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1292 Commits

Author SHA1 Message Date
Ce Gao
a7e3eba66f
[Frontend] Support reasoning content for deepseek r1 (#12473) 
Signed-off-by: Ce Gao <cegao@tensorchord.ai>
Co-authored-by: Rafael Vasquez <rafvasq21@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
 2025-01-29 11:38:08 +08:00
Mark McLoughlin
c386c43ca3
[V1][Metrics] Add per-request prompt/generation_tokens histograms (#12516) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-01-28 22:07:22 +00:00
Mark McLoughlin
3fd1fb63ef
[V1][Metrics] Hook up IterationStats for Prometheus metrics (#12478) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-01-28 16:38:38 +00:00
Cyrus Leung
8f58a51358
[VLM] Merged multi-modal processor and V1 support for Qwen-VL (#12504) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-28 16:25:05 +00:00
Gabriel Marinho
0f465ab533
[FEATURE] Enables offline /score for embedding models (#12021) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
 2025-01-28 11:30:13 +08:00
Liangfu Chen
ddee88d0ff
[Neuron][Kernel] NKI-based flash-attention kernel with paged KV cache (#11277) 
Signed-off-by: Liangfu Chen <liangfc@amazon.com>
Co-authored-by: Jiangfei Duan <jfduan@outlook.com>
 2025-01-27 17:31:16 -08:00
Harry Mellor
823ab79633
Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Nicolò Lucchesi
6116ca8cd7
[Feature] [Spec decode]: Enable MLPSpeculator/Medusa and prompt_logprobs with ChunkedPrefill (#10132) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: wallashss <wallashss@ibm.com>
Co-authored-by: wallashss <wallashss@ibm.com>
 2025-01-27 13:38:35 -08:00
Bowen Wang
2bc3fbba0c
[FlashInfer] Upgrade to 0.2.0 (#11194) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-01-27 18:19:24 +00:00
Woosuk Kwon
3f1fc7425a
[V1][CI/Test] Do basic test for top-p & top-k sampling (#12469) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-01-27 09:40:04 -08:00
Mark McLoughlin
01ba927040
[V1][Metrics] Add initial Prometheus logger (#12416) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-01-27 12:26:28 -05:00
Pooya Davoodi
0cc6b383d7
[Frontend] Support scores endpoint in run_batch (#12430) 
Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
 2025-01-27 04:30:17 +00:00
Kyle Mistele
0034b09ceb
[Frontend] Rerank API (Jina- and Cohere-compatible API) (#12376) 
Signed-off-by: Kyle Mistele <kyle@mistele.com>
 2025-01-26 19:58:45 -07:00
Tyler Michael Smith
72f4880425
[Bugfix/CI] Fix broken kernels/test_mha.py (#12450) 2025-01-26 10:39:03 -08:00
Tyler Michael Smith
aa2cd2c43d
[Bugfix] Disable w16a16 2of4 sparse CompressedTensors24 (#12417) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-01-26 19:59:58 +08:00
Matthew Hendrey
9ddc35220b
[Frontend] generation_config.json for maximum tokens(#12242) 
Signed-off-by: Matthew Hendrey <matthew.hendrey@gmail.com>
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: shangmingc <caishangming@linux.alibaba.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Yuan Tang <terrytangyuan@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-01-26 19:59:25 +08:00
Isotr0py
f1fc0510df
[Misc] Add FA2 support to ViT MHA layer (#12355) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-25 15:07:35 +08:00
Cyrus Leung
df5dafaa5b
[Misc] Remove deprecated code (#12383) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-24 14:45:20 -05:00
Lucas Wilkinson
ab5bbf5ae3
[Bugfix][Kernel] Fix CUDA 11.8 being broken by FA3 build (#12375) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-01-24 15:27:59 +00:00
Nick Hill
24b0205f58
[V1][Frontend] Coalesce bunched RequestOutputs (#12298) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2025-01-23 17:17:41 -08:00
Gregory Shtrasberg
e97f802b2d
[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2025-01-23 18:04:03 +00:00
Lucas Wilkinson
978b45f399
[Kernel] Flash Attention 3 Support (#12093) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-01-23 06:45:48 -08:00
Cody Yu
f0ef37233e
[V1] Add uncache_blocks (#12333) 2025-01-23 04:19:21 +00:00
rasmith
68c4421b6d
[AMD][Quantization] Add TritonScaledMMLinearKernel since int8 is broken for AMD (#12282) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-01-23 00:10:37 +00:00
Cody Yu
7206ce4ce1
[Core] Support reset_prefix_cache (#12284) 2025-01-22 18:52:27 +00:00
youkaichao
68ad4e3a8d
[Core] Support fully transparent sleep mode (#11743) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-22 14:39:32 +08:00
Kevin H. Luu
64ea24d0b3
[ci/lint] Add back default arg for pre-commit (#12279) 
Signed-off-by: kevin <kevin@anyscale.com>
 2025-01-22 01:15:27 +00:00
Cyrus Leung
df76e5af26
[VLM] Simplify post-processing of replacement info (#12269) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 16:48:13 -08:00
Adrian Cole
347eeebe3b
[Misc] Remove experimental dep from tracing.py (#12007) 
Signed-off-by: Adrian Cole <adrian.cole@elastic.co>
 2025-01-21 11:51:55 -08:00
Andy Lo
18fd4a8331
[Bugfix] Multi-sequence broken (#11898) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2025-01-21 11:51:35 -08:00
Ricky Xu
132a132100
[v1][stats][1/n] Add RequestStatsUpdate and RequestStats types (#10907) 
Signed-off-by: rickyx <rickyx@anyscale.com>
 2025-01-21 11:51:13 -08:00
Nicolò Lucchesi
5fe6bf29d6
[BugFix] Fix GGUF tp>1 when vocab_size is not divisible by 64 (#12230) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-01-21 12:23:14 +08:00
Cyrus Leung
18572e3384
[Bugfix] Fix HfExampleModels.find_hf_info (#12223) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 15:35:36 +00:00
Cyrus Leung
b37d82791e
[Model] Upgrade Aria to transformers 4.48 (#12203) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 17:58:48 +08:00
Cyrus Leung
59a0192fb9
[Core] Interface for accessing model from VllmRunner (#10353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 15:00:59 +08:00
Isotr0py
83609791d2
[Model] Add Qwen2 PRM model support (#12202) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-20 14:59:46 +08:00
Martin Gleize
bbe5f9de7d
[Model] Support for fairseq2 Llama (#11442) 
Signed-off-by: Martin Gleize <mgleize@meta.com>
Co-authored-by: mgleize user <mgleize@a100-st-p4de24xlarge-4.fair-a100.hpcaas>
 2025-01-19 10:40:40 -08:00
Roger Wang
81763c58a0
[V1] Add V1 support of Qwen2-VL (#12128) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: imkero <kerorek@outlook.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-19 19:52:13 +08:00
yancong
32eb0da808
[Misc] Support register quantization method out-of-tree (#11969) 2025-01-18 16:13:16 -08:00
Isotr0py
02798ecabe
[Model] Port deepseek-vl2 processor, remove dependency (#12169) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-18 13:59:39 +08:00
youkaichao
da02cb4b27
[core] further polish memory profiling (#12126) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-18 12:25:08 +08:00
Wallas Henrique
58fd57ff1d
[Bugfix] Fix score api for missing max_model_len validation (#12119) 
Signed-off-by: Wallas Santos <wallashss@ibm.com>
 2025-01-17 16:24:22 +00:00
youkaichao
87a0c076af
[core] allow callable in collective_rpc (#12151) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-17 20:47:01 +08:00
Jee Jee Li
07934cc237
[Misc][LoRA] Improve the readability of LoRA error messages (#12102) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-17 19:32:28 +08:00
Chen Zhang
69d765f5a5
[V1] Move more control of kv cache initialization from model_executor to EngineCore (#11960) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
 2025-01-17 07:39:35 +00:00
Isotr0py
d75ab55f10
[Misc] Add deepseek_vl2 chat template (#12143) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-17 06:34:48 +00:00
Isotr0py
62b06ba23d
[Model] Add support for deepseek-vl2-tiny model (#12068) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-16 17:14:48 +00:00
Roger Wang
874f7c292a
[Bugfix] Fix max image feature size for Llava-one-vision (#12104) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-16 14:54:06 +00:00
youkaichao
bf53e0c70b
Support torchrun and SPMD-style offline inference (#12071) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-16 19:58:53 +08:00
Isotr0py
dd7c9ad870
[Bugfix] Remove hardcoded head_size=256 for Deepseek v2 and v3 (#12067) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-16 10:11:54 +00:00