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111 Commits

Author SHA1 Message Date
Harry Mellor
6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
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
Stan Wozniak
ea507c3a93 [V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) 
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-04 06:34:22 +02:00
Thomas Parnell
0e93ac0b3a [CI] Fix distributed hybrid tests in CI (#26155) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-03 09:14:18 +00:00
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
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Harry Mellor
058525b997 Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
Andrew Sansom
9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
wang.yuqi
5f696c33b1 [New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
Asaf Joseph Gardin
66072b36db [Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-18 12:21:17 +00:00
Woosuk Kwon
759ef49b15 Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
afeldman-nm
c8c42597ab [CI] Speed up model unit tests in CI (#24253) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-09-12 10:36:50 -07:00
Li, Jiang
59d5d2c736 [CI/Build] Skip prompt embeddings tests on V1-only CPU backend (#24721) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-09-12 18:51:01 +08:00
wang.yuqi
d21a36f5f9 [CI] Add ci_envs for convenient local testing (#24630) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-12 08:52:25 +00:00
Andrew Sansom
ddcec289c7 Fix implementation divergence for BLOOM models between vLLM and HuggingFace when using prompt embeds (#24686) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-12 04:35:48 +00:00
Maximilien de Bayser
e090b7b45b Enable conversion of multimodal models to pooling tasks (#24451) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-09-12 03:30:41 +00:00
wang.yuqi
fd1ce98cdd [CI] Split mteb test from Language Models Test (#24634) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-11 06:37:51 -07:00
Russell Bryant
37e8182bfe [v1] Add Whisper model support (encoder-decoder) (#21088) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2025-09-10 13:53:35 -07:00
wang.yuqi
bd98842c8a [CI] Add PPL test for generation models (#24485) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-10 06:16:39 -07:00
Remy
feaf202e93 [Bugfix] Guard _may_reorder_batch for encoder-only models on CPU (#24319) (#24348) 
Signed-off-by: Remy <eunhwan.shin@dtonic.io>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-09-10 14:24:42 +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
Didier Durand
46876dff32 [Doc]: fixing typos to improve docs (#24480) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 23:06:04 -07:00
Cyrus Leung
948dd3443b [Bugfix] Fix Apertus HF repo name (#24447) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-08 21:40:29 -07:00
wang.yuqi
6d6c6b05d3 [New Model]: google/embeddinggemma-300m (#24318) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-05 22:58:36 -07:00
nopperl
fa4311d85f [V1] v1 engine + full CUDA graph support for PLaMo2 (#23998) 
Signed-off-by: Hemmi Shinichi <shemmi@preferred.jp>
Signed-off-by: nopperl <54780682+nopperl@users.noreply.github.com>
Co-authored-by: Hemmi Shinichi <shemmi@preferred.jp>
Co-authored-by: Thomas Parnell <tom.parnell@gmail.com>
 2025-09-03 08:24:02 -07:00
wang.yuqi
51383bd472 [CI] Accelerate mteb test by setting SentenceTransformers mteb score to a constant (#24088) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-03 17:23:56 +08:00
Thomas Parnell
d328f7894f [CI] Enable all hf transformers baselines in test_hybrid (#23936) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-09-02 20:15:06 +00:00
Didier Durand
fad73be1a5 [Doc]: fix typos in Python comments (#24077) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 02:38:55 -07:00
Asaf Joseph Gardin
2b41cbbf03 [V1][Mamba1] - FP32 SSM Kernel Support (#23506) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-01 20:53:00 -07:00
EduardDurech
1cf3753b90 [MODEL] Apertus and XIELU (#23068) 
Signed-off-by: EduardDurech <39579228+EduardDurech@users.noreply.github.com>
Co-authored-by: AllenHaoHuang <allenhuangdd@gmail.com>
 2025-08-29 20:29:18 +08:00
Maximilien de Bayser
2554b27baa [V0 Deprecation] Remove pooling model support in V0 (#23434) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-29 00:04:02 -07:00
Isotr0py
98ac0cb32d [Bugfix] Use ReplicatedLinear for SequenceClassification head (#23836) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-29 04:41:20 +00:00
wang.yuqi
11a7fafaa8 [New Model]: Support GteNewModelForSequenceClassification (#23524) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-28 15:36:42 +08:00
Asaf Joseph Gardin
853c371fc3 [V1][Mamba] - Enable V1 by default for Mamba Models (#23650) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-08-27 20:53:30 +00:00
Chen Zhang
2b4fc9bd9b Support FlashAttention Backend for Hybrid SSM Models (#23299) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-26 12:41:52 +00:00
LIYIFAN_liyifan
c9abb10489 [Bugfix] Fix Dense module loading for sentence-transformers embedding models (simplified V2) (#23408) 
Signed-off-by: FFFfff1FFFfff <yifanli0919@gmail.com>
 2025-08-25 05:39:24 +00:00
Paul Pak
2e2000f352 [Model] Add LFM2 architecture (#22845) 
Signed-off-by: Paul Pak <paulpak58@gmail.com>
 2025-08-21 09:35:07 +02:00
Asaf Joseph Gardin
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
Cyrus Leung
64ab3c7253 [Doc] Update V1 status of various pooling models (#23189) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 10:33:41 +08:00
wang.yuqi
f856c33ce9 [Model] Add multi_label_classification support (#23173) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-19 12:54:30 +00:00
汪志鹏
829bbd7882 [New Model]mBART model (#22883) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-08-16 12:16:58 +00:00
Thomas Parnell
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
amirai21
fe91ce9591 [V1] - Split Prefill and Decode for Mamba1 models (#22653) 
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
 2025-08-15 08:59:52 +00:00
wang.yuqi
5406ebf5c9 [CI] Pooling models mteb test uses enforce_eager (#22878) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-15 01:16:15 -07:00
Cyrus Leung
0ca2393b47 [CI/Build] Increase pooling tolerance to pass CI (#22844) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-13 18:52:48 -04:00
Woosuk Kwon
71683ca6f6 [V0 Deprecation] Remove multi-step scheduling (#22138) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-08-12 20:18:39 -07:00
wang.yuqi
6d729c43fb [Bugfix] Fix ModernBert load & Enable sliding window attention for bidirectional attention. (#22637) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-12 00:23:17 -07:00
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
Maximilien de Bayser
39052dbca8 Support token_type_ids in V1 with less code changes (#21985) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-10 22:54:59 -07:00
Thomas Parnell
61f67d8acd [V1] [Hybrid] Enable Full CUDA Graph (decode-only) for Mamba layers (#21401) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-09 20:16:11 -07:00