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540 Commits

Author SHA1 Message Date
Varun Sundar Rabindranath
0b1cfa6180 [Kernel] LoRA - Enable CUDAGraphs for V1 (#14626) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-13 20:42:04 -07:00
Cyrus Leung
f53a0586b9 [Bugfix] Fix prompt format of GLM4V (#14539) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-13 11:37:17 +00:00
Mathis Felardos
1bd32bc8dd [Config][Disaggregated] Add timeout configuration for the torch.store and add KVTransferConfig.kv_connector_extra_config (#14367) 
Signed-off-by: Mathis Felardos <mathis@mistral.ai>
 2025-03-12 20:15:20 -07:00
Woosuk Kwon
53be4a8634 [V1] Allow sliding window + prefix caching (#13069) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-12 11:21:19 -07:00
Sage Moore
d9f83d6206 [ROCm] Enable chunked prefill/paged attention in MLA on ROCm (#14316) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-03-12 15:51:20 +00:00
Woosuk Kwon
c0c25e25fa [Model] Add support for Gemma 3 (#14660) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-12 08:36:33 -07:00
Pavani Majety
debd6bbf09 [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-03-12 05:13:11 +00:00
Roger Wang
1fc973c0b5 [V1][Core] Fix memory issue with logits & sampling (#14508) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Varun Sundar Rabindranath <3337719+varun-sundar-rabindranath@users.noreply.github.com>
 2025-03-11 04:03:41 +00:00
Harry Mellor
3b352a2f92 Correct capitalisation: VLLM -> vLLM (#14562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-10 16:36:21 +00:00
Aaron Pham
0b7f06b447 [Misc] add use_tqdm_on_load to reduce logs (#14407) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-03-08 05:57:46 -08:00
Harry Mellor
47512b3200 Default to generation_config from model (#12622) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-08 14:46:15 +08:00
Cyrus Leung
05fb6718f0 [Bugfix] Clean up multi-modal processors (#14417) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-07 10:33:38 +00:00
Tyler Michael Smith
cc2f9b32c8 [Distributed] Add enable_expert_parallel arg (#14305) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-06 18:54:45 +00:00
youkaichao
151b08e0fe [RLHF] use worker_extension_cls for compatibility with V0 and V1 (#14185) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-07 00:32:46 +08:00
Congcong Chen
0a995d5434 [Model] New model support for Phi-4-multimodal-instruct (#14119) 2025-03-04 20:57:01 -08:00
Harry Mellor
cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Ce Gao
bf33700ecd [v0][structured output] Support reasoning output (#12955) 
Signed-off-by: Ce Gao <cegao@tensorchord.ai>
 2025-03-02 14:49:42 -05:00
Luka Govedič
bd56c983d6 [torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass (#10902) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-02-28 16:20:11 -07:00
Roger Wang
6c85da3a18 [V1]SupportsV0Only protocol for model definitions (#13959) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-27 20:02:15 -05:00
Benjamin Chislett
9804145cac [Model][Speculative Decoding] Expand DeepSeek MTP code to support k > n_predict (#13626) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-02-27 15:28:08 -08:00
Cyrus Leung
a2dd48c386 [VLM] Deprecate legacy input mapper for OOT multimodal models (#13979) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-27 19:14:55 +00:00
Szymon Ożóg
7f0be2aa24 [Model] Deepseek GGUF support (#13167) 2025-02-27 02:08:35 -08:00
Sage Moore
1d35662e6d [ROCm] Disable chunked prefill/prefix caching when running MLA on non-cuda platforms (#13844) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-02-26 14:56:58 +08:00
cjackal
51010a1807 [Misc] set single whitespace between log sentences (#13771) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-02-25 10:26:12 +08:00
Robert Shaw
f61528d46d [Misc][Chore] Clean Up AsyncOutputProcessing Logs (#13780) 2025-02-24 16:39:07 -08:00
Robert Shaw
1f0ae3ed0a [Misc] Clean Up EngineArgs.create_engine_config (#13734) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
 2025-02-24 13:52:21 -05:00
Nicolò Lucchesi
444b0f0f62 [Misc][Docs] Raise error when flashinfer is not installed and VLLM_ATTENTION_BACKEND is set (#12513) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-02-24 10:43:21 -05:00
Jongseok Park
781096e385 Expert Parallelism (EP) Support for DeepSeek V2 (#12583) 2025-02-24 07:33:20 -08:00
youkaichao
eb24dc4a45 [v1] torchrun compatibility (#13642) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-23 22:47:24 +08:00
youkaichao
2382ad29d1 [ci] fix linter (#13701) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-22 20:28:59 +08:00
youkaichao
3e472d882a [core] set up data parallel communication (#13591) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-22 19:28:59 +08:00
Mark McLoughlin
2cb8c1540e [Metrics] Add --show-hidden-metrics-for-version CLI arg (#13295) 2025-02-22 00:20:45 -08:00
Mark McLoughlin
1cd981da4f [V1][Metrics] Support vllm:cache_config_info (#13299) 2025-02-22 00:20:00 -08:00
Lucas Wilkinson
288cc6c234 [Attention] MLA with chunked prefill (#12639) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-21 15:30:12 -08:00
Michael Goin
71face8540 [Bugfix] Fix max_num_batched_tokens for MLA (#13620) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-02-20 17:45:20 -08:00
Joe Runde
bfbc0b32c6 [Frontend] Add backend-specific options for guided decoding (#13505) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-02-20 15:07:58 -05:00
Yannick Schnider
423330263b [Feature] Pluggable platform-specific scheduler (#13161) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
 2025-02-19 17:16:38 +08:00
Lucia Fang
f525c0be8b [Model][Speculative Decoding] DeepSeek MTP spec decode (#12755) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-02-19 17:06:23 +08:00
Kevin H. Luu
d5d214ac7f [1/n][CI] Load models in CI from S3 instead of HF (#13205) 
Signed-off-by: <>
Co-authored-by: EC2 Default User <ec2-user@ip-172-31-20-117.us-west-2.compute.internal>
 2025-02-19 07:34:59 +00:00
shangmingc
46cdd59577 [Feature][Spec Decode] Simplify the use of Eagle Spec Decode (#12304) 
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
 2025-02-16 19:32:26 -08:00
Joe Runde
3bcb8c75da [Core] Reduce TTFT with concurrent partial prefills (#10235) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
 2025-02-14 15:36:07 -08:00
Michael Goin
f0b2da72a8 Expand MLA to support most types of quantization (#13181) 2025-02-13 22:19:22 -08:00
Nicolò Lucchesi
d84cef76eb [Frontend] Add /v1/audio/transcriptions OpenAI API endpoint (#12909) 2025-02-13 07:23:45 -08:00
Keyun Tong
3ee696a63d [RFC][vllm-API] Support tokenizer registry for customized tokenizer in vLLM (#12518) 
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
 2025-02-12 12:25:58 +08:00
wangxiyuan
2e3b969ec0 [Platform] add pre_register_and_update function (#12432) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-02-11 22:06:46 +08:00
youkaichao
91dd8f7aa6 [bugfix] respect distributed_executor_backend in world_size=1 (#12934) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-08 16:17:08 +08:00
youkaichao
09b95e36ab [torch.compile] PyTorch 2.6 and nightly compatibility (#12393) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-07 01:09:07 +08:00
Michael Goin
449d1bce02 [Misc] Remove duplicated DeepSeek V2/V3 model definition (#12793) 2025-02-05 23:16:20 -08:00
Kyle Sayers
4896d0c2dd [Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs (#12711) 2025-02-03 23:27:11 -08:00
Kyle Sayers
6dd5e52823 Squelch MLA warning for Compressed-Tensors Models (#12704) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-02-03 13:29:56 -08:00