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74 Commits
Author SHA1 Message Date
Matthew Bonanni a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
Cyrus Leung dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
Harry HuangandChen Zhang 5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2026-01-23 09:56:48 -08:00
Cyrus Leung c8ed39b9dd [Model] Reorganize pooling layers (#31973) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-09 11:02:14 +00:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 482914849c [BugFix] LoRA: Support loading base_layer of experts (#31104) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
 2026-01-07 14:49:39 +08:00
Wang Kunpeng 5708297e4e [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) 
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
 2026-01-05 20:03:18 +00:00
Jee Jee LiandCyrus Leung 39e63dec7c [LoRA] Cleanup LoRA unused code (#29611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 22:52:58 -08:00
Harry Mellor 97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
Jee Jee Li 9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Mengqing Cao 1958bda9b4 [Misc][Model][Refactor] Pass the prefix into Linear layers (#28259) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-11-07 19:38:38 +08:00
Asaf Joseph Gardin 00b31a36a2 [V1] [Hybrid] Mamba1 Automatic Prefix Caching (#26377) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-11-02 04:16:23 -08:00
wang.yuqi f54f85129e [Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +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 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
Thomas Parnell a903669e10 [V1] Remove V0 code paths for Hybrid models (#25400) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-09-23 08:26:13 -07:00
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
whx 4a9375fe9d [Model] Pass param prefix to LLMHead (#24862) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:01:27 +08:00
wang.yuqi 19332c0479 [Model] Systematic support for fp32 head, pooling models part (#23810) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-09 07:29:50 -07:00
Lukas Geiger de533ab2a1 [Models] Improve iteration over layers (#19497) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-29 09:26:34 +08:00
Asaf Joseph Gardinandasafg 3663870c72 [V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035) 
Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-20 20:08:51 -07:00
Thomas ParnellDaniel AfrimiBurkhard RingleinChen Zhang
 		75531a6c13 [V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
wang.yuqi 84cf78acee [Model] Pooling models default to using chunked prefill & prefix caching if supported. (#20930) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-11 09:41:37 -07:00
Asaf Joseph Gardinandasafg 46a13949d5 [v1] - Mamba1 Attention Metadata (#21249) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-06 17:03:42 -07:00
wang.yuqi 586f286789 [Model] Pooling model activation supports per request control by PoolingParams (#20538) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-05 00:37:00 -07:00
Jee Jee Li 61a6905ab0 [Model] Refactor JambaForCausalLM (#21394) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-29 18:25:07 +08:00
Cyrus Leung 042af0c8d3 [Model][1/N] Support multiple poolers at model level (#21227) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-21 02:22:21 -07:00
Cyrus Leung 90bd2ab6e3 [Model] Update pooling model interface (#21058) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-17 16:05:40 +00:00
Cyrus Leung 1c3198b6c4 [Model] Consolidate pooler implementations (#20927) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-16 13:39:13 +00:00
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
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
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
yury-tokpanovQuentin AnthonyTyler Michael SmithCyrus Leung
 		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
Tyler Michael Smith 72c62eae5f [V1] EP/TP MoE + DP Attention (#13931) 2025-03-04 21:27:26 -08:00
Tyler Michael Smith 4f5b059f14 Clean up unused padding_idx variables across many model definitions (#13240) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-04 21:27:00 +00:00
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
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -08:00
Jee Jee Li 105b8ce4c0 [Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -08:00
Tyler Michael SmithandYu Chin Fabian Lim 1f69c4a892 [Model] Support Mamba2 (Codestral Mamba) (#9292) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
 2025-02-17 20:17:50 +08:00
Yu Chin Fabian LimandTyler Michael Smith aff404571b Add Bamba Model (#10909) 
Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-06 15:22:42 -08:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
ErezSC42 55509c2114 [MODEL] LoRA support for Jamba model (#11209) 
Signed-off-by: Erez Schwartz <erezs@ai21.com>
 2024-12-27 17:58:21 +00:00
Yehoshua CohenYehoshua CohenDarkLight1337
 		6c7f881541 [Model] Add JambaForSequenceClassification model (#10860) 
Signed-off-by: Yehoshua Cohen <yehoshuaco@ai21.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Yehoshua Cohen <yehoshuaco@ai21.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-19 22:48:06 +08:00
youkaichao be39e3cd18 [core] clean up cudagraph batchsize padding logic (#10996) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-13 06:57:50 +00:00
Mor Zusman ffa48c9146 [Model] PP support for Mamba-like models (#10992) 
Signed-off-by: mzusman <mor.zusmann@gmail.com>
 2024-12-10 21:53:37 -05:00
youkaichao dc5ce861bf [torch.compile] remove compilation_context and simplify code (#10838) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-03 06:19:02 +00:00
youkaichao eebad39f26 [torch.compile] support all attention backends (#10558) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 14:04:42 -08:00
Isotr0py c4e464333e [Misc] Add uninitialized params tracking for AutoWeightsLoader (#10327) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 09:07:46 +08:00
Roger Wang 643ecf7b11 [V1] Refactor model executable interface for all text-only language models (#10374) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-11-17 05:18:46 +00:00
youkaichao f89d18ff74 [6/N] pass whole config to inner model (#10205) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 06:41:46 +00:00
youkaichao 1a95f10ee7 [5/N] pass the whole config to model (#9983) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-09 14:17:28 +08:00