 Harry HuangandChen Zhang
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5206e5e28c
|
[V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2026-01-23 09:56:48 -08:00 |
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Nick Hill
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29ce48221c
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[Cleanup] Remove obsolete spec decoding compatibility logic (#32003)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-09 05:44:18 +00:00 |
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zhrrrandNick Hill
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8ff4a99566
|
[Async][Feat] support apply penalty or bad_words for async + spec (#30495)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-09 02:31:50 +00:00 |
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Nick Hill
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287b37cda4
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[BugFix] Fix spec decoding edge case bugs (#31944)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-08 15:31:03 +08:00 |
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Nick Hill
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3b312fb792
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[Minor] Various small code cleanups/simplifications (#31508)
Signed-off-by: njhill <nickhill123@gmail.com>
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2025-12-29 22:42:06 -08:00 |
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Nick Hill
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686cbaac64
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[Cleanup] Remove unused ModelRunner V1 InputBatch.num_tokens field (#30218)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-12-18 09:17:00 -08:00 |
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wang.yuqiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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74c4d80c6c
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[Model][6/N] Improve all pooling task | Support chunked prefill with ALL pooling (#27145)
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-04 13:44:15 +00:00 |
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Zhuohan LiandNick Hill
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d0cd728907
|
[Core] Support reseting all running requests' KV while calling reset_prefix_cache (#28827)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-12-02 02:25:05 +00:00 |
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92effb07a4
|
[Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-25 03:28:51 +00:00 |
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Didier DurandandHarry Mellor
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eca7a8fb59
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[Doc]: fix typos in various files (#29230)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-24 11:10:48 +00:00 |
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Nick Hill
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7df331c66b
|
[BugFix] Fix chunked prompt logprobs + preemption (#29071)
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2025-11-22 16:07:18 -05:00 |
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2fd893b4ce
|
[Feature] Prefill Context Parallel (PCP) basic support (#28718)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
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2025-11-19 15:52:44 -05:00 |
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Jialin Ouyang
|
3319a493fc
|
[Core] Reuse created spec tokens lists to mitigate GC cost (#28917)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-19 19:20:22 +00:00 |
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Kunshang Ji
|
2a2d5d2780
|
Replace torch.cuda.Event with torch.Event for better hardware compatibility (#26985)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2025-11-18 11:34:36 -08:00 |
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d8874c61a5
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[Core] Async Scheduling X Spec Decoding Compatibility (#24799)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2025-11-17 12:16:20 -08:00 |
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zhangsicheng5andQiuChunshuo
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2108a571d7
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[DCP] Support dcp kv_cache interleave size > 1 (#26696)
Signed-off-by: zhangsicheng5 <zhangsicheng5@huawei.com>
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
Co-authored-by: QiuChunshuo <qiuchunshuo@huawei.com>
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2025-11-09 04:45:27 +09:00 |
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d0c7792004
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[Bugfix][LoRA][Spec Decode] Support LoRA with speculative decoding (#21068)
Signed-off-by: Sean Chen <xiaohong_chen1991@hotmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Haipeng Li <li2haipeng@gmail.com>
Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com>
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2025-11-08 01:58:22 +00:00 |
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Madeesh Kannan
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675704ac01
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[Bugfix] Allow 64-bit integer values for LoRA IDs to avoid overflow/truncation (#27876)
Signed-off-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
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2025-10-31 16:58:42 +00:00 |
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Jialin Ouyang
|
b46e4a06f1
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[Core][Bookkeeping Optimization] Update against numpy view of is_token_ids tensor (#27618)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-10-28 08:13:10 +00:00 |
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Cyrus Leung
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d31f7844f8
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[Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-19 05:20:55 -07:00 |
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Cyrus Leung
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d2740fafbf
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[Chore] Separate out vllm.utils.collections (#26990)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-16 08:35:35 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-12 09:51:31 -07:00 |
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Nick Hill
|
5bc26c438d
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[BugFix] Make penalties and bad_words work with async scheduling (#26467)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-10-10 23:27:04 +00:00 |
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Nick Hill
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2e54db4d2b
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[Core] Remove unused prev_sampled_token_ids_invalid_indices input batch field (#26514)
Signed-off-by: Nick Hill <nhill@redhat.com>
|
2025-10-09 20:22:14 +00:00 |
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Nick Hill
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ddcbc2f334
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[Misc] Misc code simplifications (#26450)
Signed-off-by: Nick Hill <nhill@redhat.com>
|
2025-10-09 02:10:06 -07:00 |
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Zhiyuan Li
|
d24cf322e1
|
[Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486)
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
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2025-10-08 23:43:39 -07:00 |
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6ebaf43ee4
|
[V1] Logit processors for rejection sampler (#19482)
Signed-off-by: southfreebird <yvorott@gmail.com>
Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Signed-off-by: Sergei Skvortsov <yvorott@gmail.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-10-07 13:02:49 -07:00 |
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Harry Mellor
|
d6953beb91
|
Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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Cyrus Leung
|
736fbf4c89
|
[Misc] Require merge_by_field_config argument (#26214)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-04 01:40:14 -07:00 |
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courage17340
|
a676e668ee
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[Bugfix] fix apply_temperature to avoid nan in probs (#24734)
Signed-off-by: courage17340 <courage17340@163.com>
|
2025-09-25 05:32:21 +00:00 |
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Andrew SansomandCyrus Leung
|
9a4600e4dc
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[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>
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2025-09-19 08:03:09 +08:00 |
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Benjamin Chislett
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b7433ca1a4
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[Spec Decode] Efficient padded speculation (#24539)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
|
2025-09-18 01:07:24 -04:00 |
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Flora Feng
|
0377802c20
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[Multimodal] Remove legacy multimodal fields in favor of MultiModalFeatureSpec (#24548)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
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2025-09-12 21:42:23 +08:00 |
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Tao HeandJee Jee Li
|
e93f4cc9e3
|
Add the support for the qwen3 next model (a hybrid attention model). (#24526)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-11 15:32:09 +08:00 |
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b3d7e3c845
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[Sampler] Support returning all prompt logprobs (#23868)
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-09-07 19:34:31 -07:00 |
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Benjamin Chislett
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cee182b297
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[Perf][V1] Fully overlap model execution (#23569)
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
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2025-09-05 18:20:17 -07:00 |
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co63oc
|
1bd007f234
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fix some typos (#24071)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
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2025-09-02 20:44:50 -07:00 |
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Maximilien de Bayser
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d59c986444
|
Remove runtime checks based on pooling params (#24051)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
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2025-09-02 11:54:37 +08:00 |
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Hyogeun Oh (오효근)
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4e4d017b6f
|
[Docs] Fix warnings in mkdocs build (continued) (#23743)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
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2025-08-27 17:17:29 +00:00 |
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d765cf01fe
|
[Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-08-25 00:41:17 -07:00 |
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Nick Hill
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c80c53a30f
|
[BugFix] Fix batch updates for pooling models (#23398)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-08-23 08:20:41 +08:00 |
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Nick Hill
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603fbbbce0
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[Misc] Misc code cleanup/simplification (#23304)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-08-21 17:22:55 +00:00 |
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wang.yuqi
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d70a16625d
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[Performance] V1 Pooling Models E2E Performance Optimization (#23162)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-08-21 13:26:09 +00:00 |
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Cyrus Leung
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27e8d1ea3e
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[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-18 09:52:00 +00:00 |
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Cyrus Leung
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5c32143b9d
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[Refactor] Defer tensor data construction in MultiModalKwargs (#23030)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-16 21:05:50 -07:00 |
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bf7f470b22
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[V1] Logits processors extensibility (#19912)
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-08-16 12:59:17 -07:00 |
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Cyrus Leung
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19b927e52d
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[Core] Use individual MM items in P0/P1 cache and model runner (#22570)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-13 07:18:07 -07:00 |
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22quinn
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54de71d0df
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[Sampler] Support returning all logprobs or logits (#21792)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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2025-08-04 03:04:12 -07:00 |
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Lu Fang
|
accac82928
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[Sampler] Introduce logprobs mode for logging (#21398)
Signed-off-by: Lu Fang <lufang@fb.com>
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2025-07-23 01:39:25 -07:00 |
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Cyrus Leung
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45badd05d0
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[Core] Set pooling params based on task and model (#21128)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-18 05:41:17 -07:00 |
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