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67 Commits
Author SHA1 Message Date
wangxiyuan 8f4b313c37 [Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor b960441812 Enable RMSNorm substitution for Transformers backend (#26353) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-09 07:28:51 +00:00
Raushan TurganbayandHarry Mellor 7cd95dc8a3 [Bugfix] Fix gemma3 with transformers backend (#23178) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Raushan Turganbay <raushan@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 18:42:32 +00:00
Raushan TurganbayandHarry Mellor ab5e7d93f4 [Bugfix] Fix mrope in Transformers Backend (#26087) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 11:40:50 +00:00
Harry Mellor 0340f45553 Support expert parallel load balancing in Transformers backend (#26287) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 11:20:16 +00:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Wenlong WangandHarry Mellor 79aa244678 [Multi Modal] Configurable MM Profiling (#25631) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-03 03:59:10 -07:00
Cyrus Leung 0ad9951c41 [Input] Remove unused prompt field (#26097) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 00:23:21 -07:00
Harry Mellor 10d765482d FusedMoE support for the Transformers backend (#22650) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-02 23:12:15 -07:00
Harry MellorCyrus LeungCyrus LeungIsotr0py
 		2a69ab4899 Update to Transformers v4.56.2 (#24638) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-30 22:07:07 -07:00
Harry MellorandIsotr0py a388252ac4 Add explicit pooling classes for the Transformers backend (#25322) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-30 23:07:06 +01:00
Isotr0py bd51f78e39 [V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge (#25331) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-09-29 14:09:18 +08:00
Harry MellorandIsotr0py ec152c8748 Fix GPTQ model loading in Transformers backend (#25770) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-27 12:18:20 +00:00
Cyrus LeungNickLuccheRoger Wang
 		27d7638b94 [Bugfix] Merge MM embeddings by index instead of token IDs (#16229) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-27 08:15:12 +00:00
Cyrus Leung 12c1287d64 [mypy] Further improve MM type annotations (#25654) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 10:57:36 +00:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
Harry Mellor c308501cb6 Improve weight loading for encoder models in Transformers backend (#25289) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-20 03:11:03 +00:00
Harry Mellor 12aed7e453 Encoder model support for the Transformers backend (#25174) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 19:15:22 +01:00
Harry Mellorandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> c4afdb69cc Move MultiModalConfig from config/__init__.py to config/multimodal.py (#24659) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-15 17:43:16 +00:00
Chenheli Hua 009d689b0c [Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-09 21:36:09 -07:00
Harry Mellor 934bebf192 Better errors for Transformers backend missing features (#23759) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-29 07:01:40 +00:00
Shrey Gupta 1b7b161a09 [Feature] models: pass layer prefix to replace_linear_class for per-layer quantization routing. Addresses #23239 (#23556) 
Signed-off-by: Shrey Gupta <shreyg1303@gmail.com>
 2025-08-27 20:12:44 -07:00
Roger Wang 8bf6266a17 [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-27 20:24:31 +00:00
Harry Mellor 0585a9e73c Disable torch.compile for dynamic rope models in Transformers backend (#23738) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-27 19:03:05 +00:00
Roger WangandDarkLight1337 79f05e4436 [Multimodal] Always enable hashing mm data (#23308) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-21 07:23:28 -07:00
Raushan Turganbay 0e3bb543f0 [Bugfix] Support compile for Transformers multimodal (#23095) 
Signed-off-by: raushan <raushan@huggingface.co>
 2025-08-18 13:35:48 +00:00
Cyrus Leung 27e8d1ea3e [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-18 09:52:00 +00:00
947132885andIsotr0py fe0411fc6f [Bugfix] should use stack instead of concat (#22972) 
Signed-off-by: 947132885 <947132885@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-17 08:46:36 +00:00
Harry Mellor d0a6301588 Fix Transformers backend tensor parallel for multimodal models (#22673) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-12 17:12:30 -07:00
Harry Mellor 458e74eb90 Support more parallel styles in Transformers backend TP (#22651) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-11 10:42:48 -07:00
Harry Mellor c49848396d Refactor sliding window configuration to Transformers best practice (#21927) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-09 20:50:48 -07:00
Cyrus Leung 8c9da6be22 [Core] Simplify mm processing cache (#22457) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-07 09:47:07 -07:00
Harry MellorDarkLight1337Isotr0pyIsotr0pyWoosuk Kwon
 		796bae07c5 Update transformers to v4.55 (#21931) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-05 22:56:14 -07:00
Harry Mellor 38c8bce8b6 Enable headless models for pooling in the Transformers backend (#21767) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-01 10:31:29 -07:00
Cyrus Leung 82de9b9d46 [Misc] Automatically resolve HF processor init kwargs (#22005) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-31 22:44:10 -07:00
Harry Mellor dde295a934 Deduplicate Transformers backend code using inheritance (#21461) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-24 00:16:23 -07:00
Harry Mellor f154bb9ff0 Simplify weight loading in Transformers backend (#21382) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-22 20:29:43 -07:00
Aritra Roy Gosthipaty 2226d5bd85 [Bugfix] Decode Tokenized IDs to Strings for hf_processor in llm.chat() with model_impl=transformers (#21353) 
Signed-off-by: ariG23498 <aritra.born2fly@gmail.com>
 2025-07-22 08:27:28 -07:00
Raushan Turganbay f38ee34a0a [feat] Enable mm caching for transformers backend (#21358) 
Signed-off-by: raushan <raushan@huggingface.co>
 2025-07-22 08:18:46 -07:00
Raushan TurganbayIsotr0pyIsotr0pyCyrus Leung
 		9499e26e2a [Model] Support VLMs with transformers backend (#20543) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-20 13:25:50 +00:00
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Feng XiaoLongandCrucifixion-Fxl 4fc1bf813a [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) 
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
 2025-05-23 16:16:26 -07:00
Harry Mellor 4b0da7b60e Enable hybrid attention models for Transformers backend (#18494) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-23 10:12:08 +08:00
Harry Mellor 26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
Harry Mellor 900edfa8d4 Transformers backend tweaks (#17365) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 09:08:03 -07:00
Alex Wu 6e74fd4945 Support loading transformers models with named parameters (#16868) 
Signed-off-by: Alex <alexwu@character.ai>
 2025-04-28 23:15:58 +01:00
Woosuk Kwon b411418ff0 [Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Yang FanRoger WangRoger WangXiong Wang
 		2c1bd848a6 [Model][VLM] Add Qwen2.5-Omni model support (thinker only) (#15130) 
Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>
 2025-04-18 23:14:36 -07:00