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8540 Commits

Author SHA1 Message Date
Andrew Xia
421125d03a
[ez] move harmony utils to parser folder (#30117) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-06 17:34:34 -05:00
Cyrus Leung
671427efbf
[Model] Move multimodal_cpu_fields definition to field config (#30181) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 13:40:02 +00:00
Viacheslav
21bb323542
Gigachat 3 tool parser and tests (#29905) 
Signed-off-by: Viacheslav Barinov <viacheslav.teh@gmail.com>
 2025-12-06 12:04:14 +00:00
Ye (Charlotte) Qi
92c35abb24
[Misc] Fix circular import in vllm.transformers_utils.config (#30179) 
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-12-06 09:24:03 +00:00
Yu Jiaqi
43e7593031
Support tokenization_kwargs override (#29794) 
Signed-off-by: piood <2477084691@qq.com>
 2025-12-06 09:12:53 +00:00
Cyrus Leung
c46b932df2
[Chore] Deprecate SupportsMultiModal.merge_by_field_config (#30170) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 07:57:28 +00:00
kx
d6aeaddf4a
[bugfix] fix type[AttentionBackend] bug in kv_connector_base_v1 (#30051) 
Signed-off-by: 01267596 <xiongkai123@cmbchina.com>
Co-authored-by: 01267596 <xiongkai123@cmbchina.com>
 2025-12-06 07:11:31 +00:00
Woosuk Kwon
a238cbd89d
[Model Runner V2] Support min-p sampling (#30171) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-12-05 21:42:47 -08:00
Nick Hill
4026ae31e9
[Misc] Move disable_nccl_for_dp_synchronization init logic into VllmConfig (#30161) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-05 20:59:04 -08:00
Rohan Potdar
40a046cd82
[Bugfix]: Fix TokenizerLike interface (#30009) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2025-12-05 20:56:40 -08:00
Peter Salas
e858bc4d14
[Model] Add support for transformer-based Ultravox v0.7 projector (#30089) 
Signed-off-by: Peter Salas <peter@fixie.ai>
 2025-12-05 20:55:43 -08:00
Dongjie Zou
e3fbb6f152
fix#30092 Kimi-Linear model loading failure with missing indexer_rotary_emb (#30093) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2025-12-05 20:55:09 -08:00
yuttian1
c4d62618ca
Fix AWQ MoE marlin check issue in marlin_utils.py for AMD backend (#30102) 
Signed-off-by: yuttian1 <yuttian@amd.com>
 2025-12-05 20:54:38 -08:00
Harry Mellor
bf4a901af9
Better error when world size is larger than node and distributed_executor_backend is not set (#30140) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-05 20:53:52 -08:00
rasmith
dc839ad03d
[CI/Build][AMD][Quantization] Fix test_int8_kernel.py by updating int8_utils to use hip.libdevice.round (#30151) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-12-05 20:52:11 -08:00
Wentao Ye
7b5575fa7d
[Bug] Fix vLLM config is not set error (#29999) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-05 16:42:12 -05:00
Bangsheng Tang
77e4472809
let draft model follow target model's config_format (#30152) 2025-12-05 13:33:42 -08:00
Divakar Verma
962d703818
[Bugfix][llama4_eagle] Fix missing 'lm_head' attribute (#29926) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-05 19:57:26 +00:00
Nicolò Lucchesi
bff78310d9
[Enc-Dec] Fix OOT tokenizer issue (#30144) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-05 19:23:33 +00:00
Tova Movshovitz
adb315060c
[KVConnector][Feature] Support KV connector cache reset via /reset_prefix_cache (#27170) 
Signed-off-by: tovam <tovam@pliops.com>
Signed-off-by: Tova Movshovitz <tovam@pliops.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-05 18:33:26 +00:00
Ilya Markov
4e26d3b09e
[Compile] Conditional compilation. Introduce compile_ranges (#24252) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
 2025-12-05 18:17:32 +00:00
Matthew Bonanni
66e674cdd5
[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-12-05 09:48:43 -08:00
Mark McLoughlin
dff0a2b394
[NIXL] Add remote_request_id to kv_transfer_params (#29665) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-05 09:43:48 -08:00
Nick Hill
dc264bcea1
[BugFix] Eagerly abort cancelled final-step requests (#29987) 
Currently, when requests are cancelled while executing their final
step, "completion" is handled based on normal stop processing (e.g.
length or stop token), so the abort has no effect. This is typically
not a problem, but when a kv connector is involved it thinks the
request completed successfully rather than being aborted.

This is problematic for disaggregated prefill which will free kv
cache blocks if the request was aborted but not if it completed
successfully—since the cancelled request will never be sent to
the decode side, kv cache blocks remain pinned until the fall-back
timeout expires. The problem is exacerbated when many requests
are cancelled and/or there are large prefills whose forward pass
takes a long time (since the window is bigger).

This PR fixes the problem by processing pending aborts
immediately prior to processing model output each step; we process
only aborts, not new requests, since it's preferable for latency to
process model outputs before new incoming requests.

Fixes #26400.

Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-05 17:28:32 +00:00
Nicolò Lucchesi
78c44fd722
[NIXL] Small cleanup of unused variables (#29618) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-05 18:17:36 +01:00
Angela Yi
e7296b08da
[bugfix] Pass globals to aot_compiled function (#29428) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-12-05 16:54:26 +00:00
Andrew Xia
da7bc54ea8
[responsesAPI][5] ResponsesParser with tools for full MCP python loop (#29798) 
Signed-off-by: Andrew Xia <axia@fb.com>
Signed-off-by: Andrew Xia <axia@meta.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-05 11:11:50 -05:00
Mark McLoughlin
949a6a19d2
[NIXL] Add compatibility checking to NIXL KV connector handshake (#29503) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-05 15:52:45 +01:00
Alec S
2c174420f5
Reduce validation to a warning (#28749) 
Signed-off-by: Alec Solder <alecs@fb.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-05 14:02:49 +00:00
Yi Liu
0d8a7d8a26
[Compressed Tensors] Add XPU wNa16 support (#29484) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
 2025-12-05 22:02:09 +08:00
Max Hu
c2894d3883
[Feature] Add Layer-wise NVTX Support (#29990) 
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Signed-off-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
 2025-12-05 11:20:07 +00:00
Zhiwei
3628bcaaf2
[ROCm][MXFP4] Infer w4a4 quant method in rocm aiter fused moe (#29775) 
Signed-off-by: ZhiweiYan-96 <zhiwei.yan@amd.com>
 2025-12-05 11:01:16 +00:00
strinczer
b73b158ab0
[Bugfix] Fix parse_output_message crash on commentary with no recipient (#29972) 
Signed-off-by: Shai Trinczer <strinczer@icloud.com>
Signed-off-by: strinczer <strinczer@icloud.com>
 2025-12-05 10:51:12 +00:00
Ning Xie
7ae13c66ba
[typing] fix type (#29964) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-12-05 10:46:08 +00:00
Ming Yang
f16356fe36
[bench] Support common prefix len config (for decode-only bench) (#29934) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-12-05 10:26:52 +00:00
Alec S
65ee97288a
[BugFix] Adding env variable to disable async grammar compilation (#29996) 
Signed-off-by: Alec Solder <alecs@fb.com>
Signed-off-by: Alec S <10566873+alecsolder@users.noreply.github.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-12-05 00:49:37 -08:00
Yanan Cao
62b3333448
[Frontend] Remove deprecated -O.xx flag (#29991) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-12-05 00:47:22 -08:00
amitz-nv
6038b1b04b
[Frontend][Model] Add 'float16' to possible mamba cache dtype values, override mamba SSM cache dtype value for NemotronH (#29978) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2025-12-05 00:34:33 -08:00
Jingchun Gao
d698bb382d
[Bugfix] Correct num_q_heads on DCP for Flashinfer backends (#29487) 
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
 2025-12-05 05:54:31 +00:00
Laith Sakka
5867819eaf
Do not guard during noop elimination pass (#30095) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-05 04:10:12 +00:00
Qiu
0098a6e3da
[PCP&DCP] move CUDAGraph check for PCP&DCP to the check func of platforms (#29952) 
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-04 21:40:51 -05:00
Hubert de La Jonquiere
befb59e5b1
[Model] Add Holo2 reasoning parser (#30048) 
Signed-off-by: hdlj-h <hubert@hcompany.ai>
 2025-12-05 10:38:45 +08:00
Alexander Matveev
4470ee2f90
[Perf] Enable separate shared_experts stream only for CUDA (#30085) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-12-05 00:03:17 +00:00
Laith Sakka
1f0d184590
[aot_compile]change VLLM backend to read fake args from example_value (#29104) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-04 17:33:45 -05:00
Lucas Wilkinson
c8ab988b15
[BugFix] Fix DBO assert assert B_block_table == B_q (#29933) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-04 14:48:54 -05:00
Peng-YM
48a5fff66e
[Bugfix] Missing tokens in return_token_ids when tool parsers is enabled in streaming mode (#29074) 
Signed-off-by: Peng-YM <1048217874pengym@gmail.com>
 2025-12-04 19:09:39 +00:00
Mercykid-bash
1119f6e47a
Abstract eplb algo (#26471) 
Signed-off-by: Che Ruan <cr623@ic.ac.uk>
Signed-off-by: mengxingkongzhouhan <117415539+mengxingkongzhouhan@users.noreply.github.com>
Signed-off-by: Mercykid-bash <ruanche0218@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Che Ruan <cr623@ic.ac.uk>
Co-authored-by: mengxingkongzhouhan <117415539+mengxingkongzhouhan@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-04 19:09:09 +00:00
Harry Mellor
e10c84e06a
Access partial_rotary_factor from rope_parameters (#29966) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-04 18:42:49 +00:00
Kuntai Du
ece2825a29
[KVConnector] Remove v0-related kv connector components such as kv pipe and kv lookup buffer (#29705) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2025-12-04 18:20:48 +00:00
Jee Jee Li
652ba93da3
[Bugfix] Fix FP8 MoE LoRA (#29890) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-04 18:17:49 +00:00