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logx v0.1.0

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@devang007 devang007 released this 14 Jul 14:11
v0.1.0
c685797

logx v0.1.0 — first release

logx queries nginx logs in plain English, fully offline: a 15.57M-param
fine-tune of google/t5-efficient-tiny translates your question into a
strict JSON DSL, which a deterministic, read-only, shell-free executor runs
over your log files. No network calls, no data egress, Apache-2.0.

git clone https://github.com/devang007/logX && cd logX
./install.sh             # downloads the model asset below, verifies sha256
logx -q "top 5 ips" -src /var/log/nginx/access.log
tail -n 100000 access.log | logx -q "how many 502s in the last hour"
man logx

Model (attached assets)

  • logx-model-v0.1.0.zip (56 MB) — weights (safetensors) + tokenizer (JSON).
    No pickle files. See MODEL_CARD.md.
  • logx-model-v0.1.0.zip.sha256 — checksum, verified automatically by the installer.
Val metric (n=2,364) Value
Exact match 90.95%
JSON-valid 98.27%
Schema-valid 98.18%

Scope & safety

  • nginx access + error logs (Apache combined access format also parses).
  • Out-of-scope questions abstain (exit 2) — nothing executes.
  • Execution is restricted to an allowlist of read-only binaries; filter
    values never enter code. Model output is schema-validated before any run.
  • Known limits: OOD generalization not yet published; ~4 s model load per
    invocation (ONNX INT8 planned); English only.
Assets 4
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