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671 Commits

Author SHA1 Message Date
youkaichao
555aa21905 [V1] Fully Transparent Implementation of CPU Offloading (#15354) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-31 20:22:34 +08:00
shangmingc
d03308be0c [Misc] Remove stale func in KVTransferConfig (#14746) 
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
 2025-03-28 17:33:32 +00:00
Jee Jee Li
726efc6a32 [Quantization][V1] BitsAndBytes support V1 (#15611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-28 10:12:47 +08:00
Nick Hill
15dac210f0 [V1] AsyncLLM data parallel (#13923) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-27 16:14:41 -07:00
wang.yuqi
3f532cb6a6 [Misc] Use model_redirect to redirect the model name to a local folder. (#14116) 2025-03-27 02:21:23 -07:00
Rui Qiao
df8d3d1287 [Misc] Restrict ray version dependency and update PP feature warning in V1 (#15556) 2025-03-27 06:21:07 +00:00
Matthew Vine
7a6d45bc8a Support FIPS enabled machines with MD5 hashing (#15299) 
Signed-off-by: Matthew Vine <32849887+MattTheCuber@users.noreply.github.com>
 2025-03-26 20:19:46 -04:00
marko
27df5199d9 Support SHA256 as hash function in prefix caching (#15297) 
Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
 2025-03-26 11:11:28 -07:00
Bryan Lu
781d056280 [Feature] Enhance EAGLE Architecture with Proper RMS Norms (#14990) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-26 08:24:07 +00:00
youkaichao
d0cfec7ab9 [bugfix] fix inductor cache on max_position_embeddings (#15436) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-25 07:05:39 -07:00
Russell Bryant
a09ad90a72 [V1] guidance backend for structured output + auto fallback mode (#14779) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Loc Huynh <jc1da.3011@gmail.com>
Co-authored-by: Michal Moskal <michal@moskal.me>
 2025-03-24 21:02:33 -07:00
Jee Jee Li
6db94571d7 [Misc] Remove LoRA log (#15388) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-24 20:43:48 -07:00
Manish Sethi
761702fd19 [Core] Integrate fastsafetensors loader for loading model weights (#10647) 
Signed-off-by: Manish Sethi <Manish.sethi1@ibm.com>
 2025-03-24 08:08:02 -07:00
Luka Govedič
f622dbcf39 [Fix] [torch.compile] Improve UUID system for custom passes (#15249) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-03-24 01:54:07 +00:00
Lucas Wilkinson
dccf535f8e [V1] Enable V1 Fp8 cache for FA3 in the oracle (#15191) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-03-23 15:07:04 -07:00
Roger Wang
9c5c81b0da [Misc][Doc] Add note regarding loading generation_config by default (#15281) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-23 14:00:55 -07:00
Woosuk Kwon
bc8ed3c4ba [V1][Spec Decode] Use better defaults for N-gram (#15358) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-23 10:52:30 -07:00
shangmingc
50c9636d87 [V1][Usage] Refactor speculative decoding configuration and tests (#14434) 
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
 2025-03-22 19:28:10 -10:00
Russell Bryant
b877031d80 Remove openvino support in favor of external plugin (#15339) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-22 14:06:39 -07:00
wwl2755
1c2bec0f82 [Doc] add load_format items in docs (#14804) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-03-21 22:36:43 -07:00
Woosuk Kwon
2b22290ce0 [V1] Add flag to disable cascade attention (#15243) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-20 15:24:16 -07:00
Wang Ran (汪然)
bfe2fe0af4 typo: Update config.py (#15189) 2025-03-19 23:31:21 -07:00
Matt Ritter
a8652f4f0f Enable CUDA graph support for llama 3.2 vision (#14917) 
Signed-off-by: Matt Ritter <100659061+mritterfigma@users.noreply.github.com>
 2025-03-19 23:29:16 -07:00
Russell Bryant
1f16b7fe74 [Core][V0] Add guidance backend for structured output (#14589) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Loc Huynh <lohuynh@microsoft.com>
Co-authored-by: Michal Moskal <michal@moskal.me>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-03-19 21:33:51 -07:00
Alexander Matveev
cfbca8a2f2 [V1] TPU - Tensor parallel MP support (#15059) 2025-03-20 00:55:18 +00:00
Cyrus Leung
f690372b68 [Core] Update dtype detection and defaults (#14858) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-19 13:49:33 +08:00
Jee Jee Li
46c759c165 [Bugfix] Fix LoRA extra vocab size (#15047) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-18 09:40:29 -07:00
yury-tokpanov
452e8fd968 [MODEL] Add support for Zamba2 models (#13185) 
Signed-off-by: Yury Tokpanov <yury@zyphra.com>
Signed-off-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-18 08:56:21 -07:00
hoshi-hiyouga
414919138b [Bugfix] torchrun compatibility (#14899) 
Signed-off-by: hiyouga <hiyouga@buaa.edu.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-03-18 05:49:27 -07:00
Robert Shaw
d4d93db2c5 [V1] V1 Enablement Oracle (#13726) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-03-14 22:02:20 -07:00
Michael Goin
14f301b541 Update to torch==2.6.0 (#12721) 
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-14 16:58:30 -04:00
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