 Yiliu Dongandqianlihuang
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d940607629
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[Core] Support min_tokens with speculative decoding (#32642)
Signed-off-by: qianlihuang <yiliu.dong@qq.com>
Co-authored-by: qianlihuang <yiliu.dong@qq.com>
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2026-02-26 12:31:28 -05:00 |
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Kunshang Ji
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8ad54a991b
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[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
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2026-02-24 22:22:49 -08:00 |
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Kunshang Ji
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92510edc32
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remove cuda check in top_k_top_p_triton kernel (#35011)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-02-24 22:22:31 -08:00 |
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Xiao Li
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30132cd144
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Fix apply_top_k_top_p_triton called by non-cuda logits Tensor (#35030)
Signed-off-by: Xiao Li <ilx@meta.com>
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2026-02-21 21:11:54 -08:00 |
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Xin Yang
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7a5adad480
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[Kernel] Optimize sample_recovered_tokens_kernel (#34974)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-02-20 19:59:06 -08:00 |
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c656ba3b4d
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[Kernel] Triton-based Top-k and Top-p sampler kernels (#33538)
Signed-off-by: js_park <cakeng@naver.com>
Signed-off-by: Jongseok Park <37990712+cakeng@users.noreply.github.com>
Signed-off-by: Sunga Kim <sunga.kim@berkeley.edu>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Sunga Kim <sunga.kim@berkeley.edu>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-02-17 23:14:30 +00:00 |
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Zhuohan Li
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d707678dfb
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Fix num_logprobs parameter description in sampler.py (#34451)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
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2026-02-12 18:18:03 -08:00 |
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caozuoba
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8980001c93
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[perf] v1/spec_decode: skip softmax for all-greedy rejection sampling (#32852)
Signed-off-by: hdj <1293066020@qq.com>
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2026-01-31 09:51:26 +00:00 |
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杨朱 · KikiandClaude Opus 4.5
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1a7894dbdf
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[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-30 01:56:59 -08:00 |
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Wentao Ye
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f744810184
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[Refactor] Remove unused tpu files (#32610)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-01-22 15:35:18 -05:00 |
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Pleaplusone
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77c16df31d
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[ROCm][Bugfix] Disable hip sampler to fix deepseek's accuracy issue on ROCm (#32413)
Signed-off-by: ganyi <ygan@amd.com>
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2026-01-15 16:35:47 +00:00 |
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zhrrr
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97ba96fbe9
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[perf][async] support non cpu sync get logprob tensors for spec (#31336)
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2026-01-09 21:24:51 +00:00 |
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Nick Hill
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10ef65eded
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[BugFix] Fix bad words with speculative decoding (#31908)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-07 15:46:42 -05:00 |
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Nick Hill
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2ac85a4544
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[BugFix] Fix logprobs with spec decode and modified logits (#30846)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-12-18 19:58:28 -08:00 |
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realliujiaxu
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d2c919dcc2
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[bugfix] fix bug when top_logprobs=0 with spec decoding (#30059)
Signed-off-by: realliujiaxu <realliujiaxu@163.com>
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2025-12-12 09:03:35 -08:00 |
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jthomson04
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1528e079e2
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[Perf] Avoid pageable HtoD transfer in MinTokensLogitsProcessor (#29826)
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
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2025-12-02 21:25:52 +00:00 |
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Cyrus Leung
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9e6bcda3ac
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[mypy] Enable type checking for more directories (#29674)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-28 08:39:27 -08:00 |
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Harry MellorandCyrus Leung
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9eec282cb5
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Guard FlashInfer sampler using the same check as FlashInfer attention backend (#29415)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-28 08:34:48 -08:00 |
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Didier Durand
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66d3d5422c
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[Doc]: fixing typos in diverse files (#29492)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-11-27 07:15:50 -08:00 |
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Nick Hill
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4e57c6587f
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[Core] Support logprobs with spec decode + async scheduling (#29223)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-11-25 12:55:24 -08:00 |
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Nick Hill
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d44a63c6d6
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[BugFix] Fix returned logprobs with spec decode + prefill chunking (#29216)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-11-22 22:41:25 +08:00 |
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Jialin Ouyang
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30b9c67743
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Revert "[Redo] #26368 (#28771)" (#29121)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-20 21:27:45 -08:00 |
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Xiao Li
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ed6ae1e36a
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[AITER] [ROCm] Fix crash when loading llama4 model with old aiter version installed, fallback to forward_native implementation (#29124)
Signed-off-by: Xiao Li <ilx@meta.com>
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2025-11-20 17:54:35 -08:00 |
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vllmellm
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0af3d4f0df
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[FEAT] [AITER] [ROCm] integrate aiter sampling ops (#26084)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-11-18 17:28:34 +00:00 |
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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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Cyrus LeungandJialin Ouyang
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98b4d389ed
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[Redo] #26368 (#28771)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-14 22:47:41 -08:00 |
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Nick Hill
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ac86bff8cb
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Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773)
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2025-11-14 20:24:00 -08:00 |
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Jialin Ouyang
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186352b270
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[Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-14 16:04:04 -08:00 |
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Isotr0py
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3f770f4427
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[Performance] Cache loaded custom logitsprocs to avoid overheads (#28462)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-11 16:49:29 -08:00 |
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Zhang Xiangze
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7bdb42b2f2
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[CPU]Avoid repeated random sample compile (#28260)
Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com>
|
2025-11-07 11:03:57 +00:00 |
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Isotr0py
|
3f5a4b6473
|
[Bugfix] Validate custom logits processor xargs for online serving (#27560)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-05 16:53:33 +00:00 |
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Nick Hill
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c2ed069b32
|
[BugFix] Fix mixed penalties batch with async scheduling (#27910)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-11-01 10:51:24 -07:00 |
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Wentao Ye
|
52efc34ebf
|
[Log] Optimize Startup Log (#26740)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-24 19:27:04 -04:00 |
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Jonathan Chen
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ca76486a16
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[Chore] Separate out vllm.utils.platform_utils.py (#27374)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
|
2025-10-23 19:08:06 +00:00 |
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Giancarlo DelfinandNick Hill
|
6644796bf4
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[V1][spec decode] return logprobs for spec decoding (#26060)
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-10-22 22:59:59 -07:00 |
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Isotr0py
|
6ac5e06f7c
|
[Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
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2025-10-18 09:48:22 -07:00 |
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Pradyun92andPradyun Ramadorai
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acedc74b1a
|
[V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077)
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
|
2025-10-17 13:27:47 -07:00 |
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Jee Jee Li
|
fec2b341ad
|
[Kernel] Lazy import FlashInfer (#26977)
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2025-10-17 04:48:18 +00:00 |
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Akash kaothalkarandAkash Kaothalkar
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f7d318de2b
|
[Hardware][CPU][PowerPC]Disable torch.compile() in toptopk sampling (#26987)
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
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2025-10-15 22:36:59 -07:00 |
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Michael Goin
|
e66d787bce
|
Disable FlashInfer sampler by default (#26859)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-15 02:35:18 +00:00 |
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ihb2032
|
4a61950f4d
|
[Hardware][CPU] Disable torch.compile for RISC-V to prevent APIError (#26693)
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn
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2025-10-13 07:56:01 -07:00 |
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Harry Mellor
|
8fcaaf6a16
|
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
|
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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Harry Mellor
|
e09d1753ec
|
Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-08 10:40:42 -07:00 |
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Harry Mellor
|
2f99f2f506
|
Tidy vllm/config/__init__.py to only add classes and functions (#26405)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-08 07:10:00 -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>
|
2025-10-07 13:02:49 -07:00 |
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Harry Mellor
|
b893d661b1
|
Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-05 20:31:53 +00:00 |
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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>
|
2025-10-05 07:06:22 -07:00 |
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Corey Lowman
|
0879736aab
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[Perf] Remove hardcoded num_warps=1 (#26183)
Signed-off-by: Corey Lowman <clowman1993@gmail.com>
|
2025-10-03 20:38:50 +00:00 |
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Ekagra RanjanandNick Hill
|
e71b8e210d
|
[Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
|
2025-09-25 15:22:03 -07:00 |
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