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62 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
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
Jee Jee Li c3666f56fd [Misc] Fix Qwen2-MoE shared_expert_gate (#31339) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-26 05:10:39 +00:00
Harry Mellor cf3eacfe58 Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 20:45:23 +00:00
Tsukasa OI 73a484caa1 [Model][Quantization] Fix / Add GGUF support for Qwen2 MoE models (#30307) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-09 19:13:10 +00:00
Matthew Bonanni 430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Harry Mellor a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -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
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
Jee Jee Li f0a30a067b [Bugfix] Fix qwen-moe packed_modules_mapping (#26634) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-11 15:21:33 +00:00
bnellnm 47e66c24e2 [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-09 11:31:04 -04:00
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
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
toncaotoncaoJee Jee Li
 		027d37df38 [Bugfix][Qwen3-Next] add prefixes to shared_expert in qwen3-next and mlp in qwen2moe to successfully load ignored params in quantized models (#24960) 
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-18 12:08:50 +08:00
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
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
Cyrus Leung 65552b476b [Misc] Use config definitions from Transformers library (#21913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-08 23:10:51 -07:00
Jee Jee Li a3a6c695f4 [Misc] Qwen MoE model supports LoRA (#20932) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-17 18:32:52 +00:00
Jee Jee Li a99b9f7dee [Quantization] add BNB for MixtralForCausalLM (#20893) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-14 07:34:34 +00:00
Jee Jee Li 8020e98c9f [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-11 08:01:13 +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
Isotr0py f07a673eb2 [Misc] Allow AutoWeightsLoader to skip loading weights with specific substr in name (#18358) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-19 20:20:12 -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
bnellnm f9c069c85e Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
Tao He 60f7624334 Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844) 2025-05-12 19:52:47 -07:00
Aaron Pham da4e7687b5 [Fix] Support passing args to logger (#17425) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-30 08:06:58 -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
rongfu.leng 5a1e1c8353 [Model] use AutoWeightsLoader for phimoe,qwen2_moe,qwen3_moe (#16203) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-04-08 04:05:47 -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
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -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
Cyrus LeungandMaxime Fournioux d848800e88 [Misc] Move print_*_once from utils to logger (#11298) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
 2025-01-09 12:48:12 +08:00
youkaichao c055747867 [model][utils] add extract_layer_index utility function (#10599) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-23 22:22:54 -08:00
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
Joe Runde d58268c56a [V1] Make v1 more testable (#9888) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-11-06 11:57:35 -08:00
Aaron Pham 21063c11c7 [CI/Build] drop support for Python 3.8 EOL (#8464) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2024-11-06 07:11:55 +00:00
Yongzaoandyoukaichao 2b5bf20988 [torch.compile] Adding torch compile annotations to some models (#9876) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2024-11-01 00:25:47 -07:00
Murali AndoorveeduandDarkLight1337 0f6d7a9a34 [Models] Add remaining model PP support (#7168) 
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Signed-off-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-10-04 10:56:58 +08:00
Jee Jee Li e497b8aeff [Misc] Skip loading extra bias for Qwen2-MOE GPTQ models (#8329) 2024-09-10 20:59:19 -04:00
afeldman-nm 428dd1445e [Core] Logprobs support in Multi-step (#7652) 2024-08-29 19:19:08 -07:00
Zijian Hu f4fc7337bf [Bugfix] support tie_word_embeddings for all models (#5724) 2024-08-19 20:00:04 -07:00
Dipika Sikka d3bdfd3ab9 [Misc] Update Fused MoE weight loading (#7334) 2024-08-13 14:57:45 -04:00
Cyrus Leung 7025b11d94 [Bugfix] Fix weight loading for Chameleon when TP>1 (#7410) 2024-08-13 05:33:41 +00:00
xuyi 1d2e7fb73f [Model] Pipeline parallel support for Qwen2 (#6924) 2024-07-31 18:49:51 -07:00