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622 Commits

Author SHA1 Message Date
Lucia Fang
3d2779c29a
[Feature] Support Pipeline Parallism in torchrun SPMD offline inference for V1 (#17827) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-05-15 22:28:27 -07:00
Harry Mellor
51ff154639
Improve examples rendering in docs and GitHub (#18203) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-15 15:57:49 +00:00
omahs
a9944aabfa
fix: typos (#18151) 
Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
 2025-05-15 02:16:15 -07:00
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
majianpeng
e7ef61c1f0
[Bugfix][Example] make lmcache v0 work. (#18051) 
Signed-off-by: Ma, Jianpeng <jianpeng.ma@intel.com>
 2025-05-13 23:43:44 -07:00
Ecthlion_zyy
33011318c2
Fix broken example: examples/offline_inference/profiling at scheduler_config (#18117) 2025-05-13 23:19:14 -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
Harry Mellor
72a3f6b898
Construct KVTransferConfig properly from Python instead of using JSON blobs without CLI (#17994) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-12 11:25:33 -07:00
Xu Wenqing
3a5ea75129
[Feature] Support DeepSeekV3 Function Call (#17784) 
Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com>
Signed-off-by: Xu Wenqing <xuwq1993@qq.com>
 2025-05-12 00:45:21 -07:00
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
Frieda Huang
9cea90eab4
[Frontend] Add /classify endpoint (#17032) 
Signed-off-by: Frieda (Jingying) Huang <jingyingfhuang@gmail.com>
 2025-05-11 07:57:07 +00:00
Reid
4c31218f80
[Misc] remove --model from vllm serve usage (#17944) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-05-10 13:23:31 +00:00
Mark McLoughlin
7e3571134f
[V1][Spec Decoding] Include bonus tokens in mean acceptance length (#17908) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-09 13:32:36 -07:00
Rui Qiao
c44c384b1c
[Misc] Add references in ray_serve_deepseek example (#17907) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-05-09 16:59:36 +00:00
Cyrus Leung
a1e19b635d
[Doc] Fix a typo in the file name (#17836) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-08 18:04:18 +08:00
Rick Yuan
ca04b97c93
[Bugfix] Fix tool call template validation for Mistral models (#17644) 
Signed-off-by: Rick Yuan <yuan821120@gmail.com>
Signed-off-by: RIck Yuan <yuan821120@gmail.com>
Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com>
 2025-05-08 09:47:19 +00:00
Cyrus Leung
96722aa81d
[Frontend] Chat template fallbacks for multimodal models (#17805) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-07 23:05:54 -07:00
Aaron Pham
a8238bbdb0
[Chore][Doc] uses model id determined from OpenAI client (#17815) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-05-08 01:48:57 +00:00
Harry Mellor
646a31e51e
Fix and simplify deprecated=True CLI kwarg (#17781) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-07 16:51:06 +01:00
Cyrus Leung
8a15c2603a
[Frontend] Add missing chat templates for various MLLMs (#17758) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-07 00:10:01 -07:00
Satyajith Chilappagari
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
 2025-05-07 00:07:30 -07:00
Jee Jee Li
ba7703e659
[Misc] Remove qlora_adapter_name_or_path (#17699) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-06 23:10:37 -07:00
Jevin Jiang
621ca2c0ab
[TPU] Increase block size and reset block shapes (#16458) 2025-05-06 13:55:04 -04:00
Cyrus Leung
5b8c390747
[Bugfix] Fix modality limits in vision language example (#17721) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-06 16:12:28 +00:00
Reid
7525d5f3d5
[doc] Add RAG Integration example (#17692) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-05-06 16:10:23 +00:00
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
Cyrus Leung
d7543862bd
[Misc] Rename assets for testing (#17575) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 03:29:25 -07:00
Cyrus Leung
f89d0e11bf
[Misc] Continue refactoring model tests (#17573) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-01 22:06:08 -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
Reid
7423cf0a9b
[Misc] refactor example - cpu_offload_lmcache (#17460) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-05-01 15:05:24 +00:00
Chauncey
98060b001d
[Feature][Frontend]: Deprecate --enable-reasoning (#17452) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-01 06:46:16 -07:00
Reid
7169f87ad0
[doc] add streamlit integration (#17522) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-05-01 13:34:02 +00:00
zh Wang
d586ddc691
[BugFix] Fix authorization of openai_transcription_client.py (#17321) 
Signed-off-by: zh Wang <rekind133@outlook.com>
 2025-04-30 09:51:05 -07:00
Alec
0be6d05b5e
[V1][Metrics] add support for kv event publishing (#16750) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-30 07:44:45 -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
Huy Do
2c4f59afc3
Update PyTorch to 2.7.0 (#16859) 2025-04-29 19:08:04 -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
Harry Mellor
a6977dbd15
Simplify (and fix) passing of guided decoding backend options (#17008) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:02:23 +00:00
Chauncey
96e06e3cb7
[Misc] Add a Jinja template to support Mistral3 function calling (#17195) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-04-28 19:53:44 -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
Kuntai Du
9053d0b134
[Doc] Fix wrong github link in LMCache examples (#17274) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2025-04-28 03:09:11 +00:00
Russell Bryant
f8acd01ff7
[V1] Add structural_tag support using xgrammar (#17085) 2025-04-26 14:06:37 +00:00
Isotr0py
8c1c926d00
[Bugfix] Fix missing int type for -n in multi-image example (#17223) 2025-04-26 08:49:52 +00:00
Yihua Cheng
5e83a7277f
[v1] [P/D] Adding LMCache KV connector for v1 (#16625) 2025-04-26 03:03:38 +00:00
Rui Qiao
c53e0730cb
[Misc] Refine ray_serve_deepseek example (#17204) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-04-25 16:06:59 -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
Rui Qiao
583e900996
[Misc] Add example to run DeepSeek with Ray Serve LLM (#17134) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-04-24 22:25:21 +00:00
Maximilien de Bayser
05e1fbfc52
Add chat template for Llama 4 models (#16428) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-04-24 20:19:36 +00:00
Reid
1bcbcbf574
[Misc] refactor example series - structured outputs (#17040) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-04-24 07:49:48 -07:00