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994 Commits

Author SHA1 Message Date
bnellnm
f9c069c85e
Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
Ekagra Ranjan
418d2f8bfb
[V1][Spec Decode] Share input embedding of target model with EAGLE draft model to free ~1GB for llama 3 model (#17326) 
Co-authored-by: root <root@ekagra-8xh100.us-east5-a.c.serving-efficiency-poc.internal>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-14 12:31:46 -07:00
Cyrus Leung
d62a076e84
[Model] GritLM supports other attention backends (#18109) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-14 03:33:19 -07:00
Jee Jee Li
63dc3426e0
[Model] Add packed_modules_mapping for Qwen3-MOE (#18118) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-14 02:13:19 -07:00
wang.yuqi
63ad622233
[New Model]: support GTE NewModel (#17986) 2025-05-14 01:31:31 -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
bwshen-mi
acee8f48aa
[Model] Support MiMo-7B inference with MTP (#17433) 
Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
 2025-05-12 23:25:33 +00:00
Isotr0py
021c16c7ca
[Model] Broadcast Ovis2 implementation to fit Ovis1.6 (#17861) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-11 17:56:30 -07:00
wang.yuqi
e4b8713380
[New Model]: nomic-embed-text-v2-moe (#17785) 2025-05-11 00:59:43 -07:00
Lucas Wilkinson
5e6f939484
[Attention] MLA move rotary embedding to cuda-graph region (#17668) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-09 11:14:42 +08:00
Jee Jee Li
a944f8ede7
[Misc] Delete LoRA-related redundancy code (#17841) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-08 06:02:21 -07:00
Cyrus Leung
015815fe01
[Bugfix] use_fast failing to be propagated to Qwen2-VL image processor (#17838) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-08 05:39:21 -07:00
Wanrui Dai
f80ae5bdcf
[Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Isotr0py
c3e9d5060e
[Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 04:51:33 +00:00
Jee Jee Li
822de7fb94
[Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Chih-Chieh Yang
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-05-06 17:59:30 -07:00
Stan Wozniak
999328be0d
[Model] Add GraniteMoeHybrid 4.0 model (#17497) 
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-05-06 12:00:31 +08:00
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Caleb_Du
3e887d2e0c
permute/unpermute kernel for moe optimization (#14568) 
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
 2025-05-02 11:31:55 -07:00
Michael Goin
f192ca90e6
Fix PixtralHF missing spatial_merge_size (#17571) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-01 22:14:09 -07:00
Lucas Wilkinson
afcb3f8863
[Attention] MLA move o_proj q_proj into cuda-graph region (#17484) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-02 03:16:26 +00:00
qizixi
39c0813a7f
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE3 (#17504) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-01 16:19:30 -07:00
sstamenk
04f2cfc894
Remove duplicate code from dbrx.py (#17550) 2025-05-01 11:51:58 -07:00
Isotr0py
88c8304104
[Model] Refactor Ovis2 to support original tokenizer (#17537) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-01 11:00:53 -07:00
Cyrus Leung
afb4429b4f
[CI/Build] Reorganize models tests (#17459) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-30 23:03:08 -07:00
Alex Brooks
02bd654846
[Misc] Rename Audios -> Audio in Qwen2audio Processing (#17507) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-04-30 19:51:36 -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
Marco
54072f315f
[MODEL ADDITION] Ovis2 Model Addition (#15826) 
Signed-off-by: Marco <121761685+mlinmg@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-04-30 07:33:29 +00:00
Michael Goin
a44c4f1d2f
Support LoRA for Mistral3 (#17428) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-29 21:10:30 -07:00
Bryan Lu
70788bdbdc
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE (#17211) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-29 21:10:00 +00:00
Isotr0py
2fa2a50bf9
[Bugfix] Fix Minicpm-O-int4 GPTQ model inference (#17397) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-29 18:21:42 +00:00
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
Cyrus Leung
00ee37efa2
[Bugfix] Clean up MiniMax-VL and fix processing (#17354) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 20:42:16 +08:00
Ekagra Ranjan
97cc8729f0
[Model] Ignore rotary embed load for Cohere model (#17319) 2025-04-29 00:30:40 -07:00
Cyrus Leung
ebb3930d28
[Misc] Move config fields to MultiModalConfig (#17343) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 06:37:21 +00:00
qscqesze
cde384cd92
[Model] support MiniMax-VL-01 model (#16328) 
Signed-off-by: qingjun <qingjun@minimaxi.com>
 2025-04-29 12:05:50 +08:00
Lucia Fang
b4ac4fa04d
[model] make llama4 compatible with pure dense layers (#17315) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-04-29 10:22:22 +08:00
Cyrus Leung
506475de5f
[Optim] Compute multimodal hash only once per item (#17314) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 09:40:35 +08:00
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
Cyrus Leung
8b464d9660
[Misc] Clean up Qwen2.5-Omni code (#17301) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-28 06:20:45 -07:00
Cyrus Leung
344e193b7d
[Bugfix] Add missing get_language_model to new MLLMs (#17300) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-28 04:09:57 -07:00
Alex Brooks
fa93cd9f60
[Model] Add Granite Speech Support (#16246) 
Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-04-28 10:05:00 +00:00
Wanrui Dai
7fcc4223dc
[Minor][Models] Pass partial_rotary_factor parameter to rope (#17266) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-04-28 04:28:59 +00:00
Michael Goin
cb3f2d8d10
[Bugfix] Fix Mistral3 spatial merge error (#17270) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-27 19:40:05 -07:00
Jee Jee Li
4283a28c2f
[Bugfix] Fix QWen2 VL multimodal mapping (#17240) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-27 05:53:23 +00:00
Woosuk Kwon
b278911229
[Minor][Models] Fix Return Types of Llama & Eagle (#17220) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-25 21:54:47 -07:00
Chen Zhang
8de2901fea
[Bugfix] gemma[2,3] interleaved attention when sliding window is disabled (#17180) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-25 19:53:51 -07:00
Benjamin Chislett
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support (#16937) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-25 15:43:07 -07:00
Zaida Zhou
69bff9bc89
fix float16 support for kimi-vl (#17156) 
Co-authored-by: zhouzaida <zhouzaida@msh.team>
 2025-04-24 20:16:32 -07:00
Isotr0py
b0c1f6202d
[Misc] Remove OLMo2 config copy (#17066) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-24 06:14:32 -07:00