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126 Commits
Author SHA1 Message Date
+13
Jiangyun ZhuIsotr0pyThien TranBugen ZhaoYongye ZhuZiming HuangRoger WangIsotr0pyaoshen02Woosuk KwonJee Jee Liaoshen02Summer YangKevin H. LuuBowen WanggnovackNick HillYifan QiaoxiaozhoupyRoy WangJeff MaCodexWei Zhao
 		aeeb36b1f1 [New model] Kimi K3 (#50000) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-07-30 03:49:58 -07:00
Jared Wenmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Cyrus Leung
 		32e657e689 [BugFix] eagle draft max position embeddings (#49343) 
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-07-29 01:24:47 -07:00
Andreas Karatzas 5f89a03dcb [CI] Explicitly tear down speculative decode runners (#49910) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-07-27 05:32:46 +00:00
Michael GoinandNick Hill ac36a7a1e7 [MRV2][Spec Decode] Avoid rejection sampler OOM by chunking (#48630) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-07-23 18:13:13 +08:00
Michael GoinandCodex a7d00ec051 [Bugfix] DFlash fc sized wrong when num_target_layers != num_hidden_layers (#48524) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
 2026-07-21 14:42:52 -07:00
Oxana KorzhCursorokorzh-amdMatthew Bonanni
 		4ec199b66a [Bugfix][Spec-Decode] Populate draft seq_lens_cpu_upper_bound for spec-decode attention metadata (#44492) 
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Signed-off-by: okorzh-amd <okorzh-amd@users.noreply.github.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: okorzh-amd <okorzh-amd@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-07-20 20:50:58 +00:00
Michael GoinandClaude Fable 5 ecf4aa5ce2 [Bugfix] Fix FlashInfer non-causal draft attention (DFlash/DSpark) on Blackwell (#48167) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 12:44:01 -07:00
Tyler Michael Smithmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Claude Opus 4.6
 		93e2ab7111 Disable dynamic speculative decoding when DP is enabled (#45963) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-07-07 12:52:41 +00:00
yue.yuandBenjamin Chislett e7c9df9449 [Bugfix][Structured Output][Spec Decode] Constrain bitmask and trim grammar advance at the reasoning boundary (#44297) 
Signed-off-by: Allen.Yu <yuyue0225sc@163.com>
Signed-off-by: yue.yu <yuyue0225sc@163.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2026-07-04 09:08:45 +00:00
Ekagra RanjanBenjamin ChislettNick Hill
 		07516fda67 [MRV2][SD] Make Dynamic SD comatible with Full Cuda Graphs (#45953) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-07-03 23:58:27 -04:00
WonderfulWan_DFBenjamin ChislettBenjamin Chislett
 		3af8789559 [Feature] Universal speculative decoding for heterogeneous vocabularies (TLI) (#38174) 
Signed-off-by: wan-danfeng <wandanfeng0802@gmail.com>
Signed-off-by: Wonderful <wandanfeng0802@gmail.com>
Co-authored-by: Wan_DF <wonderful199082@126.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-07-02 01:34:20 -07:00
Giancarlo Delfin db808b3961 [Model Runner V2][Spec Decode] Implement block verification for rejection sampling (#46781) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-06-30 08:07:24 -07:00
Benjamin Chislett 4c5bc41ba6 [Bugfix][Spec Decode] Fix probabilistic sampling for parallel drafting (#45956) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-06-24 05:36:23 +00:00
Nick Hill 7ee4d22009 [Spec Decode] Reject placeholder (-1) draft tokens in rejection sampler (#46533) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-06-24 03:32:32 +00:00
Gabriel WuClaude Opus 4.8Yongye Zhu
 		44d95069e9 Enable DeepSeek V4 and GLM-5.1 on SM120 (#43477) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-06-22 11:54:14 -07:00
Benjamin Chislett 89bd2c14d3 [Spec Decode] Add Qwen3 architecture support for EAGLE3 (#43132) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-06-21 13:55:26 -07:00
stefankoncarevic e2352c2974 [ROCm][Spec Decode] Fix probabilistic draft probs test attention backend (#45706) 
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
 2026-06-18 11:59:37 -05:00
Ekagra Ranjangemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Harry MellorBenjamin Chislett
 		4ef4492e9b [V1][Spec Decode] Add Dynamic SD (#32374) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@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: Benjamin Chislett <chislett.ben@gmail.com>
 2026-06-14 00:14:27 -07:00
Fynn Schmitt-Ulmsandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> ebc6ef971a Hidden states extraction improvements (#43805) 
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-11 09:44:45 -04:00
Tianyu ZhangNick HillOpenAI Codex
 		7fe7800fa4 [BUG] Fix FP64 Gumbel precision coverage (#43150) 
Signed-off-by: tianyu-z <zhangtianyupro@gmail.com>
Signed-off-by: Tianyu Zhang <53099276+tianyu-z@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-06-05 19:04:14 +08:00
Shreyas Kulkarni 0eeba5eec1 Fix DFlash prefix cache corruption due to missing lookahead block (#42971) 
Signed-off-by: Shreyas Kulkarni <shreyas.gp269@gmail.com>
 2026-06-02 12:06:33 +00:00
Andreas KaratzasandMicah Williamson fd9e91d7e4 [ROCm][CI] Fix and stabilize EAGLE3 acceptance tests (#41294) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2026-06-01 12:40:01 -05:00
Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 4e2eba28be [Perf] Optimize hidden state extraction logic (#37374) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-22 18:23:08 -04:00
Siddharth Bedekar f51f6844f9 [Bugfix][Spec Decode] Wire draft_probs into probabilistic draft_model rejection (#40269) 2026-05-13 21:04:03 -04:00
Giancarlo Delfin fe5b4e0fe7 [Model Runner V2] Apply synthetic mode to probabilistic rejection sampler (#41035) 2026-05-12 13:37:03 -07:00
shanjiaz 6ccb10d794 Added peagle speculators support (#41826) 
Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
 2026-05-12 07:55:57 -07:00
Lucas Wilkinson b1728c1e66 [Attention][Cleanup] Remove tree attention (#42121) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-05-08 18:36:19 -07:00
Lanze Liu 79246b5ea6 [Spec Decode] Fix max_model_len logging in speculative config for draft model (#41571) 
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
 2026-05-05 21:56:06 +00:00
wang.yuqi a8208e6a81 [Examples] Resettle features examples. (#40995) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-28 00:33:41 -07:00
Andreas Karatzas 428b988c98 [ROCm][CI] Fix trust_remote_code AttributeError in EAGLE3 acceptance length test (#40306) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-04-25 02:59:31 +00:00
Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 626daa2076 [Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-24 00:48:08 +00:00
Nick Hill fe85a92e86 [Core] Avoid seq_lens_cpu GPU->CPU sync (#40654) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-04-24 00:35:55 +00:00
Matthew Bonanni cde8d24710 [Spec Decode] Move SpecDecodeBaseProposer out of eagle.py (#40732) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-04-23 22:28:27 +00:00
zhanqiuhu 0b790a2501 [Speculative Decoding] Add DFlash speculators config parsing (#38300) 
Signed-off-by: Zhanqiu Hu <zhu@redhat.com>
 2026-04-15 16:22:15 -04:00
Yan MaandKunshang Ji 0f3ce4c74b [XPU] Fix spec-decode UTs under tests/v1/spec_decode (#38491) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-04-11 01:31:00 +00:00
Yan Ma ec68d53b2b Add platform manual_seed_all API (#38468) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-04-10 13:43:50 +08:00
Giancarlo Delfin 5daf62271d [Model Runner V2] Fuse probabilistic rejection sample kernels (#38496) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-04-07 17:37:37 -07:00
Aaron Batilo 9a528260ef [Bugfix][Spec Decode] Fix extract_hidden_states for VLM models (#38987) 
Signed-off-by: Aaron Batilo <abatilo@coreweave.com>
 2026-04-05 02:41:54 -07:00
wliao2 32e0c0bfa2 refactor hard coded device string in test files under tests/v1 and tests/lora (#37566) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
 2026-04-03 11:21:47 +08:00
Matthew BonanniandSandishKumarHN 757068dc65 [Bugfix][Async] Fix async spec decoding with hybrid models (#38556) 
Signed-off-by: SandishKumarHN <sandishkumarhn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: SandishKumarHN <sandishkumarhn@gmail.com>
 2026-03-31 11:08:54 -04:00
Benjamin Chislett 494636b29d [Feat][Spec Decode] DFlash (#36847) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-30 15:03:15 -04:00
Giancarlo Delfin c32e97602d [Model Runner V2] Enable forcing a specific acceptance rate during rejection sampling (#38045) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-26 13:38:12 -07:00
Matthew BonannizhuhaoranzhrrrLucas WilkinsonBenjamin Chislett
 		fafe76b4af [Async][Spec Decoding] Zero-bubble async scheduling + spec decoding (#32951) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: zhrrr <43847754+izhuhaoran@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2026-03-23 15:37:22 -04:00
Fynn Schmitt-Ulms 04bf5a35fa [Spec Decode] Update extract_hidden_states to use deferred kv_connector clear (#37013) 2026-03-16 14:53:45 +01:00
Kunshang Ji 53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
Sladyn 4aaaf8c8ce feat(spec_decode): fuse EAGLE step slot mapping and metadata updates (#33503) 
Signed-off-by: sladynnunes <snunes@usc.edu>
 2026-03-11 04:35:33 +00:00
Matthew Bonanni 77a73458e3 Reapply [Attention] Refactor check_and_update_config (#35122) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 07:17:14 -07:00
Benjamin Chislett 57c629e9c1 [Bugfix] Fix block_size for hybrid model MTP (#36036) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-05 06:10:54 +00:00
Lucas WilkinsonandMatthew Bonanni 28ef9ba399 [BugFix] Add support for MTP num_speculative_tokens > 1 with sparse MLA (#34552) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-03 07:21:57 -08:00
Fynn Schmitt-Ulms 9433acb8df [Spec Decode] Add hidden states extraction system (#33736) 
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
 2026-03-02 14:29:09 -05:00