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Add NVIDIA Meetup slides, announce AMD meetup, and add contact info #8319
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LGTM
commit a1d8742 Author: Simon Mo <[email protected]> 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 <[email protected]> Date: Mon Sep 9 23:02:52 2024 -0400 [Misc] Fused MoE Marlin support for GPTQ (vllm-project#8217) commit c7cb5c3 Author: Kyle Sayers <[email protected]> Date: Mon Sep 9 16:27:26 2024 -0400 [Misc] GPTQ Activation Ordering (vllm-project#8135) commit f9b4a2d Author: Vladislav Kruglikov <[email protected]> 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 <[email protected]> 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 <[email protected]> commit 08287ef Author: Kyle Mistele <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> commit b962ee1 Author: sumitd2 <[email protected]> Date: Sat Sep 7 23:48:40 2024 +0530 ppc64le: Dockerfile fixed, and a script for buildkite (vllm-project#8026) commit 36bf815 Author: Isotr0py <[email protected]> Date: Sun Sep 8 01:45:44 2024 +0800 [Model][VLM] Decouple weight loading logic for `Paligemma` (vllm-project#8269) commit e807125 Author: Isotr0py <[email protected]> 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 <[email protected]> Date: Sat Sep 7 16:02:39 2024 +0800 [Bugfix] Fix broken OpenAI tensorizer test (vllm-project#8258) commit ce2702a Author: youkaichao <[email protected]> Date: Fri Sep 6 22:40:46 2024 -0700 [tpu][misc] fix typo (vllm-project#8260) commit 795b662 Author: Wei-Sheng Chin <[email protected]> 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 <[email protected]> Date: Sat Sep 7 10:57:24 2024 +0800 [Model] Multi-input support for LLaVA (vllm-project#8238) commit 41e95c5 Author: Kyle Mistele <[email protected]> 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 <[email protected]> commit 12dd715 Author: William Lin <[email protected]> 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 <[email protected]> Date: Sat Sep 7 01:02:05 2024 +0200 [Model] Allow loading from original Mistral format (vllm-project#8168) Co-authored-by: Michael Goin <[email protected]> commit 23f3222 Author: Dipika Sikka <[email protected]> Date: Fri Sep 6 18:29:03 2024 -0400 [Misc] Remove `SqueezeLLM` (vllm-project#8220) commit 9db52ea Author: rasmith <[email protected]> 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) <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Thu Sep 5 20:39:29 2024 -0700 [BugFix] Fix Granite model configuration (vllm-project#8216) commit db3bf7c Author: Jiaxin Shan <[email protected]> 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 <[email protected]> commit 2febcf2 Author: sroy745 <[email protected]> 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 <[email protected]> Date: Thu Sep 5 11:09:46 2024 -0400 Move verify_marlin_supported to GPTQMarlinLinearMethod (vllm-project#8165) commit 9da25a8 Author: Alex Brooks <[email protected]> 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 <[email protected]> Co-authored-by: DarkLight1337 <[email protected]> commit 8685ba1 Author: [email protected] <[email protected]> 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 <[email protected]> Date: Thu Sep 5 18:51:53 2024 +0800 [Doc] Indicate more information about supported modalities (vllm-project#8181) commit e39ebf5 Author: Elfie Guo <[email protected]> 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 <[email protected]> Date: Wed Sep 4 20:33:12 2024 -0700 [ci] Mark LoRA test as soft-fail (vllm-project#8160) Signed-off-by: kevin <[email protected]> commit 4624d98 Author: Woosuk Kwon <[email protected]> Date: Wed Sep 4 20:31:48 2024 -0700 [Misc] Clean up RoPE forward_native (vllm-project#8076) commit 1afc931 Author: William Lin <[email protected]> Date: Wed Sep 4 17:35:36 2024 -0700 [bugfix] >1.43 constraint for openai (vllm-project#8169) Co-authored-by: Michael Goin <[email protected]> commit e01c2be Author: Maureen McElaney <[email protected]> Date: Wed Sep 4 19:50:13 2024 -0400 [Doc] [Misc] Create CODE_OF_CONDUCT.md (vllm-project#8161) commit 32e7db2 Author: Simon Mo <[email protected]> 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 <[email protected]> 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 <[email protected]> commit 77d9e51 Author: Cody Yu <[email protected]> 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 <[email protected]> commit e02ce49 Author: Kyle Mistele <[email protected]> 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 <[email protected]> Co-authored-by: Kyle Mistele <[email protected]> commit 561d6f8 Author: Woosuk Kwon <[email protected]> Date: Wed Sep 4 13:05:50 2024 -0700 [CI] Change test input in Gemma LoRA test (vllm-project#8163) commit d1dec64 Author: alexeykondrat <[email protected]> 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 <[email protected]> commit 2ad2e56 Author: Cody Yu <[email protected]> Date: Wed Sep 4 11:53:25 2024 -0700 [MISC] Consolidate FP8 kv-cache tests (vllm-project#8131) commit d331156 Author: wnma <[email protected]> Date: Wed Sep 4 18:55:37 2024 +0800 [Bugfix] remove post_layernorm in siglip (vllm-project#8106) commit ccd7207 Author: TimWang <[email protected]> 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 <[email protected]> Date: Wed Sep 4 13:22:17 2024 +0800 [Frontend] Multimodal support in offline chat (vllm-project#8098) commit 2be8ec6 Author: Peter Salas <[email protected]> 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 <[email protected]> Date: Tue Sep 3 22:12:41 2024 -0400 [Misc] Update fbgemmfp8 to use `vLLMParameters` (vllm-project#7972) Co-authored-by: Michael Goin <[email protected]> commit 61f4a93 Author: Woosuk Kwon <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Tue Sep 3 17:21:44 2024 -0400 [Misc] Update `GPTQ` to use `vLLMParameters` (vllm-project#7976) commit dc0b606 Author: Simon Mo <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Tue Sep 3 13:25:09 2024 -0700 [ci] Fix GHA workflow (vllm-project#8129) Signed-off-by: kevin <[email protected]> commit c02638e Author: tomeras91 <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Tue Sep 3 14:50:29 2024 -0400 [Core] Optimize Async + Multi-step (vllm-project#8050) commit 95a178f Author: Kevin H. Luu <[email protected]> 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 <[email protected]> commit bd852f2 Author: Cody Yu <[email protected]> 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 <[email protected]> Co-authored-by: Juelianqvq <[email protected]> commit ec26653 Author: Isotr0py <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Mon Sep 2 23:48:56 2024 +0800 [Bugfix] Fix internlm2 tensor parallel inference (vllm-project#8055) commit 4ca65a9 Author: Isotr0py <[email protected]> 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 <[email protected]> Date: Sun Sep 1 23:09:46 2024 -0700 [TPU] Align worker index with node boundary (vllm-project#7932) commit e6a26ed Author: Lily Liu <[email protected]> Date: Sun Sep 1 21:23:29 2024 -0700 [SpecDecode][Kernel] Flashinfer Rejection Sampling (vllm-project#7244) commit f8d6014 Author: Shawn Tan <[email protected]> Date: Sun Sep 1 21:37:18 2024 -0400 [Model] Add Granite model (vllm-project#7436) Co-authored-by: Nick Hill <[email protected]> commit 5b86b19 Author: Roger Wang <[email protected]> Date: Sun Sep 1 14:46:57 2024 -0700 [Misc] Optional installation of audio related packages (vllm-project#8063) commit 5231f08 Author: Roger Wang <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> Co-authored-by: Zeqi Lin <[email protected]> Co-authored-by: Zeqi Lin <[email protected]> commit 2684efc Author: Woosuk Kwon <[email protected]> Date: Fri Aug 30 09:01:26 2024 -0700 [TPU][Bugfix] Fix tpu type api (vllm-project#8035) commit 058344f Author: Kaunil Dhruv <[email protected]> Date: Fri Aug 30 08:21:02 2024 -0700 [Frontend]-config-cli-args (vllm-project#7737) Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Kaunil Dhruv <[email protected]> commit 98cef6a Author: Cyrus Leung <[email protected]> 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 <[email protected]> Date: Sat Aug 31 00:19:27 2024 +0900 [VLM][Model] TP support for ViTs (vllm-project#7186) Co-authored-by: Roger Wang <[email protected]> Co-authored-by: Roger Wang <[email protected]> commit afd39a4 Author: Cyrus Leung <[email protected]> Date: Fri Aug 30 23:03:28 2024 +0800 [Bugfix] Fix import error in Exaone model (vllm-project#8034) commit 2148441 Author: Richard Liu <[email protected]> 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 <[email protected]> Date: Fri Aug 30 15:34:20 2024 +0900 [MODEL] add Exaone model support (vllm-project#7819) commit 34a0e96 Author: Avshalom Manevich <[email protected]> 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 <[email protected]> Date: Thu Aug 29 19:35:29 2024 -0700 [TPU] Async output processing for TPU (vllm-project#8011) commit 428dd14 Author: afeldman-nm <[email protected]> Date: Thu Aug 29 22:19:08 2024 -0400 [Core] Logprobs support in Multi-step (vllm-project#7652) commit 4abed65 Author: Cyrus Leung <[email protected]> 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 <[email protected]> Date: Thu Aug 29 16:48:11 2024 -0700 Add more percentiles and latencies (vllm-project#7759) commit 4664cea Author: chenqianfzh <[email protected]> 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 <[email protected]> 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 <[email protected]> commit 86a677d Author: Dipika Sikka <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Thu Aug 29 12:15:04 2024 -0700 extend cuda graph size for H200 (vllm-project#7894) Co-authored-by: youkaichao <[email protected]> commit 6b34215 Author: Pavani Majety <[email protected]> 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 <[email protected]> Co-authored-by: Cody Yu <[email protected]> commit 3f60f22 Author: Alexander Matveev <[email protected]> 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 <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Wed Aug 28 20:24:31 2024 -0700 [VLM][Core] Fix exceptions on ragged NestedTensors (vllm-project#7974) commit a7f65c2 Author: youkaichao <[email protected]> Date: Wed Aug 28 17:32:26 2024 -0700 [torch.compile] remove reset (vllm-project#7975) commit 4289cad Author: Nick Hill <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Wed Aug 28 16:10:12 2024 -0700 [torch.compile] avoid Dynamo guard evaluation overhead (vllm-project#7898) Co-authored-by: Woosuk Kwon <[email protected]> commit 3cdfe1f Author: bnellnm <[email protected]> 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 <[email protected]> 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 <[email protected]> Date: Wed Aug 28 13:54:23 2024 -0700 [Doc] fix 404 link (vllm-project#7966) commit eeffde1 Author: Woosuk Kwon <[email protected]> Date: Wed Aug 28 13:10:21 2024 -0700 [TPU] Upgrade PyTorch XLA nightly (vllm-project#7967) commit e5697d1 Author: rasmith <[email protected]> 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 <[email protected]> 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 <[email protected]> commit ef9baee Author: Cyrus Leung <[email protected]> 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 <[email protected]> Date: Wed Aug 28 05:12:32 2024 -0700 [Doc] fix the autoAWQ example (vllm-project#7937) commit f52a43a Author: youkaichao <[email protected]> Date: Wed Aug 28 01:27:07 2024 -0700 [ci][test] fix pp test failure (vllm-project#7945) commit e358053 Author: Cody Yu <[email protected]> Date: Wed Aug 28 00:36:31 2024 -0700 [Performance] Enable chunked prefill and prefix caching together (vllm-project#7753)
[Bugfix] Streamed tool calls now more strictly follow OpenAI's format; ensures Vercel AI SDK compatibility (vllm-project#8272) [Frontend] Add progress reporting to run_batch.py (vllm-project#8060) Co-authored-by: Adam Lugowski <[email protected]> [Bugfix] Correct adapter usage for cohere and jamba (vllm-project#8292) [Misc] GPTQ Activation Ordering (vllm-project#8135) [Misc] Fused MoE Marlin support for GPTQ (vllm-project#8217) Add NVIDIA Meetup slides, announce AMD meetup, and add contact info (vllm-project#8319) [Bugfix] Fix missing `post_layernorm` in CLIP (vllm-project#8155) [CI/Build] enable ccache/scccache for HIP builds (vllm-project#8327) [Frontend] Clean up type annotations for mistral tokenizer (vllm-project#8314) [CI/Build] Enabling kernels tests for AMD, ignoring some of then that fail (vllm-project#8130) Fix ppc64le buildkite job (vllm-project#8309) [Spec Decode] Move ops.advance_step to flash attn advance_step (vllm-project#8224) [Misc] remove peft as dependency for prompt models (vllm-project#8162) [MISC] Keep chunked prefill enabled by default with long context when prefix caching is enabled (vllm-project#8342) [Bugfix] lookahead block table with cuda graph max capture (vllm-project#8340) [Bugfix] Ensure multistep lookahead allocation is compatible with cuda graph max capture (vllm-project#8340) [Core/Bugfix] pass VLLM_ATTENTION_BACKEND to ray workers (vllm-project#8172) [CI/Build][Kernel] Update CUTLASS to 3.5.1 tag (vllm-project#8043) [Misc] Skip loading extra bias for Qwen2-MOE GPTQ models (vllm-project#8329) [Bugfix] Fix InternVL2 vision embeddings process with pipeline parallel (vllm-project#8299) [Hardware][NV] Add support for ModelOpt static scaling checkpoints. (vllm-project#6112) [model] Support for Llava-Next-Video model (vllm-project#7559) Co-authored-by: Roger Wang <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> [Frontend] Create ErrorResponse instead of raising exceptions in run_batch (vllm-project#8347) [Model][VLM] Add Qwen2-VL model support (vllm-project#7905) Co-authored-by: Roger Wang <[email protected]> Co-authored-by: DarkLight1337 <[email protected]> [Hardware][Intel] Support compressed-tensor W8A8 for CPU backend (vllm-project#7257) [CI/Build] Excluding test_moe.py from AMD Kernels tests for investigation (vllm-project#8373) [Bugfix] Add missing attributes in mistral tokenizer (vllm-project#8364) [Kernel][Misc] register ops to prevent graph breaks (vllm-project#6917) Co-authored-by: Sage Moore <[email protected]> [Misc] Move device options to a single place (vllm-project#8322) [Speculative Decoding] Test refactor (vllm-project#8317) Co-authored-by: youkaichao <[email protected]> Pixtral (vllm-project#8377) Co-authored-by: Roger Wang <[email protected]> Bump version to v0.6.1 (vllm-project#8379) [MISC] Dump model runner inputs when crashing (vllm-project#8305) [misc] remove engine_use_ray (vllm-project#8126) [TPU] Use Ray for default distributed backend (vllm-project#8389) Fix the AMD weight loading tests (vllm-project#8390) [Bugfix]: Fix the logic for deciding if tool parsing is used (vllm-project#8366) [Gemma2] add bitsandbytes support for Gemma2 (vllm-project#8338) [Misc] Raise error when using encoder/decoder model with cpu backend (vllm-project#8355) [Misc] Use RoPE cache for MRoPE (vllm-project#8396) [torch.compile] hide slicing under custom op for inductor (vllm-project#8384) [Hotfix][VLM] Fixing max position embeddings for Pixtral (vllm-project#8399) [Bugfix] Fix InternVL2 inference with various num_patches (vllm-project#8375) Co-authored-by: DarkLight1337 <[email protected]> [Model] Support multiple images for qwen-vl (vllm-project#8247) Signed-off-by: Alex-Brooks <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: DarkLight1337 <[email protected]> [BugFix] lazy init _copy_stream to avoid torch init wrong gpu instance (vllm-project#8403) [BugFix] Fix Duplicate Assignment in Hermes2ProToolParser (vllm-project#8423) [Bugfix] Offline mode fix (vllm-project#8376) Signed-off-by: Joe Runde <[email protected]> [multi-step] add flashinfer backend (vllm-project#7928) [Core] Add engine option to return only deltas or final output (vllm-project#7381) [Bugfix] multi-step + flashinfer: ensure cuda graph compatible (vllm-project#8427) [Hotfix][Core][VLM] Disable chunked prefill by default and prefix caching for multimodal models (vllm-project#8425) [CI/Build] Disable multi-node test for InternVL2 (vllm-project#8428) [Hotfix][Pixtral] Fix multiple images bugs (vllm-project#8415) [Bugfix] Fix weight loading issue by rename variable. (vllm-project#8293) [Misc] Update Pixtral example (vllm-project#8431) [BugFix] fix group_topk (vllm-project#8430) [Core] Factor out input preprocessing to a separate class (vllm-project#7329) [Bugfix] Mapping physical device indices for e2e test utils (vllm-project#8290) [Bugfix] Bump fastapi and pydantic version (vllm-project#8435) [CI/Build] Update pixtral tests to use JSON (vllm-project#8436) [Bugfix] Fix async log stats (vllm-project#8417) [bugfix] torch profiler bug for single gpu with GPUExecutor (vllm-project#8354) bump version to v0.6.1.post1 (vllm-project#8440) [CI/Build] Enable InternVL2 PP test only on single node (vllm-project#8437) [doc] recommend pip instead of conda (vllm-project#8446) [Misc] Skip loading extra bias for Qwen2-VL GPTQ-Int8 (vllm-project#8442) [misc][ci] fix quant test (vllm-project#8449) [Installation] Gate FastAPI version for Python 3.8 (vllm-project#8456) [plugin][torch.compile] allow to add custom compile backend (vllm-project#8445) [CI/Build] Reorganize models tests (vllm-project#7820) [Doc] Add oneDNN installation to CPU backend documentation (vllm-project#8467) [HotFix] Fix final output truncation with stop string + streaming (vllm-project#8468) bump version to v0.6.1.post2 (vllm-project#8473) [Hardware][intel GPU] bump up ipex version to 2.3 (vllm-project#8365) Co-authored-by: Yan Ma <[email protected]> [Kernel][Hardware][Amd]Custom paged attention kernel for rocm (vllm-project#8310) [Model] support minicpm3 (vllm-project#8297) Co-authored-by: DarkLight1337 <[email protected]> [torch.compile] fix functionalization (vllm-project#8480) [torch.compile] add a flag to disable custom op (vllm-project#8488) [TPU] Implement multi-step scheduling (vllm-project#8489) [Bugfix][Model] Fix Python 3.8 compatibility in Pixtral model by updating type annotations (vllm-project#8490) [Bugfix][Kernel] Add `IQ1_M` quantization implementation to GGUF kernel (vllm-project#8357) [Kernel] Enable 8-bit weights in Fused Marlin MoE (vllm-project#8032) Co-authored-by: Dipika <[email protected]> [Frontend] Expose revision arg in OpenAI server (vllm-project#8501) [BugFix] Fix clean shutdown issues (vllm-project#8492) [Bugfix][Kernel] Fix build for sm_60 in GGUF kernel (vllm-project#8506) [Kernel] AQ AZP 3/4: Asymmetric quantization kernels (vllm-project#7270) [doc] update doc on testing and debugging (vllm-project#8514) [Bugfix] Bind api server port before starting engine (vllm-project#8491) [perf bench] set timeout to debug hanging (vllm-project#8516) [misc] small qol fixes for release process (vllm-project#8517) [Bugfix] Fix 3.12 builds on main (vllm-project#8510) Signed-off-by: Joe Runde <[email protected]> [refactor] remove triton based sampler (vllm-project#8524) [Frontend] Improve Nullable kv Arg Parsing (vllm-project#8525) Signed-off-by: Alex-Brooks <[email protected]> [Misc][Bugfix] Disable guided decoding for mistral tokenizer (vllm-project#8521) [torch.compile] register allreduce operations as custom ops (vllm-project#8526) [Misc] Limit to ray[adag] 2.35 to avoid backward incompatible change (vllm-project#8509) Signed-off-by: Rui Qiao <[email protected]> [Benchmark] Support sample from HF datasets and image input for benchmark_serving (vllm-project#8495) [Encoder decoder] Add cuda graph support during decoding for encoder-decoder models (vllm-project#7631) [Feature][kernel] tensor parallelism with bitsandbytes quantization (vllm-project#8434) [Model] Add mistral function calling format to all models loaded with "mistral" format (vllm-project#8515) Co-authored-by: Cyrus Leung <[email protected]> [Misc] Don't dump contents of kvcache tensors on errors (vllm-project#8527) [Bugfix] Fix TP > 1 for new granite (vllm-project#8544) Signed-off-by: Joe Runde <[email protected]> [doc] improve installation doc (vllm-project#8550) Co-authored-by: Andy Dai <[email protected]> [CI/Build] Excluding kernels/test_gguf.py from ROCm (vllm-project#8520) [Kernel] Change interface to Mamba causal_conv1d_update for continuous batching (vllm-project#8012) [CI/Build] fix Dockerfile.cpu on podman (vllm-project#8540) [Misc] Add argument to disable FastAPI docs (vllm-project#8554) [CI/Build] Avoid CUDA initialization (vllm-project#8534) [CI/Build] Update Ruff version (vllm-project#8469) Signed-off-by: Aaron Pham <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> [Core][Bugfix][Perf] Introduce `MQLLMEngine` to avoid `asyncio` OH (vllm-project#8157) Co-authored-by: Nick Hill <[email protected]> Co-authored-by: [email protected] <[email protected]> Co-authored-by: Robert Shaw <[email protected]> Co-authored-by: Simon Mo <[email protected]> [Core] *Prompt* logprobs support in Multi-step (vllm-project#8199) [Core] zmq: bind only to 127.0.0.1 for local-only usage (vllm-project#8543) Signed-off-by: Russell Bryant <[email protected]> [Model] Support Solar Model (vllm-project#8386) Co-authored-by: Michael Goin <[email protected]> [AMD][ROCm]Quantization methods on ROCm; Fix _scaled_mm call (vllm-project#8380) Co-authored-by: Alexei-V-Ivanov-AMD <[email protected]> Co-authored-by: Michael Goin <[email protected]> [Kernel] Change interface to Mamba selective_state_update for continuous batching (vllm-project#8039) [BugFix] Nonzero exit code if MQLLMEngine startup fails (vllm-project#8572) [Bugfix] add `dead_error` property to engine client (vllm-project#8574) Signed-off-by: Joe Runde <[email protected]> [Kernel] Remove marlin moe templating on thread_m_blocks (vllm-project#8573) Co-authored-by: [email protected] [Bugfix] [Encoder-Decoder] Bugfix for encoder specific metadata construction during decode of encoder-decoder models. (vllm-project#8545) Revert "[Misc][Bugfix] Disable guided decoding for mistral tokenizer" (vllm-project#8593) [Bugfix] fixing sonnet benchmark bug in benchmark_serving.py (vllm-project#8616) [MISC] remove engine_use_ray in benchmark_throughput.py (vllm-project#8615) [Frontend] Use MQLLMEngine for embeddings models too (vllm-project#8584) [Kernel][Amd] Add fp8 kv cache support for rocm custom paged attention (vllm-project#8577) [Core] simplify logits resort in _apply_top_k_top_p (vllm-project#8619) [Doc] Add documentation for GGUF quantization (vllm-project#8618) Create SECURITY.md (vllm-project#8642) [CI/Build] Re-enabling Entrypoints tests on ROCm, excluding ones that fail (vllm-project#8551) [Misc] guard against change in cuda library name (vllm-project#8609) [Bugfix] Fix Phi3.5 mini and MoE LoRA inference (vllm-project#8571) [bugfix] [AMD] add multi-step advance_step to ROCmFlashAttentionMetadata (vllm-project#8474) [Core] Support Lora lineage and base model metadata management (vllm-project#6315) [Model] Add OLMoE (vllm-project#7922) [CI/Build] Removing entrypoints/openai/test_embedding.py test from ROCm build (vllm-project#8670) [Bugfix] Validate SamplingParam n is an int (vllm-project#8548) [Misc] Show AMD GPU topology in `collect_env.py` (vllm-project#8649) [Bugfix] Config got an unexpected keyword argument 'engine' (vllm-project#8556) [Bugfix][Core] Fix tekken edge case for mistral tokenizer (vllm-project#8640) [Doc] neuron documentation update (vllm-project#8671) Signed-off-by: omrishiv <[email protected]> [Hardware][AWS] update neuron to 2.20 (vllm-project#8676) Signed-off-by: omrishiv <[email protected]> [Bugfix] Fix incorrect llava next feature size calculation (vllm-project#8496) [Core] Rename `PromptInputs` and `inputs`(vllm-project#8673) [MISC] add support custom_op check (vllm-project#8557) Co-authored-by: youkaichao <[email protected]> [Core] Factor out common code in `SequenceData` and `Sequence` (vllm-project#8675) [beam search] add output for manually checking the correctness (vllm-project#8684) [Kernel] Build flash-attn from source (vllm-project#8245) [VLM] Use `SequenceData.from_token_counts` to create dummy data (vllm-project#8687) [Doc] Fix typo in AMD installation guide (vllm-project#8689) [Kernel][Triton][AMD] Remove tl.atomic_add from awq_gemm_kernel, 2-5x speedup MI300, minor improvement for MI250 (vllm-project#8646) [dbrx] refactor dbrx experts to extend FusedMoe class (vllm-project#8518) [Kernel][Bugfix] Delete some more useless code in marlin_moe_ops.cu (vllm-project#8643) [Bugfix] Refactor composite weight loading logic (vllm-project#8656) [ci][build] fix vllm-flash-attn (vllm-project#8699) [Model] Refactor BLIP/BLIP-2 to support composite model loading (vllm-project#8407) [Misc] Use NamedTuple in Multi-image example (vllm-project#8705) Signed-off-by: Alex-Brooks <[email protected]> [MISC] rename CudaMemoryProfiler to DeviceMemoryProfiler (vllm-project#8703) [Model][VLM] Add LLaVA-Onevision model support (vllm-project#8486) Co-authored-by: litianjian <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Roger Wang <[email protected]> Co-authored-by: DarkLight1337 <[email protected]> [SpecDec][Misc] Cleanup, remove bonus token logic. (vllm-project#8701) [build] enable existing pytorch (for GH200, aarch64, nightly) (vllm-project#8713) [misc] upgrade mistral-common (vllm-project#8715) [Bugfix] Avoid some bogus messages RE CUTLASS's revision when building (vllm-project#8702) [Bugfix] Fix CPU CMake build (vllm-project#8723) Co-authored-by: Yuan <[email protected]> [Bugfix] fix docker build for xpu (vllm-project#8652) [Core][Frontend] Support Passing Multimodal Processor Kwargs (vllm-project#8657) Signed-off-by: Alex-Brooks <[email protected]> [Hardware][CPU] Refactor CPU model runner (vllm-project#8729) [Bugfix][CPU] fix missing input intermediate_tensors in the cpu_model_runner (vllm-project#8733) [Model] Support pp for qwen2-vl (vllm-project#8696) [VLM] Fix paligemma, fuyu and persimmon with transformers 4.45 : use config.text_config.vocab_size (vllm-project#8707) [CI/Build] use setuptools-scm to set __version__ (vllm-project#4738) Co-authored-by: youkaichao <[email protected]> [Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin (vllm-project#7701) Co-authored-by: mgoin <[email protected]> Co-authored-by: Divakar Verma <[email protected]> Co-authored-by: Tyler Michael Smith <[email protected]> [Kernel][LoRA] Add assertion for punica sgmv kernels (vllm-project#7585) [Core] Allow IPv6 in VLLM_HOST_IP with zmq (vllm-project#8575) Signed-off-by: Russell Bryant <[email protected]> Fix typical acceptance sampler with correct recovered token ids (vllm-project#8562) Add output streaming support to multi-step + async while ensuring RequestOutput obj reuse (vllm-project#8335) [Hardware][AMD] ROCm6.2 upgrade (vllm-project#8674) Fix tests in test_scheduler.py that fail with BlockManager V2 (vllm-project#8728) re-implement beam search on top of vllm core (vllm-project#8726) Co-authored-by: Brendan Wong <[email protected]> Revert "[Core] Rename `PromptInputs` to `PromptType`, and `inputs` to `prompt`" (vllm-project#8750) [MISC] Skip dumping inputs when unpicklable (vllm-project#8744) [Core][Model] Support loading weights by ID within models (vllm-project#7931) [Model] Expose Phi3v num_crops as a mm_processor_kwarg (vllm-project#8658) Signed-off-by: Alex-Brooks <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: DarkLight1337 <[email protected]> [Bugfix] Fix potentially unsafe custom allreduce synchronization (vllm-project#8558) [Kernel] Split Marlin MoE kernels into multiple files (vllm-project#8661) Co-authored-by: mgoin <[email protected]> [Frontend] Batch inference for llm.chat() API (vllm-project#8648) Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Roger Wang <[email protected]> Co-authored-by: Roger Wang <[email protected]> [Bugfix] Fix torch dynamo fixes caused by `replace_parameters` (vllm-project#8748) [CI/Build] fix setuptools-scm usage (vllm-project#8771) [misc] soft drop beam search (vllm-project#8763) [[Misc]Upgrade bitsandbytes to the latest version 0.44.0 (vllm-project#8768) [Core][Bugfix] Support prompt_logprobs returned with speculative decoding (vllm-project#8047) Signed-off-by: Travis Johnson <[email protected]> [Core] Adding Priority Scheduling (vllm-project#5958) [Bugfix] Use heartbeats instead of health checks (vllm-project#8583) Fix test_schedule_swapped_simple in test_scheduler.py (vllm-project#8780) [Bugfix][Kernel] Implement acquire/release polyfill for Pascal (vllm-project#8776) Fix tests in test_chunked_prefill_scheduler which fail with BlockManager V2 (vllm-project#8752) [BugFix] Propagate 'trust_remote_code' setting in internvl and minicpmv (vllm-project#8250) [Hardware][CPU] Enable mrope and support Qwen2-VL on CPU backend (vllm-project#8770) [Bugfix] load fc bias from config for eagle (vllm-project#8790) [Frontend] OpenAI server: propagate usage accounting to FastAPI middleware layer (vllm-project#8672) [Bugfix] Ray 2.9.x doesn't expose available_resources_per_node (vllm-project#8767) Signed-off-by: darthhexx <[email protected]> [Misc] Fix minor typo in scheduler (vllm-project#8765) [CI/Build][Bugfix][Doc][ROCm] CI fix and doc update after ROCm 6.2 upgrade (vllm-project#8777) [Kernel] Fullgraph and opcheck tests (vllm-project#8479) [[Misc]] Add extra deps for openai server image (vllm-project#8792) [VLM][Bugfix] internvl with num_scheduler_steps > 1 (vllm-project#8614) rename PromptInputs and inputs with backward compatibility (vllm-project#8760) [Frontend] MQLLMEngine supports profiling. (vllm-project#8761) [Misc] Support FP8 MoE for compressed-tensors (vllm-project#8588) Revert "rename PromptInputs and inputs with backward compatibility (vllm-project#8760) (vllm-project#8810) [Model] Add support for the multi-modal Llama 3.2 model (vllm-project#8811) Co-authored-by: simon-mo <[email protected]> Co-authored-by: Chang Su <[email protected]> Co-authored-by: Simon Mo <[email protected]> Co-authored-by: Roger Wang <[email protected]> Co-authored-by: Roger Wang <[email protected]> [Doc] Update doc for Transformers 4.45 (vllm-project#8817) [Misc] Support quantization of MllamaForCausalLM (vllm-project#8822) [Misc] Update config loading for Qwen2-VL and remove Granite (vllm-project#8837) [Build/CI] Upgrade to gcc 10 in the base build Docker image (vllm-project#8814) [Docs] Add README to the build docker image (vllm-project#8825) [CI/Build] Fix missing ci dependencies (vllm-project#8834) [misc][installation] build from source without compilation (vllm-project#8818) [ci] Soft fail Entrypoints, Samplers, LoRA, Decoder-only VLM (vllm-project#8872) Signed-off-by: kevin <[email protected]> [Bugfix] Include encoder prompts len to non-stream api usage response (vllm-project#8861) [Misc] Change dummy profiling and BOS fallback warns to log once (vllm-project#8820) [Bugfix] Fix print_warning_once's line info (vllm-project#8867) fix validation: Only set tool_choice `auto` if at least one tool is provided (vllm-project#8568) [Bugfix] Fixup advance_step.cu warning (vllm-project#8815) [BugFix] Fix test breakages from transformers 4.45 upgrade (vllm-project#8829) [Installation] Allow lower versions of FastAPI to maintain Ray 2.9 compatibility (vllm-project#8764) [Feature] Add support for Llama 3.1 and 3.2 tool use (vllm-project#8343) Signed-off-by: Max de Bayser <[email protected]> [Core] rename`PromptInputs` and `inputs` (vllm-project#8876) [misc] fix collect env (vllm-project#8894) [MISC] Fix invalid escape sequence '\' (vllm-project#8830) Signed-off-by: Peter Pan <[email protected]> [Bugfix][VLM] Fix Fuyu batching inference with `max_num_seqs>1` (vllm-project#8892) [TPU] Update pallas.py to support trillium (vllm-project#8871) [torch.compile] use empty tensor instead of None for profiling (vllm-project#8875) [Kernel] AQ AZP 4/4: Integrate asymmetric quantization to linear method (vllm-project#7271) [Bugfix] fix for deepseek w4a16 (vllm-project#8906) Co-authored-by: mgoin <[email protected]> [Core] Multi-Step + Single Step Prefills via Chunked Prefill code path (vllm-project#8378) Co-authored-by: Varun Sundar Rabindranath <[email protected]> [misc][distributed] add VLLM_SKIP_P2P_CHECK flag (vllm-project#8911) [Core] Priority-based scheduling in async engine (vllm-project#8850) [misc] fix wheel name (vllm-project#8919) [Bugfix][Intel] Fix XPU Dockerfile Build (vllm-project#7824) Signed-off-by: tylertitsworth <[email protected]> Co-authored-by: youkaichao <[email protected]> [Misc] Remove vLLM patch of `BaichuanTokenizer` (vllm-project#8921) [Bugfix] Fix code for downloading models from modelscope (vllm-project#8443) [Bugfix] Fix PP for Multi-Step (vllm-project#8887) [CI/Build] Update models tests & examples (vllm-project#8874) Co-authored-by: Roger Wang <[email protected]> [Frontend] Make beam search emulator temperature modifiable (vllm-project#8928) Co-authored-by: Eduard Balzin <[email protected]> [Bugfix] Support testing prefill throughput with benchmark_serving.py --hf-output-len 1 (vllm-project#8891) [doc] organize installation doc and expose per-commit docker (vllm-project#8931) [Core] Improve choice of Python multiprocessing method (vllm-project#8823) Signed-off-by: Russell Bryant <[email protected]> Co-authored-by: youkaichao <[email protected]> [Bugfix] Block manager v2 with preemption and lookahead slots (vllm-project#8824) [Bugfix] Fix Marlin MoE act order when is_k_full == False (vllm-project#8741) Co-authored-by: Tyler Michael Smith <[email protected]> [CI/Build] Add test decorator for minimum GPU memory (vllm-project#8925) [Build/CI] Set FETCHCONTENT_BASE_DIR to one location for better caching (vllm-project#8930) [Model] Support Qwen2.5-Math-RM-72B (vllm-project#8896) [Model][LoRA]LoRA support added for MiniCPMV2.5 (vllm-project#7199) [BugFix] Fix seeded random sampling with encoder-decoder models (vllm-project#8870) Co-authored-by: Roger Wang <[email protected]> [Misc] Fix typo in BlockSpaceManagerV1 (vllm-project#8944) [Frontend] Added support for HF's new `continue_final_message` parameter (vllm-project#8942) [Kernel][Model] Varlen prefill + Prefill chunking support for mamba kernels and Jamba model (vllm-project#8533)
…llm-project#8319) Signed-off-by: Alvant <[email protected]>
…llm-project#8319) Signed-off-by: Amit Garg <[email protected]>
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