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commit a1d8742
Author: Simon Mo <simon.mo@hey.com>
Date:   Mon Sep 9 23:21:00 2024 -0700

    Add NVIDIA Meetup slides, announce AMD meetup, and add contact info (vllm-project#8319)

commit 6cd5e5b
Author: Dipika Sikka <dipikasikka1@gmail.com>
Date:   Mon Sep 9 23:02:52 2024 -0400

    [Misc] Fused MoE Marlin support for GPTQ (vllm-project#8217)

commit c7cb5c3
Author: Kyle Sayers <kylesayrs@gmail.com>
Date:   Mon Sep 9 16:27:26 2024 -0400

    [Misc] GPTQ Activation Ordering (vllm-project#8135)

commit f9b4a2d
Author: Vladislav Kruglikov <vladislavkruglikov@outlook.com>
Date:   Mon Sep 9 21:20:46 2024 +0300

    [Bugfix] Correct adapter usage for cohere and jamba (vllm-project#8292)

commit 58fcc85
Author: Adam Lugowski <alugowski@gmail.com>
Date:   Mon Sep 9 11:16:37 2024 -0700

    [Frontend] Add progress reporting to run_batch.py (vllm-project#8060)

    Co-authored-by: Adam Lugowski <adam.lugowski@parasail.io>

commit 08287ef
Author: Kyle Mistele <kyle@mistele.com>
Date:   Mon Sep 9 09:45:11 2024 -0500

    [Bugfix] Streamed tool calls now more strictly follow OpenAI's format; ensures Vercel AI SDK compatibility (vllm-project#8272)

commit 4ef41b8
Author: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Date:   Sun Sep 8 00:01:51 2024 -0400

    [Bugfix] Fix async postprocessor in case of preemption (vllm-project#8267)

commit cfe712b
Author: Joe Runde <Joseph.Runde@ibm.com>
Date:   Sat Sep 7 14:03:16 2024 -0600

    [CI/Build] Use python 3.12 in cuda image (vllm-project#8133)

    Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>

commit b962ee1
Author: sumitd2 <91451282+sumitd2@users.noreply.github.com>
Date:   Sat Sep 7 23:48:40 2024 +0530

    ppc64le: Dockerfile fixed, and a script for buildkite (vllm-project#8026)

commit 36bf815
Author: Isotr0py <2037008807@qq.com>
Date:   Sun Sep 8 01:45:44 2024 +0800

    [Model][VLM] Decouple weight loading logic for `Paligemma` (vllm-project#8269)

commit e807125
Author: Isotr0py <2037008807@qq.com>
Date:   Sat Sep 7 16:38:23 2024 +0800

    [Model][VLM] Support multi-images inputs for InternVL2 models (vllm-project#8201)

commit 9f68e00
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Sat Sep 7 16:02:39 2024 +0800

    [Bugfix] Fix broken OpenAI tensorizer test (vllm-project#8258)

commit ce2702a
Author: youkaichao <youkaichao@gmail.com>
Date:   Fri Sep 6 22:40:46 2024 -0700

    [tpu][misc] fix typo (vllm-project#8260)

commit 795b662
Author: Wei-Sheng Chin <wschin@outlook.com>
Date:   Fri Sep 6 20:18:16 2024 -0700

    Enable Random Prefix Caching in Serving Profiling Tool (benchmark_serving.py) (vllm-project#8241)

commit 2f707fc
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Sat Sep 7 10:57:24 2024 +0800

    [Model] Multi-input support for LLaVA (vllm-project#8238)

commit 41e95c5
Author: Kyle Mistele <kyle@mistele.com>
Date:   Fri Sep 6 21:49:01 2024 -0500

    [Bugfix] Fix Hermes tool call chat template bug (vllm-project#8256)

    Co-authored-by: Kyle Mistele <kyle@constellate.ai>

commit 12dd715
Author: William Lin <SolitaryThinker@users.noreply.github.com>
Date:   Fri Sep 6 17:48:48 2024 -0700

    [misc] [doc] [frontend] LLM torch profiler support (vllm-project#7943)

commit 29f49cd
Author: Patrick von Platen <patrick.v.platen@gmail.com>
Date:   Sat Sep 7 01:02:05 2024 +0200

    [Model] Allow loading from original Mistral format (vllm-project#8168)

    Co-authored-by: Michael Goin <michael@neuralmagic.com>

commit 23f3222
Author: Dipika Sikka <dipikasikka1@gmail.com>
Date:   Fri Sep 6 18:29:03 2024 -0400

    [Misc] Remove `SqueezeLLM` (vllm-project#8220)

commit 9db52ea
Author: rasmith <Randall.Smith@amd.com>
Date:   Fri Sep 6 17:26:09 2024 -0500

    [Kernel] [Triton] Memory optimization for awq_gemm and awq_dequantize, 2x throughput (vllm-project#8248)

commit 1447c97
Author: Alexey Kondratiev(AMD) <143633163+alexeykondrat@users.noreply.github.com>
Date:   Fri Sep 6 14:51:03 2024 -0400

    [CI/Build] Increasing timeout for multiproc worker tests (vllm-project#8203)

commit de80783
Author: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Date:   Fri Sep 6 09:18:35 2024 -0700

    [Misc] Use ray[adag] dependency instead of cuda (vllm-project#7938)

commit e5cab71
Author: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Date:   Fri Sep 6 12:01:14 2024 -0400

    [Frontend] Add --logprobs argument to `benchmark_serving.py` (vllm-project#8191)

commit baa5467
Author: Nick Hill <nickhill@us.ibm.com>
Date:   Thu Sep 5 20:39:29 2024 -0700

    [BugFix] Fix Granite model configuration (vllm-project#8216)

commit db3bf7c
Author: Jiaxin Shan <seedjeffwan@gmail.com>
Date:   Thu Sep 5 18:10:33 2024 -0700

    [Core] Support load and unload LoRA in api server (vllm-project#6566)

    Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

commit 2febcf2
Author: sroy745 <142070531+sroy745@users.noreply.github.com>
Date:   Thu Sep 5 13:25:29 2024 -0700

    [Documentation][Spec Decode] Add documentation about lossless guarantees in Speculative Decoding in vLLM (vllm-project#7962)

commit 2ee4528
Author: Michael Goin <michael@neuralmagic.com>
Date:   Thu Sep 5 11:09:46 2024 -0400

    Move verify_marlin_supported to GPTQMarlinLinearMethod (vllm-project#8165)

commit 9da25a8
Author: Alex Brooks <alex.brooks@ibm.com>
Date:   Thu Sep 5 06:48:10 2024 -0600

    [MODEL] Qwen Multimodal Support (Qwen-VL / Qwen-VL-Chat) (vllm-project#8029)

    Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
    Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

commit 8685ba1
Author: manikandan.tm@zucisystems.com <94887255+Manikandan-Thangaraj-ZS0321@users.noreply.github.com>
Date:   Thu Sep 5 17:03:37 2024 +0530

    Inclusion of InternVLChatModel In PP_SUPPORTED_MODELS(Pipeline Parallelism) (vllm-project#7860)

commit 288a938
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Thu Sep 5 18:51:53 2024 +0800

    [Doc] Indicate more information about supported modalities (vllm-project#8181)

commit e39ebf5
Author: Elfie Guo <164945471+elfiegg@users.noreply.github.com>
Date:   Wed Sep 4 22:12:26 2024 -0700

    [Core/Bugfix] Add query dtype as per FlashInfer API requirements. (vllm-project#8173)

commit ba262c4
Author: Kevin H. Luu <kevin@anyscale.com>
Date:   Wed Sep 4 20:33:12 2024 -0700

    [ci] Mark LoRA test as soft-fail (vllm-project#8160)

    Signed-off-by: kevin <kevin@anyscale.com>

commit 4624d98
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Wed Sep 4 20:31:48 2024 -0700

    [Misc] Clean up RoPE forward_native (vllm-project#8076)

commit 1afc931
Author: William Lin <SolitaryThinker@users.noreply.github.com>
Date:   Wed Sep 4 17:35:36 2024 -0700

    [bugfix] >1.43 constraint for openai (vllm-project#8169)

    Co-authored-by: Michael Goin <michael@neuralmagic.com>

commit e01c2be
Author: Maureen McElaney <mmcelaney@users.noreply.github.com>
Date:   Wed Sep 4 19:50:13 2024 -0400

    [Doc] [Misc] Create CODE_OF_CONDUCT.md (vllm-project#8161)

commit 32e7db2
Author: Simon Mo <simon.mo@hey.com>
Date:   Wed Sep 4 16:34:27 2024 -0700

    Bump version to v0.6.0 (vllm-project#8166)

commit 008cf88
Author: Harsha vardhan manoj Bikki <39381063+hbikki@users.noreply.github.com>
Date:   Wed Sep 4 16:33:43 2024 -0700

    [Neuron] Adding support for adding/ overriding neuron configuration a… (vllm-project#8062)

    Co-authored-by: Harsha Bikki <harbikh@amazon.com>

commit 77d9e51
Author: Cody Yu <hao.yu.cody@gmail.com>
Date:   Wed Sep 4 13:23:22 2024 -0700

    [MISC] Replace input token throughput with total token throughput (vllm-project#8164)

    Co-authored-by: Michael Goin <michael@neuralmagic.com>

commit e02ce49
Author: Kyle Mistele <kyle@mistele.com>
Date:   Wed Sep 4 15:18:13 2024 -0500

    [Feature] OpenAI-Compatible Tools API + Streaming for Hermes & Mistral models (vllm-project#5649)

    Co-authored-by: constellate <constellate@1-ai-appserver-staging.codereach.com>
    Co-authored-by: Kyle Mistele <kyle@constellate.ai>

commit 561d6f8
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Wed Sep 4 13:05:50 2024 -0700

    [CI] Change test input in Gemma LoRA test (vllm-project#8163)

commit d1dec64
Author: alexeykondrat <143633163+alexeykondrat@users.noreply.github.com>
Date:   Wed Sep 4 14:57:54 2024 -0400

    [CI/Build][ROCm] Enabling LoRA tests on ROCm (vllm-project#7369)

    Co-authored-by: Simon Mo <simon.mo@hey.com>

commit 2ad2e56
Author: Cody Yu <hao.yu.cody@gmail.com>
Date:   Wed Sep 4 11:53:25 2024 -0700

    [MISC] Consolidate FP8 kv-cache tests (vllm-project#8131)

commit d331156
Author: wnma <wnma3mz@gmail.com>
Date:   Wed Sep 4 18:55:37 2024 +0800

    [Bugfix] remove post_layernorm in siglip (vllm-project#8106)

commit ccd7207
Author: TimWang <7367474+haitwang-cloud@users.noreply.github.com>
Date:   Wed Sep 4 14:17:05 2024 +0800

    chore: Update check-wheel-size.py to read MAX_SIZE_MB from env (vllm-project#8103)

commit 855c262
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Wed Sep 4 13:22:17 2024 +0800

    [Frontend] Multimodal support in offline chat (vllm-project#8098)

commit 2be8ec6
Author: Peter Salas <peter@fixie.ai>
Date:   Tue Sep 3 21:38:21 2024 -0700

    [Model] Add Ultravox support for multiple audio chunks (vllm-project#7963)

commit e16fa99
Author: Dipika Sikka <dipikasikka1@gmail.com>
Date:   Tue Sep 3 22:12:41 2024 -0400

    [Misc] Update fbgemmfp8 to use `vLLMParameters` (vllm-project#7972)

    Co-authored-by: Michael Goin <michael@neuralmagic.com>

commit 61f4a93
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Tue Sep 3 18:35:33 2024 -0700

    [TPU][Bugfix] Use XLA rank for persistent cache path (vllm-project#8137)

commit d4db9f5
Author: Nick Hill <nickhill@us.ibm.com>
Date:   Tue Sep 3 17:57:41 2024 -0700

    [Benchmark] Add `--async-engine` option to benchmark_throughput.py (vllm-project#7964)

commit 2188a60
Author: Dipika Sikka <dipikasikka1@gmail.com>
Date:   Tue Sep 3 17:21:44 2024 -0400

    [Misc] Update `GPTQ` to use `vLLMParameters` (vllm-project#7976)

commit dc0b606
Author: Simon Mo <simon.mo@hey.com>
Date:   Tue Sep 3 14:11:42 2024 -0700

    [CI] Change PR remainder to avoid at-mentions (vllm-project#8134)

commit 0af3abe
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Tue Sep 3 13:29:24 2024 -0700

    [TPU][Bugfix] Fix next_token_ids shape (vllm-project#8128)

commit f1575dc
Author: Kevin H. Luu <kevin@anyscale.com>
Date:   Tue Sep 3 13:25:09 2024 -0700

    [ci] Fix GHA workflow  (vllm-project#8129)

    Signed-off-by: kevin <kevin@anyscale.com>

commit c02638e
Author: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Date:   Tue Sep 3 22:37:08 2024 +0300

    [CI/Build] make pip install vllm work in macos (for import only) (vllm-project#8118)

commit 652c83b
Author: Antoni Baum <antoni.baum@protonmail.com>
Date:   Tue Sep 3 12:28:25 2024 -0700

    [Misc] Raise a more informative exception in add/remove_logger (vllm-project#7750)

commit 6d646d0
Author: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Date:   Tue Sep 3 14:50:29 2024 -0400

    [Core] Optimize Async + Multi-step (vllm-project#8050)

commit 95a178f
Author: Kevin H. Luu <kevin@anyscale.com>
Date:   Tue Sep 3 11:32:27 2024 -0700

    [CI] Only PR reviewers/committers can trigger CI on PR (vllm-project#8124)

    Signed-off-by: kevin <kevin@anyscale.com>

commit bd852f2
Author: Cody Yu <hao.yu.cody@gmail.com>
Date:   Tue Sep 3 10:49:18 2024 -0700

    [Performance] Enable chunked prefill and prefix caching together (vllm-project#8120)

    Co-authored-by: Tao He <sighingnow@gmail.com>
    Co-authored-by: Juelianqvq <Juelianqvq@noreply.github.com>

commit ec26653
Author: Isotr0py <2037008807@qq.com>
Date:   Tue Sep 3 21:37:52 2024 +0800

    [Bugfix][VLM] Add fallback to SDPA for ViT model running on CPU backend (vllm-project#8061)

commit 0fbc669
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Mon Sep 2 20:35:42 2024 -0700

    [Bugfix] Fix single output condition in output processor (vllm-project#7881)

commit 6e36f4f
Author: wang.yuqi <noooop@126.com>
Date:   Tue Sep 3 05:20:12 2024 +0800

    improve chunked prefill performance

    [Bugfix] Fix vllm-project#7592 vllm 0.5.4 enable_chunked_prefill throughput is slightly lower than 0.5.3~0.5.0. (vllm-project#7874)

commit dd2a6a8
Author: Isotr0py <2037008807@qq.com>
Date:   Mon Sep 2 23:48:56 2024 +0800

    [Bugfix] Fix internlm2 tensor parallel inference (vllm-project#8055)

commit 4ca65a9
Author: Isotr0py <2037008807@qq.com>
Date:   Mon Sep 2 20:43:26 2024 +0800

    [Core][Bugfix] Accept GGUF model without .gguf extension (vllm-project#8056)

commit e2b2aa5
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Sun Sep 1 23:09:46 2024 -0700

    [TPU] Align worker index with node boundary (vllm-project#7932)

commit e6a26ed
Author: Lily Liu <lilyliupku@gmail.com>
Date:   Sun Sep 1 21:23:29 2024 -0700

    [SpecDecode][Kernel] Flashinfer Rejection Sampling (vllm-project#7244)

commit f8d6014
Author: Shawn Tan <shawn@wtf.sg>
Date:   Sun Sep 1 21:37:18 2024 -0400

    [Model] Add Granite model (vllm-project#7436)

    Co-authored-by: Nick Hill <nickhill@us.ibm.com>

commit 5b86b19
Author: Roger Wang <136131678+ywang96@users.noreply.github.com>
Date:   Sun Sep 1 14:46:57 2024 -0700

    [Misc] Optional installation of audio related packages (vllm-project#8063)

commit 5231f08
Author: Roger Wang <136131678+ywang96@users.noreply.github.com>
Date:   Sat Aug 31 16:35:53 2024 -0700

    [Frontend][VLM] Add support for multiple multi-modal items (vllm-project#8049)

commit 8423aef
Author: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
Date:   Sat Aug 31 15:44:03 2024 -0400

    [BugFix][Core] Multistep Fix Crash on Request Cancellation (vllm-project#8059)

commit 4f5d844
Author: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Date:   Sat Aug 31 09:27:58 2024 +0200

    [Bugfix] Fix ModelScope models in v0.5.5 (vllm-project#8037)

commit d05f0a9
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Sat Aug 31 13:26:55 2024 +0800

    [Bugfix] Fix import error in Phi-3.5-MoE (vllm-project#8052)

commit 622f8ab
Author: Pavani Majety <pmajety@nvidia.com>
Date:   Fri Aug 30 22:18:50 2024 -0700

    [Bugfix] bugfix and add model test for flashinfer fp8 kv cache. (vllm-project#8013)

commit 1248e85
Author: Wenxiang <8460860+wenxcs@users.noreply.github.com>
Date:   Sat Aug 31 03:42:57 2024 +0800

    [Model] Adding support for MSFT Phi-3.5-MoE (vllm-project#7729)

    Co-authored-by: Your Name <you@example.com>
    Co-authored-by: Zeqi Lin <zelin@microsoft.com>
    Co-authored-by: Zeqi Lin <Zeqi.Lin@microsoft.com>

commit 2684efc
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Fri Aug 30 09:01:26 2024 -0700

    [TPU][Bugfix] Fix tpu type api (vllm-project#8035)

commit 058344f
Author: Kaunil Dhruv <dhruv.kaunil@gmail.com>
Date:   Fri Aug 30 08:21:02 2024 -0700

    [Frontend]-config-cli-args (vllm-project#7737)

    Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
    Co-authored-by: Kaunil Dhruv <kaunil_dhruv@intuit.com>

commit 98cef6a
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Fri Aug 30 23:20:34 2024 +0800

    [Core] Increase default `max_num_batched_tokens` for multimodal models (vllm-project#8028)

commit f97be32
Author: Jungho Christopher Cho <wjdgh6655@gmail.com>
Date:   Sat Aug 31 00:19:27 2024 +0900

    [VLM][Model] TP support for ViTs (vllm-project#7186)

    Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
    Co-authored-by: Roger Wang <ywang@roblox.com>

commit afd39a4
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Fri Aug 30 23:03:28 2024 +0800

    [Bugfix] Fix import error in Exaone model (vllm-project#8034)

commit 2148441
Author: Richard Liu <39319471+richardsliu@users.noreply.github.com>
Date:   Fri Aug 30 00:27:40 2024 -0700

    [TPU] Support single and multi-host TPUs on GKE (vllm-project#7613)

commit dc13e99
Author: Yohan Na <nayohan13@gmail.com>
Date:   Fri Aug 30 15:34:20 2024 +0900

    [MODEL] add Exaone model support (vllm-project#7819)

commit 34a0e96
Author: Avshalom Manevich <12231371+avshalomman@users.noreply.github.com>
Date:   Fri Aug 30 11:11:39 2024 +0700

    [Kernel] changing fused moe kernel chunk size default to 32k (vllm-project#7995)

commit 80c7b08
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Thu Aug 29 19:35:29 2024 -0700

    [TPU] Async output processing for TPU (vllm-project#8011)

commit 428dd14
Author: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Date:   Thu Aug 29 22:19:08 2024 -0400

    [Core] Logprobs support in Multi-step (vllm-project#7652)

commit 4abed65
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Fri Aug 30 08:49:04 2024 +0800

    [VLM] Disallow overflowing `max_model_len` for multimodal models (vllm-project#7998)

commit 0c785d3
Author: Wei-Sheng Chin <wechi@microsoft.com>
Date:   Thu Aug 29 16:48:11 2024 -0700

    Add more percentiles and latencies (vllm-project#7759)

commit 4664cea
Author: chenqianfzh <51831990+chenqianfzh@users.noreply.github.com>
Date:   Thu Aug 29 16:09:08 2024 -0700

    support bitsandbytes 8-bit and FP4 quantized models (vllm-project#7445)

commit 257afc3
Author: Harsha vardhan manoj Bikki <39381063+hbikki@users.noreply.github.com>
Date:   Thu Aug 29 13:58:14 2024 -0700

    [Neuron] Adding support for context-lenght, token-gen buckets. (vllm-project#7885)

    Co-authored-by: Harsha Bikki <harbikh@amazon.com>

commit 86a677d
Author: Dipika Sikka <dipikasikka1@gmail.com>
Date:   Thu Aug 29 16:46:55 2024 -0400

    [misc] update tpu int8 to use new vLLM Parameters (vllm-project#7973)

commit d78789a
Author: Isotr0py <2037008807@qq.com>
Date:   Fri Aug 30 03:54:49 2024 +0800

    [Bugfix] Fix incorrect vocal embedding shards for GGUF model in tensor parallelism (vllm-project#7954)

commit c334b18
Author: kushanam <42385577+kushanam@users.noreply.github.com>
Date:   Thu Aug 29 12:15:04 2024 -0700

    extend cuda graph size for H200 (vllm-project#7894)

    Co-authored-by: youkaichao <youkaichao@126.com>

commit 6b34215
Author: Pavani Majety <pavanimajety@gmail.com>
Date:   Thu Aug 29 11:53:11 2024 -0700

    [Core][Kernels] Enable FP8 KV Cache with Flashinfer backend.  + BugFix for kv_cache_dtype=auto (vllm-project#7985)

    Co-authored-by: Simon Mo <simon.mo@hey.com>
    Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>

commit 3f60f22
Author: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Date:   Thu Aug 29 14:18:26 2024 -0400

    [Core] Combine async postprocessor and multi-step (vllm-project#7921)

commit f205c09
Author: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
Date:   Thu Aug 29 07:18:13 2024 +0200

    [Bugfix] Unify rank computation across regular decoding and speculative decoding (vllm-project#7899)

commit ef99a78
Author: youkaichao <youkaichao@gmail.com>
Date:   Wed Aug 28 21:27:06 2024 -0700

    Revert "[Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available." (vllm-project#7982)

commit 74d5543
Author: Peter Salas <peter@fixie.ai>
Date:   Wed Aug 28 20:24:31 2024 -0700

    [VLM][Core] Fix exceptions on ragged NestedTensors (vllm-project#7974)

commit a7f65c2
Author: youkaichao <youkaichao@gmail.com>
Date:   Wed Aug 28 17:32:26 2024 -0700

    [torch.compile] remove reset (vllm-project#7975)

commit 4289cad
Author: Nick Hill <nickhill@us.ibm.com>
Date:   Wed Aug 28 17:22:43 2024 -0700

    [Frontend] Minor optimizations to zmq decoupled front-end (vllm-project#7957)

    Co-authored-by: Robert Shaw <rshaw@neuralmagic>

commit af59df0
Author: Michael Goin <michael@neuralmagic.com>
Date:   Wed Aug 28 19:19:17 2024 -0400

    Remove faulty Meta-Llama-3-8B-Instruct-FP8.yaml lm-eval test (vllm-project#7961)

commit ce6bf3a
Author: youkaichao <youkaichao@gmail.com>
Date:   Wed Aug 28 16:10:12 2024 -0700

    [torch.compile] avoid Dynamo guard evaluation overhead (vllm-project#7898)

    Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

commit 3cdfe1f
Author: bnellnm <49004751+bnellnm@users.noreply.github.com>
Date:   Wed Aug 28 18:11:49 2024 -0400

    [Bugfix] Make torch registration of punica ops optional (vllm-project#7970)

commit fdd9daa
Author: Mor Zusman <mor.zusmann@gmail.com>
Date:   Thu Aug 29 01:06:52 2024 +0300

    [Kernel/Model] Migrate mamba_ssm and causal_conv1d kernels to vLLM (vllm-project#7651)

commit 8c56e57
Author: Stas Bekman <stas00@users.noreply.github.com>
Date:   Wed Aug 28 13:54:23 2024 -0700

    [Doc] fix 404 link (vllm-project#7966)

commit eeffde1
Author: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date:   Wed Aug 28 13:10:21 2024 -0700

    [TPU] Upgrade PyTorch XLA nightly (vllm-project#7967)

commit e5697d1
Author: rasmith <Randall.Smith@amd.com>
Date:   Wed Aug 28 14:37:47 2024 -0500

    [Kernel] [Triton] [AMD] Adding Triton implementations awq_dequantize and awq_gemm to support AWQ (vllm-project#7386)

commit b98cc28
Author: Pavani Majety <pavanimajety@gmail.com>
Date:   Wed Aug 28 10:01:22 2024 -0700

    [Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available. (vllm-project#7798)

    Co-authored-by: Simon Mo <simon.mo@hey.com>

commit ef9baee
Author: Cyrus Leung <tlleungac@connect.ust.hk>
Date:   Wed Aug 28 23:11:18 2024 +0800

    [Bugfix][VLM] Fix incompatibility between vllm-project#7902 and vllm-project#7230 (vllm-project#7948)

commit 98c12cf
Author: Stas Bekman <stas00@users.noreply.github.com>
Date:   Wed Aug 28 05:12:32 2024 -0700

    [Doc] fix the autoAWQ example (vllm-project#7937)

commit f52a43a
Author: youkaichao <youkaichao@gmail.com>
Date:   Wed Aug 28 01:27:07 2024 -0700

    [ci][test] fix pp test failure (vllm-project#7945)

commit e358053
Author: Cody Yu <hao.yu.cody@gmail.com>
Date:   Wed Aug 28 00:36:31 2024 -0700

    [Performance] Enable chunked prefill and prefix caching together (vllm-project#7753)
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35 changes: 21 additions & 14 deletions .buildkite/check-wheel-size.py
Original file line number Diff line number Diff line change
@@ -1,36 +1,43 @@
import os
import sys
import zipfile

MAX_SIZE_MB = 250
# Read the VLLM_MAX_SIZE_MB environment variable, defaulting to 250 MB
VLLM_MAX_SIZE_MB = int(os.environ.get('VLLM_MAX_SIZE_MB', 250))


def print_top_10_largest_files(zip_file):
"""Print the top 10 largest files in the given zip file."""
with zipfile.ZipFile(zip_file, 'r') as z:
file_sizes = [(f, z.getinfo(f).file_size) for f in z.namelist()]
file_sizes.sort(key=lambda x: x[1], reverse=True)
for f, size in file_sizes[:10]:
print(f"{f}: {size/(1024*1024)} MBs uncompressed.")
print(f"{f}: {size / (1024 * 1024):.2f} MBs uncompressed.")


def check_wheel_size(directory):
"""Check the size of .whl files in the given directory."""
for root, _, files in os.walk(directory):
for f in files:
if f.endswith(".whl"):
wheel_path = os.path.join(root, f)
wheel_size = os.path.getsize(wheel_path)
wheel_size_mb = wheel_size / (1024 * 1024)
if wheel_size_mb > MAX_SIZE_MB:
print(
f"Wheel {wheel_path} is too large ({wheel_size_mb} MB) "
f"compare to the allowed size ({MAX_SIZE_MB} MB).")
for file_name in files:
if file_name.endswith(".whl"):
wheel_path = os.path.join(root, file_name)
wheel_size_mb = os.path.getsize(wheel_path) / (1024 * 1024)
if wheel_size_mb > VLLM_MAX_SIZE_MB:
print(f"Not allowed: Wheel {wheel_path} is larger "
f"({wheel_size_mb:.2f} MB) than the limit "
f"({VLLM_MAX_SIZE_MB} MB).")
print_top_10_largest_files(wheel_path)
return 1
else:
print(f"Wheel {wheel_path} is within the allowed size "
f"({wheel_size_mb} MB).")
f"({wheel_size_mb:.2f} MB).")
return 0


if __name__ == "__main__":
import sys
sys.exit(check_wheel_size(sys.argv[1]))
if len(sys.argv) < 2:
print("Usage: python check-wheel-size.py <directory>")
sys.exit(1)

directory = sys.argv[1]
sys.exit(check_wheel_size(directory))
1 change: 0 additions & 1 deletion .buildkite/lm-eval-harness/configs/models-small.txt
Original file line number Diff line number Diff line change
@@ -1,5 +1,4 @@
Meta-Llama-3-8B-Instruct.yaml
Meta-Llama-3-8B-Instruct-FP8.yaml
Meta-Llama-3-8B-Instruct-FP8-compressed-tensors.yaml
Meta-Llama-3-8B-Instruct-INT8-compressed-tensors.yaml
Meta-Llama-3-8B-Instruct-nonuniform-compressed-tensors.yaml
Expand Down
47 changes: 41 additions & 6 deletions .buildkite/run-amd-test.sh
100644 → 100755
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
# This script runs test inside the corresponding ROCm docker container.
set -ex
set -o pipefail

# Print ROCm version
echo "--- Confirming Clean Initial State"
Expand Down Expand Up @@ -70,16 +70,51 @@ HF_CACHE="$(realpath ~)/huggingface"
mkdir -p ${HF_CACHE}
HF_MOUNT="/root/.cache/huggingface"

docker run \
commands=$@
PARALLEL_JOB_COUNT=8
# check if the command contains shard flag, we will run all shards in parallel because the host have 8 GPUs.
if [[ $commands == *"--shard-id="* ]]; then
for GPU in $(seq 0 $(($PARALLEL_JOB_COUNT-1))); do
#replace shard arguments
commands=${@//"--shard-id= "/"--shard-id=${GPU} "}
commands=${commands//"--num-shards= "/"--num-shards=${PARALLEL_JOB_COUNT} "}
docker run \
--device /dev/kfd --device /dev/dri \
--network host \
--shm-size=16gb \
--rm \
-e HIP_VISIBLE_DEVICES=0 \
-e HIP_VISIBLE_DEVICES=${GPU} \
-e HF_TOKEN \
-v ${HF_CACHE}:${HF_MOUNT} \
-e HF_HOME=${HF_MOUNT} \
--name ${container_name} \
--name ${container_name}_${GPU} \
${image_name} \
/bin/bash -c "${@}"

/bin/bash -c "${commands}" \
|& while read -r line; do echo ">>Shard $GPU: $line"; done &
PIDS+=($!)
done
#wait for all processes to finish and collect exit codes
for pid in ${PIDS[@]}; do
wait ${pid}
STATUS+=($?)
done
for st in ${STATUS[@]}; do
if [[ ${st} -ne 0 ]]; then
echo "One of the processes failed with $st"
exit ${st}
fi
done
else
docker run \
--device /dev/kfd --device /dev/dri \
--network host \
--shm-size=16gb \
--rm \
-e HIP_VISIBLE_DEVICES=0 \
-e HF_TOKEN \
-v ${HF_CACHE}:${HF_MOUNT} \
-e HF_HOME=${HF_MOUNT} \
--name ${container_name} \
${image_name} \
/bin/bash -c "${commands}"
fi
32 changes: 32 additions & 0 deletions .buildkite/run-cpu-test-ppc64le.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
# This script build the CPU docker image and run the offline inference inside the container.
# It serves a sanity check for compilation and basic model usage.
set -ex

# Try building the docker image
docker build -t cpu-test -f Dockerfile.ppc64le .

# Setup cleanup
remove_docker_container() { docker rm -f cpu-test || true; }
trap remove_docker_container EXIT
remove_docker_container

# Run the image, setting --shm-size=4g for tensor parallel.
#docker run -itd --entrypoint /bin/bash -v ~/.cache/huggingface:/root/.cache/huggingface --privileged=true --network host -e HF_TOKEN --env VLLM_CPU_KVCACHE_SPACE=4 --shm-size=4g --name cpu-test cpu-test
docker run -itd --entrypoint /bin/bash -v ~/.cache/huggingface:/root/.cache/huggingface --privileged=true --network host -e HF_TOKEN --name cpu-test cpu-test

# Run basic model test
docker exec cpu-test bash -c "
pip install pytest matplotlib einops transformers_stream_generator
pytest -v -s tests/models -m \"not vlm\" --ignore=tests/models/test_embedding.py --ignore=tests/models/test_oot_registration.py --ignore=tests/models/test_registry.py --ignore=tests/models/test_jamba.py --ignore=tests/models/test_danube3_4b.py" # Mamba and Danube3-4B on CPU is not supported

# online inference
docker exec cpu-test bash -c "
python3 -m vllm.entrypoints.openai.api_server --model facebook/opt-125m &
timeout 600 bash -c 'until curl localhost:8000/v1/models; do sleep 1; done' || exit 1
python3 benchmarks/benchmark_serving.py \
--backend vllm \
--dataset-name random \
--model facebook/opt-125m \
--num-prompts 20 \
--endpoint /v1/completions \
--tokenizer facebook/opt-125m"
7 changes: 6 additions & 1 deletion .buildkite/run-cpu-test.sh
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,12 @@ docker exec cpu-test-avx2 bash -c "python3 examples/offline_inference.py"
# Run basic model test
docker exec cpu-test bash -c "
pip install pytest matplotlib einops transformers_stream_generator
pytest -v -s tests/models -m \"not vlm\" --ignore=tests/models/test_embedding.py --ignore=tests/models/test_oot_registration.py --ignore=tests/models/test_registry.py --ignore=tests/models/test_jamba.py --ignore=tests/models/test_danube3_4b.py" # Mamba and Danube3-4B on CPU is not supported
pytest -v -s tests/models -m \"not vlm\" --ignore=tests/models/test_embedding.py \
--ignore=tests/models/test_oot_registration.py \
--ignore=tests/models/test_registry.py \
--ignore=tests/models/test_fp8.py \
--ignore=tests/models/test_jamba.py \
--ignore=tests/models/test_danube3_4b.py" # Mamba and Danube3-4B on CPU is not supported

# online inference
docker exec cpu-test bash -c "
Expand Down
2 changes: 1 addition & 1 deletion .buildkite/run-tpu-test.sh
Original file line number Diff line number Diff line change
Expand Up @@ -12,4 +12,4 @@ remove_docker_container
# For HF_TOKEN.
source /etc/environment
# Run a simple end-to-end example.
docker run --privileged --net host --shm-size=16G -it -e HF_TOKEN=$HF_TOKEN --name tpu-test vllm-tpu /bin/bash -c "python3 -m pip install git+https://github.com/thuml/depyf.git && python3 /workspace/vllm/tests/tpu/test_compilation.py && python3 /workspace/vllm/examples/offline_inference_tpu.py"
docker run --privileged --net host --shm-size=16G -it -e HF_TOKEN=$HF_TOKEN --name tpu-test vllm-tpu /bin/bash -c "python3 -m pip install git+https://github.com/thuml/depyf.git && python3 -m pip install pytest && pytest -v -s /workspace/vllm/tests/tpu/test_custom_dispatcher.py && python3 /workspace/vllm/tests/tpu/test_compilation.py && python3 /workspace/vllm/examples/offline_inference_tpu.py"
30 changes: 27 additions & 3 deletions .buildkite/test-pipeline.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -90,6 +90,8 @@ steps:
- pytest -v -s entrypoints/llm --ignore=entrypoints/llm/test_lazy_outlines.py
- pytest -v -s entrypoints/llm/test_lazy_outlines.py # it needs a clean process
- pytest -v -s entrypoints/openai
- pytest -v -s entrypoints/test_chat_utils.py


- label: Distributed Tests (4 GPUs) # 10min
working_dir: "/vllm-workspace/tests"
Expand Down Expand Up @@ -156,6 +158,7 @@ steps:
- python3 offline_inference_with_prefix.py
- python3 llm_engine_example.py
- python3 offline_inference_vision_language.py
- python3 offline_inference_vision_language_multi_image.py
- python3 tensorize_vllm_model.py --model facebook/opt-125m serialize --serialized-directory /tmp/ --suffix v1 && python3 tensorize_vllm_model.py --model facebook/opt-125m deserialize --path-to-tensors /tmp/vllm/facebook/opt-125m/v1/model.tensors
- python3 offline_inference_encoder_decoder.py

Expand All @@ -173,6 +176,7 @@ steps:
- vllm/
commands:
- pytest -v -s ./compile/test_full_graph.py
- pytest -v -s ./compile/test_wrapper.py


- label: Vision Language Models Test # 42min
Expand Down Expand Up @@ -216,9 +220,9 @@ steps:
- pytest -v -s spec_decode

- label: LoRA Test %N # 30min each
mirror_hardwares: [amd]
source_file_dependencies:
- vllm/lora
- csrc/punica
- tests/lora
command: pytest -v -s lora --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT --ignore=lora/test_long_context.py
parallelism: 4
Expand Down Expand Up @@ -269,6 +273,15 @@ steps:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- bash ./run-tests.sh -c configs/models-small.txt -t 1

- label: OpenAI-Compatible Tool Use # 20 min
fast_check: false
mirror_hardwares: [ amd ]
source_file_dependencies:
- vllm/
- tests/tool_use
commands:
- pytest -v -s tool_use

##### 1 GPU test #####
##### multi gpus test #####

Expand Down Expand Up @@ -356,9 +369,9 @@ steps:
- label: LoRA Long Context (Distributed) # 11min
# This test runs llama 13B, so it is required to run on 4 GPUs.
num_gpus: 4
soft_fail: true
source_file_dependencies:
- vllm/lora
- csrc/punica
- tests/lora/test_long_context
commands:
# FIXIT: find out which code initialize cuda before running the test
Expand All @@ -373,7 +386,18 @@ steps:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models.txt

- label: Weight Loading Multiple GPU Test - Large Models # optional
working_dir: "/vllm-workspace/tests"
num_gpus: 2
gpu: a100
optional: true
source_file_dependencies:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-large.txt


##### multi gpus test #####
Expand Down
23 changes: 0 additions & 23 deletions .github/workflows/add_label_ready_comment.yml

This file was deleted.

2 changes: 1 addition & 1 deletion .github/workflows/reminder_comment.yml
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ jobs:
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
body: '👋 Hi! Thank you for contributing to the vLLM project.\n Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run `fastcheck` CI which consists a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of default ones by unblocking the steps in your `fast-check` build on Buildkite UI. \n\nOnce the PR is approved and ready to go, please make sure to run full CI as it is required to merge (or just use auto-merge).\n\n To run full CI, you can do one of these:\n- Comment `/ready` on the PR\n- Add `ready` label to the PR\n- Enable auto-merge.\n\n🚀'
body: '👋 Hi! Thank you for contributing to the vLLM project.\n Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run `fastcheck` CI which starts running only a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of those by going to your `fastcheck` build on Buildkite UI (linked in the PR checks section) and unblock them. If you do not have permission to unblock, ping `simon-mo` or `khluu` to add you in our Buildkite org. \n\nOnce the PR is approved and ready to go, your PR reviewer(s) can run CI to test the changes comprehensively before merging.\n\n To run CI, PR reviewers can do one of these:\n- Add `ready` label to the PR\n- Enable auto-merge.\n\n🚀'
})
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
23 changes: 0 additions & 23 deletions .github/workflows/remove_label_not_ready_comment.yml

This file was deleted.

3 changes: 2 additions & 1 deletion CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -181,7 +181,6 @@ set(VLLM_EXT_SRC
"csrc/pos_encoding_kernels.cu"
"csrc/activation_kernels.cu"
"csrc/layernorm_kernels.cu"
"csrc/quantization/squeezellm/quant_cuda_kernel.cu"
"csrc/quantization/gptq/q_gemm.cu"
"csrc/quantization/compressed_tensors/int8_quant_kernels.cu"
"csrc/quantization/fp8/common.cu"
Expand All @@ -203,6 +202,8 @@ if(VLLM_GPU_LANG STREQUAL "CUDA")
FetchContent_MakeAvailable(cutlass)

list(APPEND VLLM_EXT_SRC
"csrc/mamba/mamba_ssm/selective_scan_fwd.cu"
"csrc/mamba/causal_conv1d/causal_conv1d.cu"
"csrc/quantization/aqlm/gemm_kernels.cu"
"csrc/quantization/awq/gemm_kernels.cu"
"csrc/quantization/marlin/dense/marlin_cuda_kernel.cu"
Expand Down
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