Reference Panel Features

Panel features by area

This reference lists registered controls and their exact help hints. Open Guided tasks in Panel Help for multi-step tasks.

Overview, navigation and help

Control	What it does	Page
Overview	Shows the current node, configured instances, and the safest next action without starting anything.	/rust/overview
Model library	Lists discovered model files; a local file is not proof it can be loaded.	/rust/overview
Instances	Shows configured instances and links to their start, stop, and settings controls.	/rust/overview
Runtime health	Checks the selected instance's running state and health before offering Chat.	/rust/overview
Next action	Opens the next setup step based on what the Panel has actually detected.	/rust/overview
First-run walkthrough	Walk through model download, instance creation, starting, health verification, and Chat.	/rust/help/walkthrough
Administrator setup	Creates the first administrator during one-time setup before the Panel accepts normal sign-ins.	/rust/help/walkthrough
Download model	Opens the download form; only completed model files can be selected for a new instance.	/rust/help/walkthrough
Create instance	Creates an instance for a chosen local model, engine, device, and port; it does not start it.	/rust/help/walkthrough
Start instance	Requests a start for the selected instance; check health before sending requests.	/rust/help/walkthrough
Open Chat	Opens Chat after a running instance reports a healthy response.	/rust/overview
Help topics	Opens offline Help topics and the links to each Panel area.	/rust/help
Find a feature	Searches registered features by name, description, page, route, or command; search never changes state.	/rust/help/features
Guided tasks	Shows step-by-step tasks; privileged actions require an administrator and explicit confirmation.	/rust/overview/tasks
Refresh status	Fetches a new runtime snapshot without restarting or reconfiguring any instance.	/rust/status
Live status refresh	Refreshes the displayed status and monitor readings while visible, pausing whenever a control is edited.	/rust/status
Live statistics refresh	Refreshes the read-only request history while visible without posting any changes.	/rust/statistics
Running servers	Lists local and remote engine endpoints, current health, utilization and memory readings.	/rust/status
Start, restart, or stop	Changes only the selected managed instance; restarting and stopping can interrupt work.	/rust/status
Remote endpoints	Test, add, discover or remove remote inference endpoints; saved credentials are never displayed again.	/rust/status
New inference instance	Create a configured instance with an engine, device and port; it does not start until requested.	/rust/status/new
Instance settings	Rename, change startup behavior or delete the selected instance after explicit identity confirmation.	/rust/status
Device selection	Inspect compatible devices and save their order; running instances are not silently restarted.	/rust/status
Instance profiles	Save, apply, copy, rename or delete a reusable instance configuration; applying does not restart it.	/rust/status
Safe restart	Review, configure or request a journaled restart with a request hold and readiness check.	/rust/status
Depth curve	Benchmark throughput across selected context depths; the server is occupied until the run completes.	/rust/status
Reset failed starts	Clear the selected instance's fallback failure counter after investigating its cause.	/rust/status
Web interface routing	Inspect the embedded web interface and apply local proxy routing configuration when supported.	/rust/status
Web interface integration	Shows whether the selected instance's optional interface integration is installed and available.	/rust/status
Run image job	Submit an image-generation job and inspect saved outputs; acceptance does not mean the image finished.	/rust/status
Run audio job	Submit audio work with an enabled model or unload it; results may complete asynchronously.	/rust/status
One-turn engine message	Send one message to a configured engine and show its reply without retaining conversation history.	/rust/status
Launch plan	Review the selected instance's planned runtime and resource assignments before applying changes.	/rust/status
Recent request history	Shows measured token counts and throughput by request, with expected-rate comparisons where available.	/rust/statistics
Throughput charts	Plots measured decode, prefill and draft acceptance without inventing unavailable samples.	/rust/statistics
Refresh statistics	Reloads recorded request statistics and charts from a new server snapshot.	/rust/statistics
Refresh logs	Reloads bounded logs; use the filters to narrow what is shown.	/rust/logs
Refresh diagnostics	Loads new diagnostic observations and the available debug-kit controls.	/rust/diagnostics
Notification channels	Creates, tests, and deletes alert delivery channels; testing may send a real message.	/rust/notifications
Notification policy	Adjusts delivery quiet hours and rate limits for configured alert channels.	/rust/notifications
Notification rules	Maps event kinds and severities to enabled delivery channels.	/rust/notifications
Delivery history	Shows the latest recorded delivery outcomes without revealing stored credentials.	/rust/notifications
Overview navigation	Returns to the node summary and suggested next action.	/rust/overview
Chat navigation	Opens the conversation workspace; a healthy running instance is required.	/rust/chat
Models navigation	Opens local model files, their status, and available model actions.	/rust/models
Run navigation	Opens runtime and engine controls for serving configured models.	/rust/lexi-engine
Optimize navigation	Opens the parameter tuning workflow and its recorded results.	/rust/optimize
Validate navigation	Opens evaluations and quality checks before deployment.	/rust/evaluate
Monitor navigation	Opens live measurements, events, and performance history.	/rust/metrics
Fleet navigation	Opens management of enrolled remote nodes and their operations.	/rust/fleet
API navigation	Opens advanced inference interfaces and route information.	/rust/advanced/inference
System navigation	Opens system administration, access, network, storage, and updates.	/rust/system
Help navigation	Opens offline Help, topic links, the feature finder, and guided tasks.	/rust/help

Instances and launch parameters

Control	What it does	Page
Command-line parameter preview	Parses launch command flags into candidate parameters without writing settings or starting a service.	/rust/parameters
Installed template inventory	Shows available templates and whether their parser, pinned digest and selected model are valid.	/rust/templates
Choose chat template	Sets the selected template in saved parameters; it does not restart the running instance.	/rust/templates
Save chat template	Validates and writes a named chat template; existing files are protected by the owner.	/rust/templates
Extract model template	Extracts an embedded chat template for review; this does not select it or restart the instance.	/rust/templates
Download chat template	Downloads a template through the verified transfer owner; a URL alone never starts a model.	/rust/templates
Start answer validation	Runs recorded answer checks or a timed soak against a running instance; no setting is applied.	/rust/optimize
Stop answer validation	Requests that an active validation run stop; completed checks remain recorded.	/rust/optimize
Optimizer run details	Shows recorded trials for a selected run; measurements do not by themselves apply a candidate.	/rust/optimize
Optimizer task suite	Shows the evaluation tasks and weights that define an optimization measurement.	/rust/optimize
Workload observations	Shows recent real-request observations, findings and measurement history without changing the instance.	/rust/workload
Stop workload experiment	Stops an active auto-fit measurement and requests restoration of saved launch settings.	/rust/workload
adaptive-p decay	How fast adaptive-p reacts. This can change response quality, determinism, or latency.	/rust/parameters
adaptive-p target	adaptive-p: aims at a token probability and adapts; experimental upstream. This can change response quality, determinism, or latency.	/rust/parameters
Model alias	The model name clients see and send. Changes may interrupt connections or require a restart.	/rust/parameters
API key	Required by clients when set; the raw port has no other login. Changes may interrupt connections or require a restart.	/rust/parameters
Compute backend	Sets compute backend for this instance. Changing the runtime may require a restart and alter speed or compatibility.	/rust/parameters
Backend sampling	Experimental upstream: samples on the GPU. Measure; a bad path can fail requests. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Logical batch (-b)	Sets logical batch (-b) for this instance. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Cache idle slots	Keeps idle conversations' caches so they resume without re-reading. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Prompt caching	Sets prompt caching for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Prompt cache (host RAM)	Sets prompt cache (host ram) for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Cache reuse chunk	Sets cache reuse chunk for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Checkpoint spacing	Wider spacing keeps fewer checkpoints: less memory, more recomputing. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Context shift	On: long sessions go on by dropping the oldest text. Off: they stop at the limit. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
All MoE experts on CPU	Every expert on the CPU: gets a big MoE model loading on a small card, slowly. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Context size	Sets context size for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Context checkpoints	More checkpoints let the server rewind instead of recomputing; each costs memory. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
DRY allowed length	Repeats shorter than this are allowed; raise it for code. This can change response quality, determinism, or latency.	/rust/parameters
DRY base	How fast DRY's penalty grows. This can change response quality, determinism, or latency.	/rust/parameters
DRY multiplier	DRY stops verbatim loops of whole phrases; off by default. This can change response quality, determinism, or latency.	/rust/parameters
DRY window	How far back DRY looks. This can change response quality, determinism, or latency.	/rust/parameters
dynatemp exponent	Shape of the dynamic temperature. This can change response quality, determinism, or latency.	/rust/parameters
dynatemp range	Varies temperature with the model's certainty; off by default. This can change response quality, determinism, or latency.	/rust/parameters
Extra llama-server arguments	Flags the form does not model, passed as typed (checked against this build's own list). Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Auto-fit to VRAM	Sets auto-fit to vram for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Auto-fit min context	The smallest context auto-fit may shrink to. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Auto-fit margin	Memory the auto-fit leaves free. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Flash attention	On is faster and is what makes a quantized KV cache work. Off only to debug. Higher throughput settings may use more memory or harm latency.	/rust/parameters
frequency_penalty	Penalises frequent tokens. A default. This can change response quality, determinism, or latency.	/rust/parameters
cuBLAS compute type	Overrides matrix maths precision: speed against accuracy. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Device selection	Sets device selection for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable kernel fusion	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable HIP graphs	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Unified memory	Backs GPU memory with host RAM silently: runs, twenty times slower. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
HIP graph optimisation	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable pinned host memory	Stops page-locked transfers: slower copies, less pinned RAM. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Register host memory	Sets register host memory for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Allow graphics queue	Compute on the graphics queue when no compute queue is usable. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Async transfer queue	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Debug markers	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable async	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable bf16	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable coopmat	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable coopmat2	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable coopmat2 decode vector	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable dot2	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable fp16	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable kernel fusion	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable graph optimise	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable host-visible VRAM	Changes how ReBAR memory is used. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable int dot	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable MMVQ	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable multi-add	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Memory priority	Asks the driver to keep these allocations resident. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Disable sparse flash-attn	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Max allocation size	Caps single allocations, a workaround for drivers that fail on large ones. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Force max buffer size	Caps single buffers, a driver workaround. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Force MMVQ	Forces the quantized matrix-vector path; sometimes faster at one request. Measure. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Max nodes per submit	Sets max nodes per submit for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Memory logger	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Perf logger	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Perf logger concurrent	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Perf logger frequency	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Pipeline statistics	Diagnostic logging; adds overhead, so switch it off when done. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Prefer host memory	Puts the model in host RAM: the failure that collapses speed. Leave it unset. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Serialize submissions	A driver switch for diagnosing one specific problem; most cost speed when changed. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Suballocation block	Allocation block size; affects fragmentation on a full card. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Sync logger	Logs every sync event: fills the tmpfs log and RAM. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Visible devices	Sets visible devices for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Bind address	Loopback keeps the service local; binding all interfaces exposes it to the network, so set an API key. Changes may interrupt connections or require a restart.	/rust/parameters
SDMA copy engines	Sets sdma copy engines for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Image max tokens	Caps tokens per image: saves context, may lose fine detail. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Image min tokens	More tokens per image: more detail read, more context used. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Tokens to keep	Sets tokens to keep for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
KV cache on GPU	On keeps the KV cache in VRAM, which is much faster; off moves it to host RAM. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
KV cache quant	Sets kv cache quant for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Unified KV buffer	One KV pool shared by every slot, so memory follows whichever requests are long. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
KV per slot	Sets kv per slot for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Lazy tensor reads	Sets lazy tensor reads for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Model load mode	Sets model load mode for this instance. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Log verbosity	How much the log says; debug levels fill memory. Changes may interrupt connections or require a restart.	/rust/parameters
LoRA adapter	An adapter on top of the model: changes how it behaves. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
LoRA scaled	An adapter with a strength: file.gguf:0.5 applies it at half. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Main GPU index	Only for split mode none or row. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Max tool response chars	Shortens tool results in history to save context. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
min_p	Drops unlikely tokens relative to the best one. A default. This can change response quality, determinism, or latency.	/rust/parameters
Mirostat	Replaces top-k, top-p and typical-p entirely; they are then ignored. This can change response quality, determinism, or latency.	/rust/parameters
Mirostat tau	Mirostat's target surprise. This can change response quality, determinism, or latency.	/rust/parameters
Mirostat eta	Mirostat's learning rate. This can change response quality, determinism, or latency.	/rust/parameters
Projector file	Sets projector file for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Vision projector device	The vision projector on another device. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Projector on GPU	Projector on the CPU returns about 1.7 GB of VRAM; images are slower to read. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Model file	Which model runs. Changing it reloads the server. Changes may interrupt connections or require a restart.	/rust/parameters
Image encode batch	Image tokens encoded at once: smaller lowers the VRAM spike. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
GPU layers	Sets gpu layers for this instance. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Bypass host buffer	Changes where buffers live; can put the model in slow host memory. Higher throughput settings may use more memory or harm latency.	/rust/parameters
MoE layers on CPU	The first N layers' experts on the CPU: raise until the model fits. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Max tokens per reply	The longest reply the server allows. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Offload host ops	Diagnostic: off moves work back to the CPU. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Tensor placement override	Sets tensor placement override for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Server slots	Conversations served at once; each gets its share of the context. Higher throughput settings may use more memory or harm latency.	/rust/parameters
API port	Where apps connect to this server. Changes may interrupt connections or require a restart.	/rust/parameters
presence_penalty	Pushes toward new topics. A default. This can change response quality, determinism, or latency.	/rust/parameters
Preserve thinking	Keeps every turn's thinking in context: better continuity, context fills fast. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Allow POST /props	Lets any client change server properties over HTTP. Changes may interrupt connections or require a restart.	/rust/parameters
Host RAM floor	Stops the server before the host runs out of RAM and locks up. Keep it. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Reasoning mode	Thinking on, off, or as the template decides. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Reasoning budget	Caps thinking tokens: answers start sooner, hard ones may be cut short. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Budget-exhausted message	Text inserted when the thinking budget runs out. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Reasoning effort	Higher thinks longer: better answers to hard questions, slower replies. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Reasoning format	Where the thinking appears in the API response. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Weight repacking	Only matters for CPU inference. Higher throughput settings may use more memory or harm latency.	/rust/parameters
repeat_last_n	How far back the repeat penalty looks. This can change response quality, determinism, or latency.	/rust/parameters
repeat_penalty	Sets repeat_penalty for this instance. This can change response quality, determinism, or latency.	/rust/parameters
RoPE freq base	Sets rope freq base for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
RoPE freq scale	The inverse of RoPE scale: set one or the other, never both. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
RoPE scale	How far the context is stretched: 2 doubles it. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
RoPE scaling	Sets rope scaling for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Sampler chain	The order samplers run in; the order changes the result. This can change response quality, determinism, or latency.	/rust/parameters
RNG seed	Random per request. Pin it only to reproduce one output. This can change response quality, determinism, or latency.	/rust/parameters
Sleep when idle	Frees the GPU while idle; the first request afterwards waits for the reload. Changes may interrupt connections or require a restart.	/rust/parameters
Slots endpoint	The slot view the panel reads. Changes may interrupt connections or require a restart.	/rust/parameters
Draft backend sampling	Samples the draft on the GPU; on by default. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft model device	The draft on another card, so it stops competing with the model for memory. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Draft KV type	KV cache type for the draft; a smaller type saves memory. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft model file	Sets draft model file for this instance. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft GPU layers	Draft layers on the GPU; set automatically. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
ngram-map-k4v min hits	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-map-k4v draft M	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-map-k4v lookup N	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-map-k min hits	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-map-k draft M	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-map-k lookup N	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-mod match len	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-mod n-max	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-mod n-min	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-simple min hits	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-simple draft M	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
ngram-simple lookup N	Tuning for the n-gram guess-ahead modes; only read when that spec type is chosen. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Draft depth	How far each guess runs. Deeper helps only while guesses are accepted: measure. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft n-min	Forces a minimum guess length even when unsure. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft p-min	Confidence a guessed token needs before it is proposed. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Draft p-split	Only for tree-style draft types. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Spec type	Sets spec type for this instance. Drafting uses extra memory or compute and can lose speed if guesses fail.	/rust/parameters
Multi-GPU split mode	How a model is split across cards: layer is the one for two different cards. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
SSE ping interval	Keep-alive for streaming replies. Changes may interrupt connections or require a restart.	/rust/parameters
Full-size SWA cache	Sliding-window models only: a full-size cache costs memory and helps cache reuse. More memory use can reduce capacity; changes take effect after restart.	/rust/parameters
Temperature	Higher is more varied, lower more focused. A default: clients that send their own win. This can change response quality, determinism, or latency.	/rust/parameters
Template checksum	Checks the saved template contents against a checksum; a mismatch can prevent loading or change replies.	/rust/parameters
Chat template	Sets chat template for this instance. Changes may interrupt connections or require a restart.	/rust/parameters
Tensor split	How much of the model each card takes. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
CPU threads	CPU threads for work the GPU does not take: the number of physical cores. Higher throughput settings may use more memory or harm latency.	/rust/parameters
HTTP threads	Threads for the web server, not the model. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Request timeout	Sets request timeout for this instance. Changes may interrupt connections or require a restart.	/rust/parameters
top_k	Samples only among the k most likely tokens. A default. This can change response quality, determinism, or latency.	/rust/parameters
top_n_sigma	Keeps tokens near the top score; off by default. This can change response quality, determinism, or latency.	/rust/parameters
top_p	Sets top_p for this instance. This can change response quality, determinism, or latency.	/rust/parameters
typical_p	Locally typical sampling; off by default. This can change response quality, determinism, or latency.	/rust/parameters
Physical batch (-ub)	Sets physical batch (-ub) for this instance. Higher throughput settings may use more memory or harm latency.	/rust/parameters
Web UI defaults file	The built-in web UI's starting settings. Changes may interrupt connections or require a restart.	/rust/parameters
Web UI MCP proxy	Relays the web UI's tool traffic; experimental upstream. Changes may interrupt connections or require a restart.	/rust/parameters
Enable vision	Off frees VRAM but the model can no longer read images. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Built-in web UI	Sets built-in web ui for this instance. Changes may interrupt connections or require a restart.	/rust/parameters
XTC probability	Drops the top choices for variety, at the cost of accuracy; off by default. This can change response quality, determinism, or latency.	/rust/parameters
XTC threshold	Which top choices XTC may drop. This can change response quality, determinism, or latency.	/rust/parameters
YaRN attn factor	A YaRN fine-tuning dial: automatic (-1) is right. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
YaRN beta fast	A YaRN fine-tuning dial: automatic (-1) is right. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
YaRN beta slow	A YaRN fine-tuning dial: automatic (-1) is right. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
YaRN ext factor	A YaRN fine-tuning dial: automatic (-1) is right. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
YaRN original ctx	Sets yarn original ctx for this instance. Changes can affect memory use, output quality, speed, or availability.	/rust/parameters
Engine device IDs	Selects reported devices for this engine; extra devices consume memory and may change throughput.	/rust/instances/workflows
Resident memory budget	Limits resident model memory in MiB; smaller budgets may prevent loading or force slower placement.	/rust/instances/workflows
Key cache precision	Controls key-cache precision; compact caches use less memory but can reduce answer quality.	/rust/instances/workflows
Value cache precision	Controls value-cache precision; compact caches use less memory but can reduce answer quality.	/rust/instances/workflows
Expert placement	Places expert computation on devices or RAM; offloading can save device memory at a speed cost.	/rust/instances/workflows
Expert cache budget	Reserves MiB for expert caching; larger values use more memory and may avoid transfers.	/rust/instances/workflows
Prewarmed experts	Keeps chosen experts on selected devices; this uses memory to avoid loading on demand.	/rust/instances/workflows
Engram storage tier	Chooses automatic, RAM, storage, or device placement for embedding tables; slower tiers may add latency.	/rust/instances/workflows
Split experts	Distributes expert execution; may reduce single-device memory use but add transfer cost.	/rust/instances/workflows
Draft depth	Controls proposed tokens per speculative step; larger values can waste computation when predictions miss.	/rust/instances/workflows
Adaptive draft depth	Adapts speculative depth; dynamic checks add overhead and require an available draft head.	/rust/instances/workflows
Host RAM reserve	Reserves memory for the system; more reserve reduces available capacity for the model.	/rust/instances/workflows
Slot persistence	Chooses where to keep slot snapshots; persistence consumes storage and can add write latency.	/rust/instances/workflows
Concurrent slots	Changes simultaneous request capacity; more slots increase memory demand and contention.	/rust/instances/workflows
Instance inventory	Lists saved instances and live state; refreshing makes a read without restarting anything.	/rust/instances/workflows
Create instance	Creates a separate instance from selected devices; a new instance needs disk space and a free listener.	/rust/instances/workflows
Device selection	Selects any valid GPU subset or CPU-only; moving devices can require a stop and changes memory capacity.	/rust/instances/workflows
Per-instance engine	Chooses the runtime for a new instance; available acceleration and required libraries depend on the engine.	/rust/instances/workflows
Auto-fit preview	Estimates fit from installed devices without applying settings; estimates may differ from actual loading.	/rust/instances/workflows
Start instance	Starts the selected service; model loading consumes device or host memory and can fail admission.	/rust/instances/workflows
Stop instance	Stops serving the selected instance; in-flight requests can be interrupted.	/rust/instances/workflows
Immediate restart	Restarts the service without a drain; active requests can be interrupted.	/rust/instances/workflows
Safe restart	Holds new traffic, drains active requests and verifies the replacement; requests may wait or fail on timeout.	/rust/instances/workflows
Request drain	Allows current requests time to finish before a restart; excess traffic may be refused during the hold.	/rust/instances/workflows
Gateway hold	Sets how long new requests are held during restart; longer holds can increase client waiting.	/rust/instances/workflows
Restart verification	Checks a replacement before releasing traffic; verification adds time but reduces bad activations.	/rust/instances/workflows
Cache handoff	Attempts compatible request-cache restoration during restart; snapshots use time and storage.	/rust/instances/workflows
Restart report	Shows restart outcome and rollback evidence; it makes no configuration change.	/rust/instances/workflows
Instance profiles	Shows reusable saved settings; loading them can change device and memory requirements.	/rust/instances/workflows
Save instance profile	Copies a selected instance configuration to a named profile; saved copies consume storage.	/rust/instances/workflows
Apply instance profile	Writes selected settings and tiers, with rollback protection; live changes may require restart.	/rust/instances/workflows
Copy instance profile	Makes another named copy of saved settings; it consumes storage and does not restart serving.	/rust/instances/workflows
Rename instance profile	Changes a profile label; linked procedures may need to use the new name.	/rust/instances/workflows
Delete instance profile	Removes reusable settings; running instances keep their own configuration.	/rust/instances/workflows
Fallback tiers	Shows normal, safe, and minimal fallback settings; smaller tiers can reduce context or speed.	/rust/parameters
Load tier	Loads a saved fallback into the editor without restarting; nothing changes until saved.	/rust/parameters
Save tier	Saves a fallback parameter set; replacing a tier changes future recovery behavior.	/rust/parameters
Copy tier	Copies saved parameters to a fallback tier; overwriting a tier removes its old values.	/rust/parameters
Delete tier	Removes a fallback profile; a failed launch may lose this recovery choice.	/rust/parameters
Reset launch failures	Resets the failure counter; this can allow a higher-memory tier to be tried again.	/rust/parameters
Optimization goal	Chooses coding or agentic evaluation; a mismatched goal can optimize the wrong behavior.	/rust/optimize
Optimization budget	Controls the search effort; larger budgets take longer and can cause repeated restarts.	/rust/optimize
Optimizer phases	Selects launch, cache, sampling or specification trials; extra phases require more testing time.	/rust/optimize
Quality tolerance	Limits acceptable quality regression; stricter limits reject more candidates and take longer.	/rust/optimize
Thermal safeguards	Pauses or aborts trials at chosen temperatures; conservative limits can extend testing time.	/rust/optimize
Start optimization	Runs measured candidate trials; this can restart inference repeatedly and delay normal requests.	/rust/optimize
Stop optimization	Stops further trials and restores saved settings; the current measurement may need to finish.	/rust/optimize
Optimization evidence	Shows measured candidates and progress; readings are snapshots and may change.	/rust/optimize
Apply winning candidate	Saves a selected measured candidate; new launch settings may need restart and can be rolled back.	/rust/optimize
Revert optimization	Restores pre-optimization settings; active serving may need a safe restart.	/rust/optimize
Workload settings	Sets the observation window and guardrails; narrow windows can reduce confidence in recommendations.	/rust/workload
Workload experiment	Measures workload-fit candidates; testing can restart the service and consume processing time.	/rust/workload
Apply workload proposal	Applies a measured proposal; a restart may be needed and can interrupt work.	/rust/workload
Dismiss workload proposal	Hides a recommendation; the proposal will no longer be available to apply.	/rust/workload
Rollback workload change	Restores previous workload settings; a restart may be needed to take effect.	/rust/workload
Save tuning profile	Persists a benchmark-informed profile; applying it later can change speed or memory use.	/rust/optimize
Runtime governor	Chooses runtime guardrails; stricter limits may reduce throughput or trigger fallback.	/rust/optimize

LexiChat

Control	What it does	Page
Open chat	Opens private conversations; select a running model before sending.	/rust/chat
New chat	Starts a new private conversation without copying the previous conversation settings.	/rust/chat
Conversation history	Shows saved conversations for the signed-in account.	/rust/chat
Search conversations	Filters saved conversations without exposing another account’s messages.	/rust/chat
Sidebar	Shows or hides conversation navigation without changing saved chats.	/rust/chat
Folders	Organizes saved conversations into private folders.	/rust/chat
Tags	Filters conversations by tag; editing tags changes saved conversation metadata.	/rust/chat
Archive	Shows archived conversations and allows archiving without deletion.	/rust/chat
Temporary chat	Keeps a new conversation out of persistent chat history.	/rust/chat
Import chat	Imports a supported chat record into private conversation storage.	/rust/chat
Export chat	Downloads a saved conversation as a local record or readable text.	/rust/chat
Model choice	Selects a running chat-capable model; a stopped or refused engine cannot answer.	/rust/chat
Preset	Applies saved model and prompt choices to the current conversation.	/rust/chat
Default model	Saves a preferred model for future chats without starting an engine.	/rust/chat
System prompt	Sets instructions for this conversation; changes apply to future turns.	/rust/chat
Attach document	Uploads a private file for this chat; upload alone does not send a message.	/rust/chat
Document-backed chat	Creates a saved conversation with a private document and custom instructions; select a running model to send messages.	/rust/chat
Send message	Sends the text and selected attachments to the chosen running model.	/rust/chat
Stop generation	Requests cancellation of the active response; completed text may already be saved.	/rust/chat
Knowledge	Chooses saved knowledge sources the conversation may use.	/rust/chat
Tools	Chooses permitted tools for this conversation; tools may perform external actions.	/rust/chat
Web research	Allows this conversation to request outbound web research when policy permits.	/rust/chat
TokenGate keep budget	Limits kept prompt tokens only when every selected model supports TokenGate.	/rust/chat
Share link	Creates an explicit link to a saved conversation; anyone with the link can see its shared snapshot.	/rust/chat
Revoke share	Disables a previously issued shared-conversation link.	/rust/chat
Branch chat	Switches to an earlier response branch without overwriting other branches.	/rust/chat
Delete chat	Deletes a saved conversation for this account and cancels its active work.	/rust/chat
Chat settings	Opens conversation-specific model, generation and context settings.	/rust/chat
Reset generation	Clears generation overrides so the chosen engine’s defaults apply.	/rust/chat
Stop sequences	Ends generation at any specified text sequence; up to 16 sequences are accepted.	/rust/chat
Temperature	Adjusts generation randomness; blank uses the engine default.	/rust/chat
Top-p	Limits choices to a cumulative probability threshold; blank uses the engine default.	/rust/chat
Top-k	Limits choices to the highest-ranked tokens; blank uses the engine default.	/rust/chat
Min-p	Filters low-probability tokens; blank uses the engine default.	/rust/chat
Maximum tokens	Caps response length in tokens; blank uses the engine default.	/rust/chat
Repeat penalty	Changes how repeated tokens are penalized; blank uses the engine default.	/rust/chat
Seed	Sets a reproducible sampling seed when supported; blank uses the engine default.	/rust/chat
Preset name	Names a reusable private model preset.	/rust/chat/workspace
Workspace title	Names a private prompt, note or reusable text item.	/rust/chat/workspace
Description	Describes the preset for people allowed to use it.	/rust/chat/workspace
Preset instance	Selects the engine instance stored with a preset; it does not start the engine.	/rust/chat/workspace
Preset model	Selects the model reference stored with a preset.	/rust/chat/workspace
Preset avatar	Stores a label or avatar reference for a model preset.	/rust/chat/workspace
Preset instructions	Stores reusable system instructions in a model preset.	/rust/chat/workspace
Preset sampling	Stores JSON generation overrides for a model preset.	/rust/chat/workspace
Preset knowledge	Lists knowledge sources that a model preset can select.	/rust/chat/workspace
Preset tools	Lists tools that a model preset can select.	/rust/chat/workspace
Workspace roles	Limits which account roles can use a shared workspace item.	/rust/chat/workspace
Workspace users	Lists individual accounts allowed to access a shared workspace item.	/rust/chat/workspace
Prompt shortcut	Defines a slash command for a reusable prompt.	/rust/chat/workspace
Workspace content	Edits the reusable text for a prompt, note or skill.	/rust/chat/workspace
Create workspace item	Saves a private preset, prompt, note or text skill.	/rust/chat/workspace
Update workspace item	Saves changes only when the record revision is current.	/rust/chat/workspace
Clone workspace item	Copies a shared item into your private workspace without changing its source.	/rust/chat/workspace
Delete workspace item	Permanently removes a workspace item owned by this account.	/rust/chat/workspace
Workspace library	Shows reusable presets, prompts, private notes and text skills.	/rust/chat/workspace
Theme	Chooses the appearance used by your chat pages.	/rust/chat/preferences
Language	Chooses the chat interface language when a translation is available.	/rust/chat/preferences
Send on Enter	Sends messages with Enter; disable to require the Send button.	/rust/chat/preferences
Personal default model	Chooses your preferred model for new chats without starting it.	/rust/chat/preferences
Chat memory	Enables optional chat memory for your account.	/rust/chat/preferences
Voice input	Allows voice input in chat where a compatible service is available.	/rust/chat/preferences
Voice replies	Enables spoken replies where a compatible service is available.	/rust/chat/preferences
Voice	Chooses the voice used for spoken replies.	/rust/chat/preferences
Voice speed	Sets spoken reply speed between 0.5 and 2.0.	/rust/chat/preferences
Save preferences	Stores these choices for your signed-in account only.	/rust/chat/preferences
Default model policy	Sets the model suggested to new conversations without starting an engine.	/rust/chat/admin
Task model	Sets the model used for conversation titles and tags.	/rust/chat/admin
Viewer model access	Restricts models a viewer can select; blank denies all and * allows all.	/rust/chat/admin
Operator model access	Restricts models an operator can select; blank denies all and * allows all.	/rust/chat/admin
Administrator model access	Restricts models an administrator can select; blank denies all and * allows all.	/rust/chat/admin
Allow share links	Allows accounts to create shared conversation links; links disclose snapshots.	/rust/chat/admin
Temporary by default	Starts new chats without persistent history unless changed.	/rust/chat/admin
Retention days	Sets the age threshold for old saved conversations; zero disables pruning.	/rust/chat/retention
Maximum upload size	Limits the bytes accepted for each chat file upload.	/rust/chat/admin
Web search policy	Enables outbound chat research under the configured provider policy.	/rust/chat/admin
Search provider	Chooses the configured web research provider; disabled prevents searches.	/rust/chat/admin
Search credential	Replaces the stored research credential; an empty field keeps the current key.	/rust/chat/admin
Clear search credential	Deletes the stored research credential when the provider is disabled.	/rust/chat/admin
Chat banner	Displays an administrative message in the chat experience.	/rust/chat/admin
Save administration	Stores administrator-only chat defaults and access policy.	/rust/chat/admin
Preview retention	Counts expired saved conversations without deleting any.	/rust/chat/retention
Prune old chats	Deletes eligible expired saved conversations after explicit confirmation; this cannot be undone.	/rust/chat/retention

Models, downloads and library

Control	What it does	Page
Live router models	Read selected-router model states rather than assuming a file on disk is loaded.	/rust/models/router-live
Refresh router models	Fetch a new selected-instance router snapshot before offering model actions.	/rust/models/router-live
Connect live router events	Stream live router model state changes; disconnect to stop the event feed.	/rust/models/router-live
Load router model	Ask the selected router to load this exact model; refresh to confirm it has loaded.	/rust/models/router-live
Unload router model	Unload this exact model from the selected router; requests using it may be affected.	/rust/models/router-live
Model inventory controls	See inspected model files, selected instances, disk space and the current scan state.	/rust/models/catalog
Check model structure	Run the file doctor against an exact model path; this does not select or start it.	/rust/models/catalog
Plan model placement	Show a hardware placement plan for this model without changing the running instance.	/rust/models/catalog
Preview model metadata edit	Plan edits against a model and write any approved changes to a new file; the original remains unchanged.	/rust/models/catalog
Check or cancel metadata job	Refresh an exact edit job or request its cancellation without deleting the original file.	/rust/models/catalog
Select model or projector	Save the selected model or matching projector, then request an instance restart; active requests may be interrupted.	/rust/models/catalog
Permanently delete unreferenced file	Permanently delete one unreferenced file only after typing its exact filename and acknowledging the loss.	/rust/models/catalog
Save or remove repository access token	Store or remove the repository credential securely; its secret is never shown on the page.	/rust/models/publishing
Preview model publication	Preview the proposed card and exact file hashes before any remote upload occurs.	/rust/models/publishing
Publish inspected model	Publish the reviewed files only after re-entering the exact repository and confirming their preview binding.	/rust/models/publishing
Guided model workflows	Work through checked download, offline import and verified-admission steps with explicit authorization and results.	/rust/models/guides
Start artifact download	Download a model artifact; it enters the library only after the transfer owner verifies its source or exact SHA-256.	/rust/downloads
Download progress	Show transfer progress and the reported verification result; a completed transfer is not proof of a running model.	/rust/downloads
Cancel download	Ask the transfer worker to stop; a retained verified partial can be resumed using the same download identity.	/rust/downloads
Upload model	Use the authenticated file manager to stage a local file; uploading alone never marks it as verified.	/rust/files
Model library	Inspect models, current hashes, duplicates, references and archive eligibility without activating a model.	/rust/library
Populate model hashes	Calculate missing SHA-256 values in a throttled job; a cached hash alone is not verified provenance.	/rust/library
Re-hash before loading	Request an explicit full integrity re-hash before loading; this does not enable automatic hashing on every launch.	/rust/models/verification
Verified-only mode	Hide models without valid verified provenance; disabling this setting makes unverified files visible again.	/rust/models/verification
Admit verified model	Verify the exact GGUF size and SHA-256 on disk before recording a trusted local admission.	/rust/models/verification
Import from second disk	Copy an ordinary GGUF from a separately mounted disk; an expected digest makes the copied model verified.	/rust/models/offline-import
Import job status	Read the exact import job's copied bytes, final state and digest; starting a job is not completion.	/rust/models/offline-import
Model cache	Inspect network-share cache status and prepare a verified local copy before loading a shared model.	/rust/storage/cache
Cache capacity	Set the local cache size cap; lowering it may evict local copies but never deletes share sources.	/rust/storage/cache
Cache transfer status	Inspect the storage transfer owner's current status; this is separate from the model-cache inventory.	/rust/models/cache-transfers
Archive unused model	Move an eligible unreferenced model into the archive after an exact-name confirmation; do not delete its bytes.	/rust/library

Fit lab

Control	What it does	Page
Fit readiness	Shows source files, available conversion tools and any missing prerequisites before planning.	/rust/fit/lab
Explain	Reads a GGUF's tensor formats and explains its recipe; the source is not changed.	/rust/fit/lab
Full-precision source	Selects the original full-precision model used for planning and reproducible builds.	/rust/fit/lab
Target device	Reads the selected instance's device budget; estimates are not a measured fit.	/rust/fit/lab
Plan	Creates candidate quantization plans without modifying the source model.	/rust/fit/lab
Check plan	Checks a saved plan and its disk and conversion requirements before building.	/rust/fit/lab
Capture importance matrix	Runs calibration to learn which weights matter; this uses compute and disk space.	/rust/fit/lab
Import importance matrix	Checks tensor compatibility before copying an existing calibration matrix.	/rust/fit/lab
Build planned model	Creates a new quantized model from a checked plan; existing source weights remain unchanged.	/rust/fit/lab
Fit job status	Shows progress, errors and completion of the active Fit job.	/rust/fit/lab
Cancel Fit job	Requests cancellation of the active Fit job; partial output may need review.	/rust/fit/lab
Saved recipes	Lists built-in and imported layouts with their base format and calibration requirements.	/rust/fit/lab/recipes
Import recipe JSON	Validates and saves a recipe without building a model.	/rust/fit/lab/recipes
Import published layout	Inspects a published GGUF layout and saves a matching recipe without downloading its weights.	/rust/fit/lab/recipes
Check recipe	Dry-runs the recipe against the source; confirms tensor formats and disk space without writing a model.	/rust/fit/lab/recipes
Build recipe	Creates a new model from the selected recipe and source; the original is preserved.	/rust/fit/lab/recipes
Export recipe	Saves a recipe as reusable JSON for another device or run.	/rust/fit/lab/recipes
Delete saved recipe	Permanently removes a saved recipe; built-in recipes cannot be removed.	/rust/fit/lab/recipes
Verify on device	Runs a candidate through actual instance measurements; a prediction is not verification.	/rust/fit/lab/quality
Measure KL divergence	Compares candidate and baseline token distributions on a held-out corpus using CPU evaluation.	/rust/fit/lab/quality
Save model profile	Saves a candidate as an instance profile; loading and saving parameters are separate actions.	/rust/fit/lab/quality
Strict refusal check	Tests refusal-prone and ordinary prompts and records strict refusals separately from keywords.	/rust/fit/lab/quality
Stop refusal check	Requests the active refusal evaluation to stop between prompts.	/rust/fit/lab/quality
Select converter	Changes the installed conversion tool used for new fitting and format measurements.	/rust/fit/lab
Measure formats	Measures selected formats on the instance; the instance stops briefly during tests.	/rust/fit/lab
Convert other formats	Creates a projector, image or audio model using conversion rules without changing the original.	/rust/fit/lab
Check source revisions	Checks for newer source and converter revisions without downloading model weights.	/rust/fit/lab
Fetch full-precision source	Downloads and converts original weights; may consume substantial bandwidth and disk space.	/rust/fit/lab
Remove Fit artifact	Deletes the selected generated Fit file permanently after confirmation.	/rust/fit/lab
Plan or build other formats	Plans memory and disk needs or builds a new model for a selected engine family.	/rust/fit/lab
Check factory output	Checks a converted factory model for format errors and warnings.	/rust/fit/lab/quality
Measure factory output	Measures CPU fidelity of a converted model against its source using selected chunks.	/rust/fit/lab/quality
Quant Forge	Plans and runs constrained quantization with artifact validation, receipts and measured quality gates.	/rust/fit/lab
Estimate Quant Forge storage	Estimates workspace disk use before creating quantized candidates; not a free-space measurement.	/rust/fit/lab
Run Quant Forge	Starts the native RCO and GSQ job after confirmation; writes a new output model.	/rust/fit/lab
Inspect Quant Forge job	Reads the selected Quant Forge job and its progress without changing it.	/rust/fit/lab
Inspect Quant Forge specification	Reads the saved input and options for a Quant Forge run.	/rust/fit/lab
Validate Quant Forge receipt	Checks a completed run's receipt and its generated output model.	/rust/fit/lab
Resume Quant Forge run	Resumes a previously interrupted run only when its saved artifacts still match.	/rust/fit/lab
Cancel Quant Forge job	Requests cancellation of the currently running Quant Forge stages.	/rust/fit/lab
Inspect tensor inventory	Reads a source model's tensors to prepare a quantization allocation.	/rust/fit/lab
Write allocation manifest	Writes the quantization allocation manifest to the selected local path.	/rust/fit/lab
Validate quantized artifact	Checks the new model against its allocation manifest.	/rust/fit/lab
Quant Forge quality gate	Compares baseline and candidate evidence against a quality policy without changing the models.	/rust/fit/lab
Inspect saved plan	Loads a saved plan's estimates, tensor mix and warnings before building.	/rust/fit/lab
Inspect Fit job	Loads a saved Fit job's detailed state and errors.	/rust/fit/lab
Verify a model pair	Measures a candidate and its original using the same instance and evaluation conditions.	/rust/fit/lab/quality

Benchmarks, evals and engine tools

Control	What it does	Page
Saved benchmark evidence	Shows the active benchmark and saved run records without fabricating missing measurements.	/rust/bench/runs
Traffic noise	Shows observed request variation and detection margins for real traffic.	/rust/bench/runs
Calibration receipts	Displays false-win tests and between-run uncertainty from saved calibration records.	/rust/bench/runs
Benchmark instance	Selects which model instance a benchmark request measures; an empty ID uses the active instance.	/rust/bench/runs
Depth preset	Chooses quick or observed workload context depths for this benchmark.	/rust/bench/runs
Repeated samples	Controls the number of independent samples taken at each depth.	/rust/bench/runs
Decode token count	Sets the number of generated tokens measured in each sample.	/rust/bench/runs
Decision margin	Sets the minimum practical percentage difference to distinguish benchmark results.	/rust/bench/runs
Profile active settings	Measures latency and decode on the current running configuration without planned restarts.	/rust/bench/runs
Calibrate benchmark noise	Measures identical settings in repeated blocks to estimate false-win rates.	/rust/bench/runs
Restart during calibration	Restarts the server between calibration blocks; an in-flight request may be interrupted.	/rust/bench/runs
Candidate launch changes	Parses candidate KEY=value settings without applying or persisting them.	/rust/bench/runs
Compare settings	Benchmarks saved launch settings against candidate settings and restores the saved configuration.	/rust/bench/runs
Concurrent streams	Selects the simultaneous request counts to measure; each count must be distinct.	/rust/bench/runs
Context per stream	Sets the context depth for the concurrent request benchmark.	/rust/bench/runs
First-token service target	Sets the maximum acceptable delay before the first generated token.	/rust/bench/runs
Decode service target	Sets the minimum acceptable per-stream decode speed.	/rust/bench/runs
Concurrent goodput	Tests request concurrency against explicit latency and throughput service targets.	/rust/bench/runs
Translate command settings	Extracts proposed settings from a supplied launch command without executing it.	/rust/bench/runs
Stop benchmark	Asks the benchmark worker to stop and preserves any completed evidence.	/rust/bench/runs
Delete benchmark evidence	Permanently removes a saved finished benchmark record and its snapshot folder.	/rust/bench/runs
Available endpoints for specification	Lists live local and remote endpoints eligible for behavior checks.	/rust/bench/specification
Endpoint specification history	Displays the latest checked behavior and differences across endpoints.	/rust/bench/specification
Run endpoint checks	Checks selected endpoints for supported request, streaming and response behaviors.	/rust/bench/specification
Qualification history	Lists recorded provenance and verification states without promoting unverified evidence.	/rust/bench/qualifications
Export qualification record	Downloads original saved evidence JSON by record ID without rewriting its seal.	/rust/bench/qualifications
Compare qualification records	Compares two saved evidence records using the qualification owner.	/rust/bench/qualifications
Import qualification JSON	Submits an exported record to the owner for integrity verification before it is stored.	/rust/bench/qualifications
Delete qualification record	Permanently deletes one saved evidence record; this cannot be undone.	/rust/bench/qualifications
Compare multiple endpoints	Measures selected endpoints with workload, scoring, uncertainty and hard-requirement controls.	/rust/bench/compare
Comparison hard limits	Disqualifies endpoints that fail explicit quality, speed, reliability or context requirements.	/rust/bench/compare
Measurement lab	Opens measured comparisons, depth curves, evaluations, launch planning and engine jobs.	/rust/bench/lab
Guided measurement tasks	Runs guarded benchmark, curve, model-planning and engine-job steps through their registered owners.	/rust/bench/guides
Fair comparison	Compares selected live endpoints with repeated, paired tasks; check versions, workload and uncertainty before deciding.	/rust/bench/compare
Inspect comparison run	Opens the original comparison record by its saved run ID, including observed uncertainty and failures.	/rust/bench/compare
Stop comparison	Asks the comparison worker to stop and preserves any recorded partial evidence.	/rust/bench/compare
Benchmark runs	Measures a live instance while it is idle; refresh to see run status and confidence intervals.	/rust/bench/runs
Statistics	Shows observed throughput and speed-curve buckets without turning missing observations into measurements.	/rust/statistics
Decode depth curve	Runs repeated decode measurements at selected context depths; requests need an idle running instance.	/rust/bench/depth
Stop depth curve	Stops the active curve at a safe boundary; partial measurements remain marked incomplete.	/rust/bench/depth
Evaluation	Measures held-out quality with repeated perplexity or task results, rather than claiming speed alone means quality.	/rust/bench/evals
Probe model	Inspects a server-side model path and reports recognized formats, runtimes and limitations without launching it.	/rust/bench/planning
Inference capabilities	Displays the runtime inventory that the planner can actually recognize on this installation.	/rust/bench/planning
Launch plan	Plans a command for the selected model and runtime; this preview never starts a server.	/rust/bench/planning
Hardware tuning plan	Estimates memory and launch settings for a GGUF model using hardware values you supply; no tuning is applied.	/rust/bench/planning
Engine job history	Shows real command status, bounded output and artifacts; a restarted worker may leave an interrupted record.	/rust/bench/tools
Cancel engine job	Requests termination of the selected running command; finished results and diagnostic output remain available.	/rust/bench/tools
Engine bench	Measures a local model at chosen depths with at least three repeated runs and JSON results.	/rust/bench/tools
Topology inventory	Runs the engine's hardware topology inspection and shows its JSON findings.	/rust/bench/tools
Lexification plan	Inspects model placement candidates for a selected device without changing the model.	/rust/bench/tools
Engine quantization	Writes a new quantized artifact in the Panel job folder; the original source file stays unchanged.	/rust/bench/tools
Capture activations	Requests an authenticated, loopback-only activation capture and writes a private job artifact.	/rust/bench/tools
Paired quality comparison	Shows paired quality and latency receipts; missing provenance never becomes a promotion decision.	/rust/inference/openjev-compare

Builds and engines

Control	What it does	Page
Builds and engines overview	Shows installed engine inventory and links to release, instance and gateway tasks.	/rust/builds-and-engines
Automatic updates	Schedules release checks and decides whether verified updates wait for activation.	/rust/builds
Check now	Checks the selected engine for published builds without restarting any instance.	/rust/builds
Installed llama.cpp builds	Shows installed builds, verification status and the next-start backend selection.	/rust/builds
Use for backend	Selects an installed build for the next start; running instances are not restarted.	/rust/builds
Qualify	Tests build compatibility against an active build without replacing the running process.	/rust/builds
Delete build	Removes a build only after confirmation and when it is not selected for use.	/rust/builds
Build from source	Stages a source build beside installed releases and leaves activation to the operator.	/rust/builds
Cancel source build	Stops a queued or running source build job after explicit approval.	/rust/builds
Source build status	Shows the source build job and its recorded progress or failure reason.	/rust/builds
Check for new releases	Lists upstream release assets that match the host and their reported verification evidence.	/rust/builds/releases
Download release	Stages an explicitly selected upstream archive; installation does not activate the build.	/rust/builds/releases
Transfers	Displays live upstream download verification and installation progress.	/rust/builds
Activate downloaded build	Changes the next-start build after an explicit selection; the current server keeps running.	/rust/builds
Cancel transfer	Requests cooperative cancellation and cleanup of an unfinished release download.	/rust/builds
Engine capabilities	Reads supported flags from installed binaries rather than assuming a feature is available.	/rust/builds
Flag changes	Compares installed binary flags and identifies profiles affected by a changed build.	/rust/builds
Validate profile	Checks selected instance parameters against the exact installed engine binary.	/rust/builds
Published media engine releases	Looks up published release assets for the selected installed engine type.	/rust/builds
Install other engine	Stages a supported media engine build for later use by an instance.	/rust/builds-and-engines/media
Select engine build	Selects a verified media engine build without restarting a running instance.	/rust/builds
Delete engine build	Removes an unneeded engine build after explicit confirmation.	/rust/builds
ComfyUI remote integration	Lists externally served image workflows without claiming that ComfyUI is a locally installable engine.	/rust/builds-and-engines/media
Create media instance	Creates a separate instance with the selected supported image, audio or batching engine.	/rust/builds-and-engines/media
Engine profile	Saves per-instance execution settings without restarting the server.	/rust/lexi-engine
Advanced engine features	Configures requested expert, memory and speculation options; unverified lanes remain disabled.	/rust/lexi-engine/features
Feature matrix	Shows reported support separately from live measured engine performance.	/rust/lexi-engine/feature-matrix
Pinned llama.cpp build	Installs and probes a pinned source build beside existing releases.	/rust/engines/llama
Llama build selection	Selects or rolls back the pinned build pointer without restarting a process.	/rust/engines/llama
Batching engine status	Shows detected accelerator runtimes and installation guidance for the batching engine.	/rust/builds-and-engines/media
Gateway status	Shows local serving targets, queue activity and role-appropriate quota information.	/rust/builds-and-engines/quota
Gateway connection	Explains whether multi-user API-key access is ready and which models can be served.	/rust/builds-and-engines/quota
Save gateway quota	Sets request, token, concurrency and model limits for a user; zero means unlimited.	/rust/builds-and-engines/quota

TokenGate

Control	What it does	Page
Gate checkpoint .pt	Select an existing gate checkpoint on the Panel host.	/rust/tokengate/import
LoRA checkpoint .pt	Select the LoRA checkpoint paired with the gate.	/rust/tokengate/import
Parameters JSON	Supply explicit parameters, or leave empty with mapping for automatic derivation.	/rust/tokengate/import
Mapping TSV	Supply explicit tensor mapping, or leave empty with params for automatic derivation.	/rust/tokengate/import
Base GGUF	Select the exact base model whose tensor geometry will be checked.	/rust/tokengate/import
Output GGUF	Choose a new output path; existing files are never selected by the form.	/rust/tokengate/import
Instance identifier	Choose which existing native instance will receive the adapter setting.	/rust/tokengate/import
Existing adapter GGUF	Choose an imported GGUF adapter to save in the instance configuration.	/rust/tokengate/import
Base GGUF	Choose the base model for local gate training.	/rust/tokengate/train
Training rows JSONL	Choose the local training dataset; the trainer reads this file.	/rust/tokengate/train
Output GGUF	Choose a new GGUF adapter output path for training.	/rust/tokengate/train
Steps (default 1)	Set the number of local training updates; higher values take longer.	/rust/tokengate/train
Gate layer (default 0)	Select the base model layer whose activations feed the gate.	/rust/tokengate/train
Seed (default 42)	Set the deterministic training seed for repeatable data ordering.	/rust/tokengate/train
Resume checkpoint (optional)	Resume from a compatible existing checkpoint instead of starting over.	/rust/tokengate/train
Loopback completion URL	Enter the local completion endpoint; remote evaluation is refused.	/rust/tokengate/evaluate
Served model identifier	Choose the model name reported by the running instance.	/rust/tokengate/evaluate
Import checkpoint	Convert a gate checkpoint and LoRA into a validated adapter; this creates a new output file.	/rust/tokengate/import
Confirm adapter binding	Saving an adapter changes the instance profile; restart separately to activate it.	/rust/tokengate/import
Use in instance	Show the adapter environment binding for the selected instance; restart the instance to apply it.	/rust/tokengate/import
Train a gate	Train a gate from local data; steps, gate layer and seed control reproducibility and duration.	/rust/tokengate/train
Evaluate gate	Compare a running instance with and without a keep budget; missing runtime evidence fails the evaluation.	/rust/tokengate/evaluate
Jobs and status	Inspect recent job progress, exit status and output files without exposing checkpoint contents.	/rust/tokengate/status

Decisions and DLM strategy

Control	What it does	Page
Decision profiles	Create bound question profiles; activation requires independent validation.	/rust/decisions
Fit decision artifact	Fit private calibration artifacts from labeled samples; validation must use separate data.	/rust/decisions
Validate decision artifact	Check held-out quality and cost before using an artifact for decisions.	/rust/decisions
Activate or remove artifact	Activate only validated artifacts; deactivate or remove artifacts that are not in use.	/rust/decisions
Import or export artifact	Export a private artifact or import one that still requires local validation.	/rust/decisions
Run bound decision	Run the active typed profile for the requested state; rejected bindings do not fall back silently.	/rust/decisions
Served typed decisions	Use the served runtime's typed decision endpoint; the Panel does not emulate or proxy it.	/rust/decisions
Inspect artifact ranking	Compare hard quality floors and ranked candidates without applying a transition.	/rust/decisions
Inspect D3 status	Read durable candidate status and revision before changing a selected head.	/rust/inference/d3
Train and select D3 head	Fit captured features, re-evaluate independent holdout quality, then explicitly select a candidate.	/rust/inference/d3
Run D3 inference	Use the selected live-bound head for experimental CPU-reference inference, not device qualification.	/rust/inference/d3
Revoke D3 selection	Clear the selected head after explicit confirmation; retained candidates remain private.	/rust/inference/d3
Inspect diffusion studio	Read opted-in run evidence and staged policy; opening the studio never starts a run.	/rust/dlm
Probe profile capabilities	Read supported decision levels and binding options for a managed instance.	/rust/decisions
Refresh recorded canvas	Read opted-in historical diffusion events; refreshing never starts inference.	/rust/dlm
Load strategy presets	Show unqualified starting values without staging or applying them.	/rust/dlm
Stage instance policy	Stage validated policy only; the live runtime does not change.	/rust/dlm
Compare paired evidence	Check supplied speed and non-inferiority; submitted numbers are not signed measurements.	/rust/dlm
Inspect decision capabilities	See the supported question types and their limits before fitting.	/rust/decisions/service
Inspect model compatibility	Inspect a local model path; inspection does not certify decision quality.	/rust/decisions/service
List calibration profiles	Read persisted profile identities and validation summaries.	/rust/decisions/service
Read a calibration profile	Read the exact calibration record for this identifier.	/rust/decisions/service
Read full-text validation	Inspect recorded agreement against ordinary full-text answers.	/rust/decisions/service
Read the quality gate	Check the stored deployment gate for a named profile.	/rust/decisions/service
Run a pick-one decision	Return ranked options; a supplied calibration profile must pass the gate.	/rust/decisions/service
Run a yes/no decision	Read a yes/no likelihood using the active compatible inference backend.	/rust/decisions/service
Route an incoming request	Select a named destination and inspect probability for each route.	/rust/decisions/service
Score an item	Rate a result on a bounded integer scale with visible uncertainty.	/rust/decisions/service
Fit a calibration profile	Fit on labeled observations and test on separate held-out observations; this does not enable automatic decisions.	/rust/decisions/service
Record full-text comparison	Compare a calibrated answer against full-text generation and preserve evidence.	/rust/decisions/service
Evaluate deployment quality	Persist a profile-bound quality decision; failed gates must not be bypassed.	/rust/decisions/service
Inspect strategy availability	Review experimental strategy status without enabling a launch.	/rust/decisions/strategies
Inspect proposal and approval	Approval is only usable when checked against the independent receipt owner.	/rust/decisions/strategies
Inspect active strategy	Verify live launch-owner state, not a saved proposal flag.	/rust/decisions/strategies
Inspect independent receipts	See whether a privileged receipt verifier is connected.	/rust/decisions/strategies
Check training job feasibility	Report whether an experimental training or conversion job can be admitted; checking does not queue it.	/rust/decisions/strategies
Propose a measured strategy	Submit measured paired evidence and exact model and hardware bindings; a proposal never changes launch settings.	/rust/decisions/strategies
Approve verified strategy	A different administrator must approve independently signed evidence for the current proposal.	/rust/decisions/strategies
Activate approved strategy	Apply a verified experimental strategy through the live launch owner after explicit confirmation.	/rust/decisions/strategies
Deactivate active strategy	Revoke active experimental launch authorization after explicit confirmation.	/rust/decisions/strategies
Request review cancellation	Ask the independent reviewer to stop; cancellation is cooperative.	/rust/decisions/strategies
Request activation cancellation	Ask the launch owner to stop pending activation; verify its live status afterward.	/rust/decisions/strategies

Training

Control	What it does	Page
Training	Inspect managed training jobs, receipts, progress and worker availability.	/rust/train
Installed native trainer capabilities	Shows exactly the executors, precisions and training modes reported by the installed worker.	/rust/train
Base GGUF from model library	Select a validated local GGUF as the unchanged starting point for training.	/rust/train
Dataset file path (under Models or Uploads)	Use a locally managed dataset file; training refuses paths outside the approved directories.	/rust/train
Dataset format	Choose text or pre-tokenized data to match the selected dataset file.	/rust/train
Training mode	Choose a low-rank adapter or full training only when the installed worker supports it.	/rust/train
LoRA rank, alpha, dropout and targets	Set adapter capacity, scaling, regularization and target layers; these apply only in LoRA mode.	/rust/train
Optimizer steps, batch, sequence length and learning rate	Set the number of updates, samples per update, context length and learning rate before starting.	/rust/train
Executor (reported by lexi-train)	Use an execution device reported by this worker; a missing device is never substituted silently.	/rust/train
Precision (reported by lexi-train)	Choose a numerical precision explicitly advertised by the installed worker.	/rust/train
Checkpoint every N steps	Save resumable checkpoints at this interval so interrupted jobs can be recovered.	/rust/train
Evaluation fraction and target loss	Reserve a held-out dataset fraction and optionally require a measured loss threshold before deployment.	/rust/train
Resume verified managed checkpoint	Resume only from a bound checkpoint with matching inputs; total steps may be extended.	/rust/train
Seed	Set the reproducible random seed recorded with the native job configuration.	/rust/train
Create and start job	Validate the model, dataset and worker options before starting a resource-consuming native run.	/rust/train
Refresh training progress	Reload durable step counts, losses, receipts, errors and verified artifact state.	/rust/train
Create STOP file	Request a cooperative stop; the worker checkpoints after the current step when it is alive.	/rust/train
Start new Lexification experiment	Clone a finished job into a separate native candidate search without changing the original run.	/rust/train
Run native held-out evaluation	Measure held-out loss against the chosen bound checkpoint or base model; no score is invented.	/rust/train
Export a verified copy	Copy a supported final artifact after the worker validates its receipt and recorded content digest.	/rust/train
Deploy GGUF LoRA	Attach a verified compatible adapter and restart the target instance; active requests may be interrupted.	/rust/train
Detach and restart	Remove a selected adapter and restart its instance; existing requests may be interrupted.	/rust/train
Native training matrix	Read the worker's reported operation matrix without inferring device or quality qualifications.	/rust/training/matrix
Lexification	Inspect topology-bound search jobs, progress and receipt evidence without applying unverified results.	/rust/lexification
Start Lexification	Search candidate settings on this instance; a restart may interrupt active requests.	/rust/lexification
Budget (minutes, 1 to 360)	Limit the duration of the local measured parameter search to the chosen number of minutes.	/rust/lexification
Compare with installed engines	Optionally record reference comparisons when an installed reference is available for measurement.	/rust/lexification
Stop Lexification	Stop after the current bounded request and restore the instance's original settings.	/rust/lexification
Export verified receipt JSON	Download a recorded topology-bound receipt and its exact measured evidence.	/rust/lexification
Apply this Lexified candidate	Recheck receipt hashes before saving qualified instance settings or a profile; restart separately.	/rust/lexification
Roll back saved settings	Restore saved settings from before candidate application; restart the instance separately.	/rust/lexification
Per-node Lexification status	Show each member's own topology, receipt and active configuration without copying settings between nodes.	/rust/fleet
Run Lexification there	Request a signed, permitted search on one member after verifying its reported topology identity.	/rust/fleet
Convert to ternary	Experimental: converts a model to 1.6-bit ternary weights. Factual recall degrades; not yet qualified on a full model.	/rust/training/ternary
Continue training (ternary)	Experimental: resumable memory-light ternary training. Whole-model and GPU training are not complete yet.	/rust/training/ternary
Export ternary GGUF	Experimental: exports a finished ternary job as a verified GGUF file. No other model flow changes.	/rust/training/ternary
Serve ternary GGUF	Experimental: serves a verified ternary GGUF on a chosen LexiEngine instance. GPU ternary kernels are not yet qualified.	/rust/training/ternary
Guided training tasks	Follow guarded steps for training, evaluation, deployment and local parameter search.	/rust/training/guides

Inference fabric

Control	What it does	Page
Request (JSON): Route a request	Edit and validate the JSON request for route a request before it is sent.	/rust/fabric
Run: Route a request	Execute route a request through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Admit or queue	Edit and validate the JSON request for admit or queue before it is sent.	/rust/fabric
Run: Admit or queue	Execute admit or queue through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Scale replicas	Edit and validate the JSON request for scale replicas before it is sent.	/rust/fabric
Run: Scale replicas	Execute scale replicas through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Choose a capacity variant	Edit and validate the JSON request for choose a capacity variant before it is sent.	/rust/fabric
Run: Choose a capacity variant	Execute choose a capacity variant through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Pair prefill and decode	Edit and validate the JSON request for pair prefill and decode before it is sent.	/rust/fabric
Run: Pair prefill and decode	Execute pair prefill and decode through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Where to keep a cache	Edit and validate the JSON request for where to keep a cache before it is sent.	/rust/fabric
Run: Where to keep a cache	Execute where to keep a cache through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Place replicas on devices	Edit and validate the JSON request for place replicas on devices before it is sent.	/rust/fabric
Run: Place replicas on devices	Execute place replicas on devices through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Model transformations to try	Edit and validate the JSON request for model transformations to try before it is sent.	/rust/fabric
Run: Model transformations to try	Execute model transformations to try through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Rank measured transformations	Edit and validate the JSON request for rank measured transformations before it is sent.	/rust/fabric
Run: Rank measured transformations	Execute rank measured transformations through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Activation-aware precision	Edit and validate the JSON request for activation-aware precision before it is sent.	/rust/fabric
Run: Activation-aware precision	Execute activation-aware precision through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Distillation plan	Edit and validate the JSON request for distillation plan before it is sent.	/rust/fabric
Run: Distillation plan	Execute distillation plan through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Aggregate telemetry	Edit and validate the JSON request for aggregate telemetry before it is sent.	/rust/fabric
Run: Aggregate telemetry	Execute aggregate telemetry through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Bottleneck of one request	Edit and validate the JSON request for bottleneck of one request before it is sent.	/rust/fabric
Run: Bottleneck of one request	Execute bottleneck of one request through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Trace one request	Edit and validate the JSON request for trace one request before it is sent.	/rust/fabric
Run: Trace one request	Execute trace one request through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Sparsify a weights file	Edit and validate the JSON request for sparsify a weights file before it is sent.	/rust/fabric
Confirm: Sparsify a weights file	Confirm that sparsify a weights file may change state, contact a worker or write a file.	/rust/fabric
Run: Sparsify a weights file	Execute sparsify a weights file through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Register a live worker	Edit and validate the JSON request for register a live worker before it is sent.	/rust/fabric
Confirm: Register a live worker	Confirm that register a live worker may change state, contact a worker or write a file.	/rust/fabric
Run: Register a live worker	Execute register a live worker through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Heartbeat a worker	Edit and validate the JSON request for heartbeat a worker before it is sent.	/rust/fabric
Confirm: Heartbeat a worker	Confirm that heartbeat a worker may change state, contact a worker or write a file.	/rust/fabric
Run: Heartbeat a worker	Execute heartbeat a worker through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Remove a worker	Edit and validate the JSON request for remove a worker before it is sent.	/rust/fabric
Confirm: Remove a worker	Confirm that remove a worker may change state, contact a worker or write a file.	/rust/fabric
Run: Remove a worker	Execute remove a worker through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Record cached prefixes	Edit and validate the JSON request for record cached prefixes before it is sent.	/rust/fabric
Confirm: Record cached prefixes	Confirm that record cached prefixes may change state, contact a worker or write a file.	/rust/fabric
Run: Record cached prefixes	Execute record cached prefixes through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Forget a worker cache	Edit and validate the JSON request for forget a worker cache before it is sent.	/rust/fabric
Confirm: Forget a worker cache	Confirm that forget a worker cache may change state, contact a worker or write a file.	/rust/fabric
Run: Forget a worker cache	Execute forget a worker cache through the registered fabric endpoint and inspect the result.	/rust/fabric
Request (JSON): Dispatch a request	Edit and validate the JSON request for dispatch a request before it is sent.	/rust/fabric
Confirm: Dispatch a request	Confirm that dispatch a request may change state, contact a worker or write a file.	/rust/fabric
Run: Dispatch a request	Execute dispatch a request through the registered fabric endpoint and inspect the result.	/rust/fabric
Guided operations	Open step-by-step administrator tasks for registration and cache routing.	/rust/fabric
Result and request sent	Read the returned result and inspect the exact JSON submitted for this operation.	/rust/fabric
Streaming model	Select the exact loaded model label used by the live streaming request.	/rust/fabric
Streaming prompt	Enter the message to send to the selected streaming model.	/rust/fabric
Max output tokens	Limit generated tokens for the live streaming request.	/rust/fabric
Confirm live request	Acknowledge that the streaming test sends a real request to a worker.	/rust/fabric
Stream test	Send the confirmed request and inspect streamed output and timing.	/rust/fabric
First worker ID	Choose a new worker identifier that is not already registered.	/rust/fabric/guides
First worker endpoint	Enter the exact permitted local endpoint with scheme and port; never include a credential.	/rust/fabric/guides
Second worker ID	Choose a different new worker identifier that is not already registered.	/rust/fabric/guides
Second worker endpoint	Enter another permitted local endpoint with scheme and port.	/rust/fabric/guides
Loaded model label	Use the same label reported by both workers; this guide does not load the model.	/rust/fabric/guides
Confirm guided changes	Approve the exact worker and cache metadata actions before running this task.	/rust/fabric/guides
Run guided task	Execute every checked step using the real routes and undo reversible steps if a later check fails.	/rust/fabric/guides
Registered worker ID	The ready worker whose cache has been verified by the operator.	/rust/fabric/guides
Loaded model label	The exact model label from this worker's registered snapshot.	/rust/fabric/guides
Measured request telemetry JSON	Paste actual request timing data; only prefill-dominated requests can apply this workflow.	/rust/fabric/guides
Verified cache prefix hashes (JSON array)	Use hashes verified from runtime cache introspection, not values guessed from a prompt.	/rust/fabric/guides
Verified resident token count	Enter how many cached prompt tokens the worker really holds.	/rust/fabric/guides
Confirm guided changes	Approve the exact worker and cache metadata actions before running this task.	/rust/fabric/guides
Run guided task	Execute every checked step using the real routes and undo reversible steps if a later check fails.	/rust/fabric/guides
Route a request	Choose a worker using queue time, cache reuse and response-time goals.	/rust/fabric
Admit or queue	Check whether a request can run, wait, or must be refused under budgets.	/rust/fabric
Scale replicas	Estimate worker counts from measured demand and queue pressure.	/rust/fabric
Choose a capacity variant	Compare size, speed and quality limits before selecting a variant.	/rust/fabric
Pair prefill and decode	Rank worker pairs by the cost of moving cached attention data.	/rust/fabric
Where to keep a cache	Compare memory and storage locations with recomputation cost.	/rust/fabric
Place replicas on devices	Plan replica locations using device memory and free-space reserves.	/rust/fabric
Model transformations to try	List model-size and speed changes that satisfy quality limits.	/rust/fabric
Rank measured transformations	Rank observed model changes and show trade-offs.	/rust/fabric
Activation-aware precision	Allocate precision based on measured tensor sensitivity.	/rust/fabric
Distillation plan	Describe the stages and checks for training a smaller student.	/rust/fabric
Aggregate telemetry	Summarize request response times, cache hits and errors.	/rust/fabric
Bottleneck of one request	Break down a request into queue, prompt, transfer and generation time.	/rust/fabric
Trace one request	Show the stages of a request as a timed trace.	/rust/fabric
Sparsify a weights file	Write a new sparse weights file; an existing output is never replaced.	/rust/fabric
Register a live worker	Add a worker claim to the registry; it expires without heartbeats.	/rust/fabric
Heartbeat a worker	Refresh a registered worker snapshot and its expiry timer.	/rust/fabric
Remove a worker	Remove a worker from routing; existing cache hints may remain.	/rust/fabric
Record cached prefixes	Advertise cached prompt prefixes as advisory routing hints.	/rust/fabric
Forget a worker cache	Delete routing hints for all cached prefixes on one worker.	/rust/fabric
Dispatch a request	Send a real request to a selected registered worker; this may consume resources.	/rust/fabric
Registered workers, heartbeats, cache and telemetry	See the worker registry, heartbeat expiry, cached-prefix hints and recent request traces.	/rust/fabric
Fabric capabilities	Inspect which planning and serving capabilities this installation reports.	/rust/fabric
Live streaming test	Send a real streaming request and report its output and timing; administrator only.	/rust/fabric
Register workers and plan	Register two workers, inspect their state and plan replica placement with undo on failure.	/rust/fabric/guides
Resolve a prefill bottleneck	Check prompt processing time and advertise a verified cached prefix for routing.	/rust/fabric/guides

Files, terminal and passwords

Control	What it does	Page
Browse folders	Opens a home-rooted folder without following links outside the permitted home.	/rust/files/
Quick locations	Opens a common folder, including the writable models library when available.	/rust/files/
Sort entries	Sorts visible folders and files by name, size or modification time.	/rust/files/
Filter entries	Filters displayed file names without changing or deleting files.	/rust/files/
Show hidden entries	Includes hidden names only when your role permits access to them.	/rust/files/
Refresh folder	Reloads the current folder and its size summary.	/rust/files/
Upload file	Streams a chosen file to the writable home folder; replacement needs a separate opt-in.	/rust/files/
Create folder	Creates a folder below the writable home area; protected appliance files cannot be changed.	/rust/files/
Rename entry	Renames one eligible entry; in-use and protected paths are blocked.	/rust/files/
Delete entry	Permanently deletes selected eligible entries after typing DELETE; protected paths are blocked.	/rust/files/
Copy or move	Copies or moves home-relative entries to a writable destination without crossing protected paths.	/rust/files/
Select entries	Marks one or more file rows for a bulk download, copy, move or delete.	/rust/files/
Bulk actions	Downloads, copies, moves or deletes the selected entries; deletion requires confirmation.	/rust/files/
Download entry	Downloads a file or a folder archive without changing the source.	/rust/files/
Disk usage scan	Scans on demand with time, depth and entry limits; a partial tree undercounts used space.	/rust/files/
Whole-system scan	Requests a bounded whole-system usage scan for an administrator; mounted volumes are skipped.	/rust/files/
Usage shortcuts	Scans models, uploads, backups or home without following links or other mounts.	/rust/files/
Verify model upload	Checks that a named ordinary file is present in the models library before use.	/rust/files/tasks
Remove uploaded model	Removes a newly uploaded model through the guarded delete route when its operator requests undo.	/rust/files/tasks
Open shell	Opens a shell as the Panel service account for an authenticated administrator.	/rust/terminal
Terminal input	Sends ordered keystrokes to the active shell; commands run with service-account permissions.	/rust/terminal
Resize terminal	Adjusts the active terminal rows and columns when the screen size changes.	/rust/terminal
Close shell	Closes the active shell session; running foreground commands may end.	/rust/terminal
Store status	Shows whether your personal encrypted password store is unlocked without revealing secrets.	/rust/passwords
Unlock store	Unlocks only your personal store using your account password; failed attempts may be rate-limited.	/rust/passwords
Lock store	Locks your personal store immediately and stops access until you unlock it again.	/rust/passwords
Save encrypted entry	Encrypts a new entry in your personal store; keep the secret out of titles and notes.	/rust/passwords
Update encrypted entry	Updates an entry; leaving the replacement secret blank keeps its existing secret.	/rust/passwords
Copy secret	Copies the chosen secret to your clipboard without displaying it on the page.	/rust/passwords
Delete encrypted entry	Permanently deletes an encrypted entry after you type DELETE to confirm.	/rust/passwords
Generate password	Creates a 12–128 character secret, fills the masked new-entry field and copies it.	/rust/passwords

Network, firewall, users and access

Control	What it does	Page
Network interfaces	Shows detected interfaces and current addressing without restricting which networks you may use.	/rust/network
Save network profile	Saves a reviewed host tuning profile without applying it to a live interface.	/rust/network
Delete network profile	Removes a saved network tuning profile but does not change the live interface.	/rust/network
Trial network tuning	Runs a temporary reversible tuning trial with safety checks before any recommendation.	/rust/network
Measure network tuning	Measures transfer and inference performance before recommending an interface adjustment.	/rust/network
DHCP addressing	Previews automatic addressing and DNS changes before applying them with a rollback checkpoint.	/rust/network
Apply network profile	Applies the reviewed network profile and starts a confirmation deadline to prevent permanent lockout.	/rust/network
Confirm network profile	Keeps a pending network change after you have verified connectivity.	/rust/network
Revert network profile	Restores the previous network configuration while the checkpoint remains active.	/rust/network
Firewall status	Displays the firewall owner and pending changes; external managers cannot be silently overwritten.	/rust/system/firewall
Preview firewall rules	Shows a ruleset difference before any firewall change is made.	/rust/system/firewall
Apply reviewed firewall rules	Applies only the reviewed policy and starts automatic reversion unless it is confirmed.	/rust/system/firewall
Confirm firewall rules	Keeps firewall changes only after access to the Panel has been verified.	/rust/system/firewall
Revert firewall rules	Restores the earlier owned ruleset during an active firewall transaction.	/rust/system/firewall
Clock and time zone	Displays the current time zone, synchronization state and supported time controls.	/rust/system/time
Change time settings	Changes a time zone or synchronization setting only after explicit confirmation.	/rust/system/time
Managed services	Shows actual instance service states and their start, stop and restart controls.	/rust/system/services
Access roles	Displays the current authentication mode, signed-in role and accessible account inventory.	/rust/access
Create limited user	Creates a user without instance-control privileges unless you explicitly grant them.	/rust/access
Delete user	Removes a selected account only when its security restrictions permit deletion.	/rust/access
Instance permissions	Limits a user to selected instances and controls whether they may operate those instances.	/rust/access
Authentication mode	Changes between single-user and multi-user authentication after a deliberate confirmation.	/rust/access
Create scoped token	Creates a client token with a limited role, route-family scope and expiry; the secret appears only once.	/rust/access/automation
List scoped tokens	Lists token identifiers, scopes and expiry without revealing their secrets or hashes.	/rust/access/automation
Rotate scoped token	Replaces a client's token secret immediately and invalidates its previous value.	/rust/access/automation
Revoke scoped token	Permanently invalidates one selected client token.	/rust/access/automation
Result vault status	Shows whether completed results are encrypted and whether the private key is unlocked.	/rust/access
Enable result vault	Enables encryption of future finished results; losing recovery keys prevents decryption.	/rust/access
Unlock result vault	Unlocks the private key in memory so authorized results can be read.	/rust/access
Lock result vault	Forgets the in-memory private key without destroying encrypted records.	/rust/access
Encrypt existing results	Encrypts eligible finished result records with the configured vault public key.	/rust/access
Disable result vault	Stops encrypting new results; records already encrypted remain protected.	/rust/access
Model verification policy	Shows whether models without verified hashes are hidden from the library.	/rust/access/settings
Set model verification	Enables or disables verified-only visibility without deleting any stored model files.	/rust/access/settings
Panel layout	Controls visibility of multi-server navigation without changing fleet membership.	/rust/access/settings
Legacy API keys	Shows existing API-key management for compatibility; scoped tokens are preferred for new clients.	/rust/access
Host permissions	Reviews the host helper permission plan before asking for an administrator credential to apply it.	/rust/system
White-label branding	Updates visible Panel branding through the existing brand owner.	/rust/system/branding
Brand licence	Installs or removes a validated branding licence through the brand owner.	/rust/system/branding
Commercial licence	Shows licence mode and receipt workflows without treating an unverified receipt as a valid entitlement.	/rust/appliance/license
Distribution install plan	Displays detected package prerequisites without executing host installation commands.	/rust/access/qualification
Distribution security	Displays host security and network prerequisites without changing security policy.	/rust/access/qualification
Security qualification	Shows redacted owner qualification checks and blockers; a report is not a deployment approval.	/rust/access/qualification

Storage, backup, updates and attestation

Control	What it does	Page
Storage locations	Shows model, upload, backup and export locations; does not move existing files.	/rust/storage
Test storage location	Tests the selected location before applying it; network model storage must pass its read-throughput gate.	/rust/storage
Apply storage location	Applies a reviewed location after checking instances that still use it.	/rust/storage
Remove storage location	Restores the selected role to its local location after checking active users.	/rust/storage
Storage job progress	Shows the privileged storage job receipt; a queued request is not a completed disk change.	/rust/storage
Request storage job cancellation	Asks the appliance owner to cancel a queued or running job; cancellation is not guaranteed after publication.	/rust/storage
Scan storage cache	Starts an inventory scan of cached model files without changing model contents.	/rust/storage
Cancel cache scan	Requests cancellation of a running cache scan before it finishes.	/rust/storage
Clean storage cache	Reviews and removes owner-approved cache entries; model files remain protected.	/rust/storage
Model disk capacity	Reads free space and space used by models, builds and backups from the current filesystem.	/rust/storage
Disk inventory	Lists disks and partitions and marks protected or in-use devices before any mutation.	/rust/storage
Preview disk change	Reviews the chosen disk and proposed partition or mount operation without modifying it.	/rust/storage
Apply disk layout	Commits only the exact reviewed disk change after a fresh device check; can destroy data.	/rust/storage
Format partition	Formats the approved partition after root confirmation; existing data is erased.	/rust/storage
Mount partition	Mounts a reviewed partition in the managed storage area.	/rust/storage
Unmount managed partition	Unmounts a previously managed partition when it is safe to release.	/rust/storage
Backup inventory	Lists verified full backups and their checksums; the archives are sealed to this appliance.	/rust/backup
Create full backup	Creates a checksummed panel-state backup; models and engine binaries are referenced, not copied.	/rust/backup
Create compatible sealed backup	Creates a sealed full backup through the original archive owner; download it from the verified inventory.	/rust/backup
Download sealed backup	Downloads a verified appliance-bound archive; it cannot be restored on a different machine.	/rust/backup
Preview full restore	Compares a sealed full archive against current files before it can be restored.	/rust/backup
Restore full backup	Applies only the exact reviewed full-backup plan; protected keys and evidence are not overwritten.	/rust/backup
Cancel backup operation	Requests cancellation before publication; an already published restore cannot be cancelled.	/rust/backup
Recover interrupted restore	Rechecks a journaled interrupted restore using its incident ID before repairing the transaction.	/rust/backup
Backup retention schedule	Configures scheduled full backups and the number retained.	/rust/backup
Send signed configuration action	Queues a signed configuration restore action to a selected fleet member after confirmation.	/rust/backup
Export portable configuration	Downloads a secret-filtered configuration file for another stick; full backups are not portable.	/rust/backup
Preview portable restore	Checks the portable file and previews destination changes without writing any settings.	/rust/backup
Restore portable configuration	Restores the exact previewed portable settings after a matching plan checksum and confirmation.	/rust/backup
Signed updater status	Displays installed release, update phase and protection state from the system updater.	/rust/settings/update
Check signed release	Verifies the configured update source and eligible release without applying it.	/rust/settings/update
Approve signed release	Approves one verified candidate only after reviewing its exact manifest and rollback index.	/rust/settings/update
Apply signed release	Applies the approved signed release; the updater controls the inactive slot and reboot state.	/rust/settings/update
Roll back signed release	Restores an eligible known-good release through the protected updater.	/rust/settings/update
Inspect repository plan	Requests a read-only plan from the installed pinned-source updater; refuses an unbound owner.	/rust/settings/update
Build pinned source	Requests an authenticated build at the exact owner-provisioned source revision.	/rust/settings/update
Request signed image	Asks the privileged owner to build an installer or live image from the pinned release.	/rust/settings/update
Request fleet rollout	Requests a signed fleet rollout; campaign progress and rollback stay with the fleet owner.	/rust/settings/update
Set repository update schedule	Changes the owner-provisioned update window only when its signed schedule policy is available.	/rust/settings/update
Local maintenance schedule	Enables or disables local update windows without authorizing an unverified release.	/rust/settings/update
A/B boot slots	Shows the active, known-good and candidate boot slots on an installed system.	/rust/settings/update
Preview inactive-slot update	Reviews the signed release and target slot before staging it.	/rust/settings/update
Stage A/B update	Stages the reviewed release in the other boot slot; root approval is required.	/rust/settings/update
Verify known-good slot	Verifies the known-good slot against its authenticated release before recovery.	/rust/backup
Preview A/B rollback	Reviews a rollback or signed slot reconstruction before root commits recovery.	/rust/backup
Appliance firewall status	Reads active appliance firewall policy and warns if the caller could lose network access.	/rust/system/firewall
Preview appliance firewall	Previews firewall policy and exposure changes before applying them.	/rust/system/firewall
Apply appliance firewall	Applies an explicitly reviewed firewall policy with lockout warnings and a confirmation deadline.	/rust/system/firewall
Confirm firewall access	Confirms that networking still works after a pending firewall change.	/rust/system/firewall
Revert firewall change	Reverts a pending firewall change to restore the previous policy.	/rust/system/firewall
Boot attestation	Checks the signed boot report and shows whether measured system state verifies.	/rust/system/attestation
Export attestation report	Downloads this boot’s unchanged signed attestation report for independent review.	/rust/system/attestation
Installer disk inventory	Lists eligible internal disks and the reasons other targets cannot be selected.	/rust/storage
Preview internal install	Shows the exact selected disk, partitions and security plan without writing anything.	/rust/storage
Install to internal disk	Erases the serial-confirmed internal disk and installs the verified system image; root is required.	/rust/storage
Unified setup enrollment	Starts guided enrollment and keeps network and storage changes under owner approval.	/rust/appliance/setup
Review setup changes	Shows the staged appliance setup before any privileged change is committed.	/rust/appliance/setup
Apply reviewed setup	Applies the signed setup review only after confirming the exact revision.	/rust/appliance/setup
Preview and apply network setup	Previews network changes and requires an explicit confirmation before replacing the connection.	/rust/appliance/setup
Review secure access setup	Previews access settings and requests the owner to apply only the reviewed access policy.	/rust/appliance/setup
Maintenance windows	Schedules backups, release checks and safe restarts during approved windows.	/rust/maintenance
Appliance operation center	Links to the current storage, firewall, release, backup, installer and attestation controls.	/rust/appliance/operations
Move configuration guide	Walks through creating a backup and moving a verified configuration to another stick.	/rust/appliance/operations
Reviewed full restore guide	Checks a machine-sealed backup, previews its exact changes and restores only after checksum confirmation.	/rust/appliance/operations
Safe update guide	Checks update eligibility, verifies the next boot slot and explains rollback.	/rust/appliance/operations
Internal installation guide	Reviews the internal installer inventory and requires a disk-specific confirmation.	/rust/appliance/operations

Power, GPU tuning and telemetry

Control	What it does	Page
Power and hardware	Review power, heat, speed and device support before changing host settings.	/rust/power-hardware
Live CPU and thermal telemetry	View sampled CPU and temperature readings; unavailable or stale sensors are not measurements.	/rust/power-hardware
Live GPU telemetry	Inspect GPU power, temperature, memory and activity; sensor presence does not prove workload speed.	/rust/power-hardware
Thermal logs	Review recorded heat and power history; missing log samples must not be treated as zero heat.	/rust/power-hardware
GPU cap status	Compare live, saved and device-bound GPU caps; a saved cap alone does not prove it is applied.	/rust/power-hardware
Set GPU power cap	Limit sustained AMD GPU watts; heat may fall but benchmark speed may also fall, and short spikes remain.	/rust/power-hardware
Restore exact previous cap	Restore the recorded microW cap only on the same device at the expected live value; this may raise heat.	/rust/power-hardware
Clear saved cap only	Forget automatic cap reapplication without restoring the current live limit; a reboot can change it.	/rust/power-hardware
Power profiles and drift	Review current settings, saved boot profiles and drift before applying changes to CPU, GPU or storage.	/rust/power-hardware
Apply stable performance	Apply the available stable-performance settings now; idle draw and heat may rise, and previous values are saved for undo.	/rust/power-hardware
Undo stable performance	Reapply the captured pre-change settings; any failed setting is reported rather than called restored.	/rust/power-hardware
Use profile at boot	Persist a selected profile for future boots; high-impact settings require a separate force review.	/rust/power-hardware
Capture or save profile	Capture live settings or save selected settings so changes can be inspected and reused.	/rust/power-hardware
Delete profile	Delete a custom profile, not a built-in preset; confirm any boot policy separately.	/rust/power-hardware
Automatic drift reapply	Ask the panel to reapply a boot profile after drift; repeated changes can increase power use.	/rust/power-hardware
Power budget and UPS	Estimate sustained and peak loads against power supplies and UPS ratings; estimates are not measured spikes.	/rust/power-hardware
Boot stability and annotations	Review journal evidence and mark manual stops before interpreting crashes or unclean boots.	/rust/power-hardware
Hardware watchdog	Review watchdog status; an enabled policy is not evidence that a physical watchdog is armed.	/rust/power-hardware
Recheck hardware helper	Refresh helper availability before altering privileged power settings; no device changes are made.	/rust/power-hardware
GPU clocks, voltage and fan tuning	Inspect or apply device-bound tuning; a faster clock can raise watts and temperature or destabilize work.	/rust/power-hardware
GPU tuning profiles	Save, apply, delete or select a boot GPU profile; test stability before using it at startup.	/rust/power-hardware
Measure GPU speed cost	Run repeatable decode benchmarks before and after a cap; compare throughput alongside mean watts and peak heat.	/rust/power-hardware
Compare measured GPU benchmark runs	Compare two finished, verified runs with matching workloads to quantify throughput, watts and heat without guessing.	/rust/power-hardware
GPU firmware inspection	Back up GPU firmware or check a local ROM file; inspection is not permission to flash firmware.	/rust/power-hardware
Review host restart or shutdown	Show running work and a time-limited review token before a host restart or poweroff; preview does not shut anything down.	/rust/power-hardware/options
Confirm reviewed host action	Execute only after a fresh signed impact review, exact typed phrase, and acknowledgement that running work may stop.	/rust/power-hardware/options
Edit live power settings	Apply selected per-device values now through the privileged owner; boot persistence is unchanged and each result needs verification.	/rust/power-hardware/options
Apply saved power profile	Apply a saved profile to the running machine without automatically setting it as the boot profile.	/rust/power-hardware/options
Reapply drifted power values	Reapply only the boot-profile settings that differ from reported live values; inspect partial failures.	/rust/power-hardware/options
Restore GPU boot defaults	Return selected GPU tuning settings to recorded boot defaults when present; exact device verification still applies.	/rust/power-hardware/tuning
Capture power profile	Capture the current readable power settings under a new name; capturing does not apply or enable a boot policy.	/rust/power-hardware/options
Disable power boot profile	Stop persisting the selected boot profile without claiming to undo settings already applied to the machine.	/rust/power-hardware/options
Save selected GPU tuning profile	Save the selected GPU clock, fan, voltage or cap values as a profile without changing live hardware.	/rust/power-hardware/tuning
Capture GPU tuning profile	Capture readable current GPU settings as a profile; unreadable settings are omitted rather than assumed.	/rust/power-hardware/tuning
Apply GPU tuning profile	Apply a saved GPU tuning profile live; inspect each device readback and monitor heat before persisting.	/rust/power-hardware/tuning
Persist GPU tuning profile	Select a verified GPU tuning profile for startup; boot-time changes can affect stability and heat.	/rust/power-hardware/tuning
Disable GPU tuning boot profile	Stop applying a GPU tuning profile at boot; this does not undo live changes already made.	/rust/power-hardware/tuning
Delete GPU tuning profile	Delete a custom GPU tuning profile after reviewing whether it remains selected at boot.	/rust/power-hardware/tuning
Start GPU benchmark	Measure the same running workload repeatedly for a trustworthy GPU speed and power comparison.	/rust/power-hardware/tuning
Try GPU setting and benchmark	Temporarily apply selected GPU settings while measuring performance; verify rollback and handle a failed restoration.	/rust/power-hardware/tuning
Test saved GPU profile	Benchmark the selected GPU profile as a temporary trial; compare with baseline and inspect restoration evidence.	/rust/power-hardware/tuning
Stop GPU benchmark	Request cancellation of a running GPU benchmark and verify that it has stopped before further tuning.	/rust/power-hardware/tuning
Delete benchmark history entry	Delete one finished GPU benchmark record; running workloads are not stopped by deleting history.	/rust/power-hardware/tuning
Back up GPU firmware	Request a read-only firmware backup from the selected GPU; never use this action to flash hardware.	/rust/power-hardware/tuning
Check local GPU ROM	Compare a local ROM image with the selected GPU without writing the image to the device.	/rust/power-hardware/tuning
Download saved GPU firmware	Download a previously backed-up GPU firmware image without writing firmware to the device.	/rust/power-hardware/tuning

Diagnostics and debug kits

Control	What it does	Page
Diagnostic checks	Read current instance checks; a passing check does not rule out an earlier crash.	/rust/diagnostics
Boot self-test	Inspect the last boot self-test result; missing evidence is not a pass.	/rust/diagnostics
Live system checks	Read live system diagnostics without changing host configuration.	/rust/diagnostics
Instance debug bundle	Read a sensitive, instance-specific debug report; administrator access is required.	/rust/diagnostics
Saved debug kits	List locally stored scrubbed debug kits and fleet collection state; administrators only.	/rust/diagnostics/debugkit
Create diagnostic bundle	Collect a scrubbed, SHA-256-verified support archive on this machine; administrators only.	/rust/diagnostics/debugkit
Download debug kit	Download the stored archive or ZIP with its checksum manifest; administrators only.	/rust/diagnostics/debugkit
Upload settings	Set a credential-protected HTTPS destination and local retention count; administrators only.	/rust/diagnostics/debugkit
Upload saved bundle	Send an existing scrubbed bundle to the configured HTTPS destination; administrators only.	/rust/diagnostics/debugkit
Collect from fleet members	Request signed debug-kit collection from selected enrolled members; administrators only.	/rust/diagnostics/debugkit
Crash analysis	Inspect prior boot and crash evidence; a missing marker cannot prove a power failure.	/rust/diagnostics/crash
Re-analyse	Request a refreshed journal analysis; prior evidence may remain stale until it completes.	/rust/diagnostics/crash
Capture readiness	Read netconsole, pstore, watchdog, lockup and crash-dump readiness without executing commands.	/rust/diagnostics/crash
Correlated stops	Compare recorded hard stops with captured evidence; absent capture leaves cause undetermined.	/rust/diagnostics/crash
Journal refresh state	See the journal refresh state and its bounded coverage before interpreting a crash report.	/rust/diagnostics/crash
Log window	Read bounded engine and launch logs; pause or follow the tail without losing your scroll position.	/rust/diagnostics/logs
Filtered logs	Select a bounded log window to inspect; this does not delete or modify log files.	/rust/diagnostics/logs
Events and metrics	Inspect recorded telemetry and filtered events; missing values mean unavailable, not zero.	/rust/diagnostics
Qualification evidence	Inspect qualification receipts and signed evidence without assuming unverified records are qualified.	/rust/diagnostics
Copy diagnostic evidence	Show the authorized instance report for copying; its contents can include private environment details.	/rust/diagnostics
Create encrypted configuration backup	Create a device-sealed configuration backup without model weights; keep the archive private.	/rust/diagnostics
Portable configuration transfer	Open the reviewed export, preview and restore flow; secrets and model weights are not transferred.	/rust/diagnostics
Run live USB diagnostics	Run read-only host checks on demand; results do not qualify an installation or release.	/rust/diagnostics
Save live USB evidence	Open the live diagnostics JSON for saving locally; it may contain private machine information.	/rust/diagnostics
Follow log tail	Refresh the bounded log window every five seconds while enabled; scrolling back preserves your position.	/rust/diagnostics/logs
Boot and parameter history	Compare boot verdicts, recorded failures and parameter saves without treating missing capture as proof.	/rust/diagnostics/crash
Local liveness	Check the local-only transport liveness route; it is not an engine readiness verdict.	/rust/diagnostics/health

Fleet

Control	What it does	Page
Fleet role	Select standalone, primary or member; switching roles changes which fleet operations this box accepts.	/rust/fleet
Box display name	Set a recognizable label for this box in the enrolled fleet.	/rust/fleet
Primary address	Enter the verified primary address this member will contact for enrollment and reports.	/rust/fleet
Single-use join code	Enter the code issued by the primary; it is consumed when this member joins.	/rust/fleet
Share running instances	Let the primary gateway route eligible work here when this member is joined.	/rust/fleet
Permitted actions	Select only the specific signed operations the primary may request on this member.	/rust/fleet
Permitted instance IDs	Restrict remote actions to listed instance IDs, or use * to allow all.	/rust/fleet
Unencrypted transport exception	Allow commands over unencrypted transport only when the network path is trusted.	/rust/fleet
Target member ID	Copy a member ID from the enrolled inventory; an unknown member is refused.	/rust/fleet
Target instance ID	Choose an instance reported by the online enrolled member.	/rust/fleet
Remote instance settings	Enter only permitted KEY=VALUE settings; applying them may restart the member instance.	/rust/fleet
Remote worker fields	Set a worker address, peer address, port and device only when starting a joined worker.	/rust/fleet
Fleet role and membership	Choose a standalone, primary or member role; joining a member uses a one-time code.	/rust/fleet
Add a box	Create a short-lived, single-use enrollment code on the primary for a new member.	/rust/fleet
Report now	Request an immediate member report; the result reports delivery or failure.	/rust/fleet
Remote action policy	Opt in to named remote actions and instance IDs; all remote actions are signed and audited.	/rust/fleet
Signed remote action	Queue an allowed action on an enrolled member, subject to that member's policy and safety checks.	/rust/fleet
Cancel queued action	Cancel a remote action before it has completed; an action already running may not be reversible.	/rust/fleet
Drain and restart hold	Hold new work while a member drains active requests before a planned restart.	/rust/fleet
Rotate action key	Rotate the signed-action key; members must confirm the new fingerprint on their next report.	/rust/fleet
Revoke membership	Remove a member from the primary's enrolled fleet; previously queued work may require review.	/rust/fleet
Sync status and history	Inspect joined peer readiness, running transfers, verified progress and past errors.	/rust/fleet/sync
Start verified transfer	Start a signed, resumable model or build transfer; the destination verifies full-file hashes.	/rust/fleet/sync
Resume transfer	Resume a failed transfer after rechecking the source manifest and destination space.	/rust/fleet/sync
Cancel transfer	Request cancellation between transfer chunks; an in-flight publication may still finish.	/rust/fleet/sync
Link reliability	Review member clock trust, loss, throughput, path MTU and configuration drift.	/rust/fleet/links
Probe joined member	Measure a joined member's authenticated link address; active probes generate network traffic.	/rust/fleet/links
Plan WireGuard overlay	Generate an overlay plan only; this does not change interfaces, routes or keys on disk.	/rust/fleet/links
Campaign progress	Read independently signed receipt progress; transport acknowledgments are not installation proof.	/rust/fleet/campaign
Campaign member history	Inspect a member's paginated diagnostic history and distinguish unsigned rows from signed evidence.	/rust/fleet/campaign/history
Run campaign controller	Recheck signed policy and live gates, then queue only authorized campaign steps; dispatch is not undoable.	/rust/fleet/campaign
Live owner qualification	Check the privileged local updater's live owner state; unavailable evidence does not qualify a release.	/rust/fleet/owner-state
Join and sync guide	Enroll a second member, verify its readiness and transfer a selected model with cancellation guidance.	/rust/fleet/guides
Campaign guide	Inspect signed policy and history, confirm dispatch and follow the controller's verified progress.	/rust/fleet/guides
Probe target	Use the enrolled member ID and an address that member actually reported.	/rust/fleet/links
Probe settings	Choose a transport port, attempt count and sample size before generating traffic.	/rust/fleet/links
Overlay nodes	Enter at least two unique overlay node lines; no interface is changed.	/rust/fleet/links
Overlay packet size	Choose the intended overlay MTU for the generated configuration preview.	/rust/fleet/links
Transfer endpoints	Choose distinct joined source and destination boxes for a verified transfer.	/rust/fleet/sync
Transfer item	Select a model or build path relative to its approved library.	/rust/fleet/sync
Transfer transport	Use the required encrypted peer transport to copy verified chunks.	/rust/fleet/sync
Transfer limits	Set the peer port, bandwidth limit and chunk size for a signed transfer.	/rust/fleet/sync
Transfer job ID	Use the ID returned by the transfer owner to resume or cancel that transfer.	/rust/fleet/sync
History member	Select a member enrolled on the primary whose event history you want to inspect.	/rust/fleet/campaign/history
History page size	Choose a nonnegative offset and up to 100 events for one history page.	/rust/fleet/campaign/history
Guide step	Choose the guided operation to run or undo; manual steps need a separate page.	/rust/fleet/guides
Guide inputs	Supply validated member and transfer identifiers required by the selected guide step.	/rust/fleet/guides

Virtual machines

Control	What it does	Page
Host prerequisites	Shows host requirements; a missing acceleration device prevents accelerated guests from starting.	/rust/system/vms
Guests	Lists saved guests, their running state, assigned disks and GPU groups, and available actions.	/rust/system/vms
State	Shows the supervisor's current guest state, start time, exit code and elapsed runtime.	/rust/system/vms
Guest name	Names the guest using letters, digits, dashes or underscores; changing a saved name requires a new guest.	/rust/system/vms
vCPUs	Sets how many virtual processor cores the guest may use, from 1 to 64.	/rust/system/vms
RAM MiB	Sets guest memory in mebibytes, from 512 to 262144, subject to available host memory.	/rust/system/vms
Disk image path	Selects an existing guest disk image inside the Panel images directory; saving does not create a disk.	/rust/system/vms
Disk format	Specifies whether the existing primary disk uses raw or qcow2 storage format.	/rust/system/vms
Optional ISO image path	Attaches an existing installer image read-only; leave this blank when using an installed guest disk.	/rust/system/vms
OVMF code firmware path	Locates an existing firmware code file required to boot the guest.	/rust/system/vms
OVMF variables template path	Locates the existing firmware variables file used to initialize the guest.	/rust/system/vms
Runner	Chooses the native Rust VM monitor or optional QEMU; monitor-only metrics and serial input need the native runner.	/rust/system/vms
Direct-boot Linux kernel	Uses an existing kernel for direct boot instead of the usual firmware path where supported.	/rust/system/vms
Direct-boot initrd	Attaches an optional initial memory image for direct kernel boot.	/rust/system/vms
Direct-boot kernel command line	Passes the supplied startup options verbatim to a direct-boot guest kernel.	/rust/system/vms
Network	Enables guest user-mode network translation or disconnects the guest network.	/rust/system/vms
Acceleration	Uses KVM when available or explicitly selects software emulation; GPU passthrough requires KVM.	/rust/system/vms
VFIO GPU	Assigns only a fully eligible non-boot IOMMU device group that the host workload is not using.	/rust/system/vms
VFIO GPU eligibility	Lists GPUs that cannot safely be passed through and the reason each group was refused.	/rust/system/vms
Start automatically	Starts the saved guest when the supervisor starts; this is a persistent setting.	/rust/system/vms
Allow removal of the existing GPU assignment	Explicitly permits clearing a previously assigned GPU group while editing a guest.	/rust/system/vms
Define guest	Validates and stores the guest definition without starting it or creating disk images.	/rust/system/vms
Edit guest	Changes an existing stopped guest without silently deleting advanced disk and forwarding settings.	/rust/system/vms
Start guest	Starts a saved guest after checking disk, firmware, host acceleration and device ownership.	/rust/system/vms
Stop guest	Requests shutdown of a running guest; a guest that does not exit may be terminated.	/rust/system/vms
Confirm guest stop	Confirms interruption of the running guest before the browser sends a stop request.	/rust/system/vms
Delete guest	Deletes the saved configuration of a stopped guest after explicit confirmation; disk images remain.	/rust/system/vms
Confirm permanent deletion	Requires explicit permission before removing a stopped guest configuration.	/rust/system/vms
Guest metrics	Displays available live processor, memory, storage and network counters for a running guest.	/rust/system/vms
Live console	Displays up to 200 recent guest serial lines while the guest is running.	/rust/system/vms
Send text to guest serial console	Sends text into the running guest terminal, which may execute it if a shell is active.	/rust/system/vms
Send console input	Submits the serial text followed by a newline to the active native guest monitor.	/rust/system/vms
Serial log tail	Shows the last 30 bounded guest serial lines retained by the supervisor.	/rust/system/vms
Guided VM tasks	Opens controlled instructions for installer passthrough and running a service inside a guest.	/rust/system/vms
Prepare guest	Checks that this name is unused and saves a new guest through the supervisor without starting it.	/rust/system/vms/guides
Boot guided guest	Starts only a guest prepared during this guided task; start can be reversed by stop.	/rust/system/vms/guides
Stop guided guest	Stops a tracked running guest and makes it eligible for another guided start or confirmed undo.	/rust/system/vms/guides
Send service command	After guest sign-in is confirmed, sends the supplied command to the running guest serial terminal.	/rust/system/vms/guides
I am signed in at the guest serial terminal	Confirms a guest shell is ready so submitted text is not sent to an unrelated login prompt.	/rust/system/vms/guides
Confirm removal of guided guest configuration	Authorizes deleting only the tracked and unchanged guest definition; disk images are not removed.	/rust/system/vms/guides
Inspect guided guest	Checks the actual guest state and retrieves the latest available serial output.	/rust/system/vms/guides
Undo guided guest	Stops and deletes only the guest configuration tracked as created by this guided task; disks remain.	/rust/system/vms/guides

Image, video and audio generation

Control	What it does	Page
Running instance ID	Choose the local instance that owns the media models and input files for this job.	/rust/media/guides/image
Generate	Generate an image using the selected external image instance and its per-job settings.	/rust/lexi-engine/images
Cancel	Request cancellation of the selected external image job; inspect status again before assuming it stopped.	/rust/lexi-engine/images
Image gallery	Review the external image instance's recorded outputs and their status.	/rust/lexi-engine/images
Run	Run a task using the external audio instance and its model-specific options.	/rust/lexi-engine/audio
Model	Choose the external audio model that supports the requested task.	/rust/lexi-engine/audio
Unload models	Unload external audio models to release memory; a later job must load them again.	/rust/lexi-engine/audio
Media guided tasks	Choose the media task and inspect the running instance before submitting a job.	/rust/media
Images	Generate or edit images using a live registered executor.	/rust/lexi-engine/images
Video	Generate video frames using a registered executor; retained files must fit the output limit.	/rust/lexi-engine/video
Speech	Convert text into speech or convert a voice using a registered executor.	/rust/lexi-engine/speech
Transcribe	Turn input WAV audio into text, translation, or diarized segments.	/rust/lexi-engine/transcribe
Audio	Run audio enhancement, separation, music, sound effects, or activity detection.	/rust/lexi-engine/audio
Models directory (absolute path)	Choose an absolute directory of locally installed media models; restart to apply.	/rust/lexi-engine
Model IDs, separated by commas	Select the registered media model IDs for this instance; restart to apply.	/rust/lexi-engine
Multimodal VRAM budget (MiB)	Set the memory budget in MiB for this instance; engine admission checks available memory.	/rust/lexi-engine
Multimodal device IDs (comma-separated)	Choose device IDs for this instance; restart to apply the device selection.	/rust/lexi-engine
Precision (auto, f16, bf16, f32)	Choose automatic or an explicitly supported precision for this instance.	/rust/lexi-engine
Save multimodal settings	Save model and device settings; restart the instance to apply new launch arguments.	/rust/lexi-engine
Use existing model directory	Reuse a compatible local model directory without moving or deleting source files.	/rust/lexi-engine
Model	Select a model reported with the chosen task by the running instance.	/rust/lexi-engine/images
Task	Choose a task supported by the selected model; unsupported tasks cannot be queued.	/rust/lexi-engine/images
Prompt / speech text	Describe the image, music, sound, video, or spoken reply to produce.	/rust/lexi-engine/images
Negative prompt (optional)	Describe unwanted visual elements for tasks that support negative prompting.	/rust/lexi-engine/images
Width (64-4096)	Set the output width from 64 to 4096 pixels, subject to the executor limits.	/rust/lexi-engine/images
Height (64-4096)	Set the output height from 64 to 4096 pixels, subject to the executor limits.	/rust/lexi-engine/images
Steps (1-250)	Set generation iterations between 1 and 250, subject to model limits.	/rust/lexi-engine/images
Seed (blank for random)	Specify a repeatable nonnegative random seed or leave blank to choose one automatically.	/rust/lexi-engine/images
Guidance	Set prompt guidance between zero and 100 when supported by the executor.	/rust/lexi-engine/images
Sampler (optional)	Choose an executor-supported sampling algorithm; blank keeps the model default.	/rust/lexi-engine/images
Scheduler (optional)	Choose an executor-supported noise schedule; blank keeps the default.	/rust/lexi-engine/images
Frames (1-512)	Set video frame count between 1 and 512 within the retained output limit.	/rust/lexi-engine/video
FPS (1-120)	Set video frame rate between 1 and 120 frames per second.	/rust/lexi-engine/video
Video output	Choose the supported video file format for the retained output.	/rust/lexi-engine/video
Input image file (optional)	Provide an absolute path to a supported file in this instance media-inputs directory.	/rust/lexi-engine/images
PNG mask file (for Inpaint)	Provide a PNG mask in the instance input directory when inpainting.	/rust/lexi-engine/images
Edit strength (0-1)	Set image edit strength from zero to one when required by a task.	/rust/lexi-engine/images
Input WAV file (when required)	Provide an absolute WAV path in the instance media-inputs directory for audio tasks.	/rust/lexi-engine/transcribe
Voice ID	Select an available voice identifier for speech synthesis or conversion.	/rust/lexi-engine/speech
Language	Request a supported language for speech or transcription; blank uses the executor default.	/rust/lexi-engine/speech
Submit to Lexi Engine	Queue the task with its per-job settings only after the engine confirms admission.	/rust/lexi-engine/images
Confirm job cancellation	Confirm a queued or running job may stop before it produces a complete result.	/rust/media/guides/image
Cancel job	Ask the engine to cancel a queued or active job; status must still be refreshed.	/rust/lexi-engine/images
Refresh job progress and gallery	Refresh authoritative engine job state and retained results.	/rust/lexi-engine/images
Model license	Review the model license; an unspecified commercial-use right must be verified.	/rust/lexi-engine/images
Engine inference receipt (not qualification)	Inspect the engine-provided request receipt; a queued job is not an output.	/rust/lexi-engine/images
Output gallery	Review or download retained artifacts only after the job succeeds.	/rust/lexi-engine/images
Lexify this workload (measured optimization)	Open measured optimization for this model without modifying the current job.	/rust/lexi-engine/images
Guided task: Generate an image	Walk through live model checking, submission, status, outputs, and cancellation.	/rust/media/guides/image
Guided task: Transcribe and speak a reply	Walk through audio input, transcript review, and speech generation.	/rust/media/guides/speech

Agents, MCP and LexiGuard

Control	What it does	Page
Agent status	Shows whether agent execution is supported and which authenticated transport is available.	/rust/agents
Agent permissions	Shows allow, ask or deny for each operation; permissions do not replace authentication.	/rust/agents
Save permission	Changes one operation policy for every tool in that operation and invalidates earlier approvals.	/rust/agents
MCP tool catalog	Lists the authenticated protocol's available tools and their required argument shapes.	/rust/agents/tools
Try a tool	Runs the selected call through the existing authenticated guard; changing actions may need approval.	/rust/agents/tools
Connect an MCP client	Explains the protocol endpoint, credential scope and approval steps without exposing secrets.	/rust/agents/connect
Preview tool permission scope	Shows all tools affected before allowing one operation; one tool cannot be granted in isolation.	/rust/agents/connect
Allow selected operation	Allows the operation shared by the chosen tool after confirmation, subject to safety restrictions.	/rust/agents/connect
Restore prior permission	Restores the earlier operation policy if nobody has changed it since the guided step.	/rust/agents/connect
Pending approvals	Shows guarded calls waiting for an administrator and when each approval expires.	/rust/guard
Approve	Approves one exact pending call once; only a signed-in administrator on this page can approve.	/rust/guard
Deny	Refuses the selected pending call without running it; requires browser confirmation.	/rust/guard
Recent decisions	Shows recorded approvals and refusals from the guard's audited decision history.	/rust/guard

macOS platform

Control	What it does	Page
macOS platform	Shows platform support, installation paths and limits; this view changes no settings.	/rust/macos
Feature availability	Shows which platform features are available and explains unsupported features.	/rust/macos
macOS engines	Checks installed inference runtimes, Metal support and the verified checksum before use.	/rust/macos/engines
Managed MLX pins	Displays versions pinned for the managed runtime; viewing these does not install software.	/rust/macos/engines
macOS install & services	Shows installer and service commands; copying these commands does not run them.	/rust/macos/install
Service inventory	Shows which service and helper components are installed; no service is started by viewing the status.	/rust/macos/install
macOS unified memory	Shows memory pressure, swap and a model-fit estimate for shared system and graphics memory.	/rust/macos/memory
Wired limit (MiB)	Sets the requested graphics working-set limit in MiB; the server rejects values outside the safe range.	/rust/macos/memory
Reapply this limit after reboot (opt in)	Opt in to restoring this graphics memory limit automatically after the next reboot.	/rust/macos/memory
Confirm wired limit change	Confirms that the privileged memory change or restore is intentional; the box is required.	/rust/macos/memory
Apply wired limit	Applies a confirmed GPU memory limit using the privileged helper; optional persistence survives reboot.	/rust/macos/memory
Revert wired limit	Restores the previously recorded GPU memory limit and its persistence setting.	/rust/macos/memory
Network inventory	Displays network ports and addresses without changing connectivity.	/rust/macos/network
Storage role parameters	Choose the role, share type, server and mountpoint for the storage action; invalid paths are rejected.	/rust/macos/network
Mount read-only	Mounts the selected share without permitting writes when checked.	/rust/macos/network
Confirm storage change	Requires explicit approval before the privileged helper mounts or unmounts a storage role.	/rust/macos/network
Mount storage role	Mounts a reviewed storage share through the privileged helper; active roles cannot be replaced.	/rust/macos/network
Unmount storage role	Unmounts a confirmed storage role only when no running instance uses it.	/rust/macos/network
Fleet member	Explains optional local discovery and fleet integration; discovery is off by default.	/rust/macos/network
Discover peers (JSON)	Runs an opt-in peer discovery read and shows its network inventory response without changing settings.	/rust/macos/network
macOS telemetry	Shows available processor, graphics, temperature, power and crash-report metadata without changing them.	/rust/macos/telemetry
Job sleep prevention	Shows whether running jobs can prevent system sleep; this page creates no sleep assertion.	/rust/macos/telemetry
Panic and crash reports	Lists diagnostic-report metadata only; report contents remain unopened.	/rust/macos/telemetry
Instance ID	Selects the currently active instance; starting or stopping a different instance is refused.	/rust/macos/setup
Confirm service change	Confirms that an administrator intends to start or stop the selected instance's service.	/rust/macos/setup
Check readiness	Checks host, verified runtime, selected instance and local model before startup without changing state.	/rust/macos/setup
Start serving	Requests the selected instance to start only after Metal runtime and model checks succeed.	/rust/macos/setup
Stop serving (undo)	Requests the selected instance to stop; it does not remove saved models or configuration.	/rust/macos/setup
Set up Metal serving	Guides an administrator through installation, model selection, verified Metal serving and rollback.	/rust/macos/setup

LexiOS console, first boot, Secure Boot and LexiKernel

Control	What it does	Page
LexiOS console	Opens first-boot, firmware trust and kernel-status guidance without changing the machine.	/rust/lexios
Secure Boot status	Reads firmware Secure Boot and setup mode; missing evidence is unknown, not enabled.	/rust/lexios/secure-boot
Download development certificate	Offers only the public certificate whose fingerprint matches the documented development image; it does not enroll a key.	/rust/lexios/secure-boot
Enroll in firmware db	Explains how to append the development certificate to the allowed-signatures list while preserving existing keys.	/rust/lexios/secure-boot
Verify firmware trust	Reminds you to inspect the firmware db; Secure Boot enabled alone does not prove certificate enrollment.	/rust/lexios/secure-boot
Console setup code	Requires the one-time console code for remote enrollment; only a verified loopback connection may omit it.	/rust/lexios/first-boot
Root password	Sets the separate root password for major system administration during first-boot setup.	/rust/lexios/first-boot
Administrator username	Names the first administrator; enrollment is a one-time operation.	/rust/lexios/first-boot
Administrator password	Requires at least twelve characters with uppercase, lowercase and a digit for the initial administrator.	/rust/lexios/first-boot
Optional machine name	Sets a machine name during first-boot enrollment, or leaves the default when omitted.	/rust/lexios/first-boot
Complete first-boot setup	Submits the one-time administrator and root credentials to the protected setup owner, never to the guide.	/rust/lexios/first-boot
Enrollment status	Reports whether first administrator enrollment remains pending, without revealing a code or password.	/rust/lexios/first-boot
Running kernel	Uses the kernel owner identity to distinguish Linux from LexiKernel rather than guessing from kernel version text.	/rust/lexios/kernel
Kernel capabilities	Shows reported LexiKernel subsystems and explains why each missing reading is unavailable or unknown.	/rust/lexios/kernel
Qualification gates	Displays protected release-gate results without turning a missing check into a passed qualification.	/rust/lexios/kernel
Next-boot kernel	Requests a one-time kernel selection only if a trusted boot authority advertises and accepts it; it does not reboot.	/rust/kernel
Guided tasks	Runs one checked task step at a time using the caller's permissions; firmware and credentials still require manual action.	/rust/lexios/tasks

API and integrations

Control	What it does	Page
API overview	Find registered routes and distinguish registration from a running inference service.	/rust/api
Base URLs	Inspect the current gateway URL and locate separate engine endpoints without exposing upstream ports.	/rust/api
Authentication key	Use a key created in Access; the Panel does not re-display secret key material.	/rust/api
Endpoint catalog	Choose a route from the registered API inventory; separate engine-only routes are identified.	/rust/api
Generate examples	Produce copyable command-line, Python and JavaScript examples for the selected endpoint.	/rust/api
Send test request	Send an allowlisted, non-destructive request through its real Panel handler, preserving authorization.	/rust/api
OpenAPI browser	Inspect the live schema and each operation's required role and token scope.	/rust/api/openapi
Model discovery	See available model IDs; an empty model list means there is nothing to request yet.	/rust/api
Chat completions	Call the configured gateway's chat route only when a model is available.	/rust/api
Messages	Use the separate engine Messages route only when the active engine declares support.	/rust/api
Typed decisions	Use a validated active Panel profile or a separately qualified engine scorer; unbound calls fail.	/rust/api
Embeddings	Embed inputs only when a selected and qualified upstream executor can serve the request.	/rust/api
Panel liveness	Check Panel health separately from inference readiness; liveness does not prove a model is loaded.	/rust/api
Guided API setup	Verify actual gateway or decision prerequisites; manual setup is not reported as completed.	/rust/api