Commit Graph
100 Commits
Author SHA1 Message Date
Qiaolin Yu 43390f63f5 [qwen 3.8 next] change the testing model in test_qwen4_exp_models.py (#39662) 2026-09-16 12:47:45 -07:00
Qiaolin Yu 2c0a70960c [qwen 3.8 next] reuse old cuda stream instead of endlessly creating streams (#39474) 2026-09-15 01:36:14 -07:00
Qiaolin Yuandehuaa d72e59508b Reland fix(qsa): clamp the compress gather to the rows (#38346) (#39446)
Co-authored-by: ehuaa <ehuamail1@gmail.com>
2026-09-14 14:05:41 -07:00
Qiaolin Yu 6953dae005 [Qwen 3.8 Next] Remove unused tokenwise QSA implementation and tests (#38960) 2026-09-12 01:32:01 -07:00
Qiaolin Yu 559c7fa75b Revert "PD disaggregation, isolated transfer, prefill OOM fixed." (#38572) 2026-09-08 15:57:44 -07:00
+3 52fecfdf09 support qwen 3.8 flash next (#37500)
Co-authored-by: ch-wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: ispobock <26454835+ispobock@users.noreply.github.com>
Co-authored-by: JustinTong0323 <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: samuellees <26428561+samuellees@users.noreply.github.com>
Co-authored-by: YAMY1234 <74099316+YAMY1234@users.noreply.github.com>
Co-authored-by: yhyang201 <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: yizhang2077 <25844240+yizhang2077@users.noreply.github.com>
Co-authored-by: zijiexia <37504505+zijiexia@users.noreply.github.com>
Co-authored-by: Shinto C V <cshintov@gmail.com>
Co-authored-by: Julian Huang <huangzhilin.hzl@antgroup.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
2026-09-08 13:56:21 -07:00
+8 5f216fc33f qwen 3.8 rebase (#35758)
Co-authored-by: cherichy <cherichy@outlook.com>
Co-authored-by: guangyunh-nv <guangyunh@nvidia.com>
Co-authored-by: jiahanc <jiahanc@nvidia.com>
Co-authored-by: jinyangyuan-nvidia <joyuan@nvidia.com>
Co-authored-by: Cheng Hang <chang@nvidia.com>
Co-authored-by: Yicheng Qiang <yqiang@nvidia.com>
Co-authored-by: Sam Li <lsam@nvidia.com>
Co-authored-by: Tom-Zheng <tizheng@nvidia.com>
Co-authored-by: Yangmin Li <yangminl@nvidia.com>
Co-authored-by: xiaoweiw-nv <xiaoweiw@nvidia.com>
Co-authored-by: Zheng Li <lizheng.cs@zju.edu.cn>
Co-authored-by: yizhang2077 <1109276519@qq.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: Zijie Xia <zijie.xia@radixark.ai>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2026-08-28 20:41:34 -07:00
Qiaolin Yu 733c05c887 [spec decoding] support inkling dspark (#31847) 2026-08-10 13:21:35 -07:00
Qiaolin Yu 9303e26f03 [ci] add qwen 3.5 mtp + replayssm + flashinfer gdn test (#33607) 2026-08-04 18:08:42 -07:00
Qiaolin Yu b1754a8f3b [gdn] fused replayssm ring write into flashinfer gdn mtp verify kernel (#33102) 2026-08-02 21:31:22 -07:00
Qiaolin Yu f3fd869494 [gdn] support replayssm with extra buffer (#32692) 2026-07-30 21:34:37 -07:00
Qiaolin YuandZijie Xia 9c0dbf508f [cookbook] add inkling dspark command (#32465)
Co-authored-by: Zijie Xia <zijie.xia@radixark.ai>
2026-07-28 14:33:38 -07:00
Qiaolin Yu b8b9f3c8f5 [misc] update CI_PERMISSIONS.json (#32679) 2026-07-28 14:12:29 -07:00
Qiaolin Yu 4ececf2b1d [chore] Add verbose flag to twine upload command (#32349) 2026-07-24 14:54:07 -07:00
Qiaolin Yu 82fe0f041a Fix stale flashinfer-MLA fallback poisoning spec verify capture (trtllm_mla + tc_piecewise) (#32288) 2026-07-24 13:24:26 -07:00
Qiaolin Yu 15d73f1e03 Fix dynamo recompile limit in allreduce and bf16 gemm (#32239) 2026-07-23 22:24:01 -07:00
Qiaolin Yu a0728ea502 [spec decoding] fix inkling multi layer mtp draft extend cuda graph (#32254) 2026-07-23 14:52:30 -07:00
Qiaolin Yu 378aea1385 Fix nvfp4 online scale with pcg (#32246) 2026-07-23 14:42:37 -07:00
Qiaolin Yu 01a96720c6 [spec decoding] replace torch.multinomial with several native torch op in rejection sampling (#31620) 2026-07-17 16:58:11 -07:00
Qiaolin Yu 632adff9fd refactor logprob processor layer (#20071) 2026-07-17 16:28:10 -07:00
Qiaolin Yu e2d2e8d07e [spec decoding] fix multi_layer_eagle rotate_input_ids kernel registration (#31614) 2026-07-17 15:18:01 -07:00
Qiaolin Yu 801571e949 [spec decoding] support rejection sampling in multi layer eagle (#30303) 2026-07-07 14:50:24 -07:00
Qiaolin Yu e26bceb81e [perf] simplify _apply_cuda_graph_metadata for draft extend in trtllm_mla backend (#29077) 2026-06-24 15:45:26 -07:00
Qiaolin Yu c01ad10d16 [perf] tiny optimize select_index op for draft extend (#29078) 2026-06-24 12:27:13 -07:00
Qiaolin Yu 2411737244 [spec decoding] fully overlap spec decoding for hybrid linear attention backend (#28579) 2026-06-18 13:31:12 -07:00
Qiaolin Yu 753aa89a83 [spec decoding] fix mrope_positions in draft extend (#28464) 2026-06-17 13:25:31 -07:00
Qiaolin Yu 2ad00faae1 [ci] add kimi nvfp4 nightly tests (#28467) 2026-06-16 16:49:51 -07:00
Qiaolin Yuandshuwenn e068355831 [spec decoding] supports step 0 in adaptive spec decoding (updating draft kv cache without draft decoding) (#23994)
Co-authored-by: shuwenn <2508695655@qq.com>
2026-06-15 22:21:26 -07:00
Qiaolin Yu f293ddf3ce [perf] reduce overhead of fill_ids list reconstruction and decref (#27965) 2026-06-14 00:41:11 -07:00
Qiaolin Yu e02f7ca482 [perf] remove several h2d sync (#28076) 2026-06-12 20:30:17 -07:00
Qiaolin Yu 4b0f629082 [perf] reduce radix cache match overhead by changing the match algorithm (#27364) 2026-06-06 15:40:28 -07:00
Qiaolin Yu 8c47b7678a [attn backend] clean legacy init_mha_chunk_metadata in trtllm_mla backend (#27403) 2026-06-05 23:30:21 -07:00
Qiaolin Yu bd47869ba4 [perf] parallelize create_flashmla_kv_indices over page-blocks (#27320) 2026-06-04 22:11:43 -07:00
Qiaolin Yu c55548ba11 [perf] Replicate embed_tokens to drop the post-embed all-reduce (#26970) 2026-06-02 16:48:18 -07:00
Qiaolin Yu 4151a04d1a [Perf][Spec Decoding] Skip cat/topk/sort/gather in draft_forward for topk=1 (#26424) 2026-06-01 15:37:47 -07:00
Qiaolin Yu 3bce192bd2 [misc] update adaptive spec decoding code owners (#26965) 2026-06-01 14:08:09 -07:00
Qiaolin Yu 118465f5b5 [attn backend] Make spec_v2 seq_lens_cpu optional in trtllm_mla backend (#26824) 2026-05-31 20:29:50 -07:00
Qiaolin Yu 3cecc77ccb [perf] Fuse NVFP4 gate_up_gemm + swiglu + output FP4 quant (#26626) 2026-05-29 13:16:24 -07:00
Qiaolin Yu 561e54f803 Update kimi k25 launch command in cookbook (#26511) 2026-05-27 16:04:04 -07:00
Qiaolin Yu dd6f073377 Reland "[perf][spec decoding] Skip full-vocab softmax in EAGLE draft when topk == 1 (#26235)" (#26397) 2026-05-26 14:14:48 -07:00
Qiaolin Yu a77449f86d [perf][spec decoding] Skip full-vocab softmax in EAGLE draft when topk == 1 (#26235) 2026-05-25 02:06:48 -07:00
Qiaolin Yu ec6fcb93cb [perf][spec decoding] Skip common_template in TRTLLMMLAMultiStepDraftBackend init (#26241) 2026-05-24 21:36:16 -07:00
Qiaolin Yu 982f67d9a6 Suppress cutlass-dsl noisy warning (#26169) 2026-05-23 13:19:14 -07:00
Qiaolin Yu cb7b57955d fix tokenspeed_mla attn kernel jit (#26170) 2026-05-23 03:24:33 -07:00
Qiaolin Yu c112f7623a Skip init_mha_chunk_metadata in trtllm_mla when not needed (#26017) 2026-05-22 16:34:16 -07:00
Qiaolin Yu 1a17d753f1 [perf] prepare_prefill_qkv hook + fp8 quantize jit kernel (#25460) 2026-05-20 14:20:49 -07:00
Qiaolin Yu 1f185c6ba8 Support draft extend cuda graph for tokenspeed_mla attention backend (#25489) 2026-05-18 11:26:16 -07:00
Qiaolin Yu f5049709b3 fix(eagle3): drop +1 offset on aux layer ids when first id != 1 (#25454) 2026-05-18 11:25:51 -07:00
Qiaolin Yu 9869ef0849 Revert "[attn backend] avoid initing parent class's workspace buffer" (#25488) 2026-05-16 13:05:42 -07:00
Qiaolin Yu 2f81718773 [attn backend] avoid initing parent class's workspace buffer (#25321) 2026-05-16 03:30:33 -07:00
Qiaolin Yu 7af4320d67 [perf] fix kimi tokenizer to improve ttft (#25265) 2026-05-14 19:11:25 -07:00
Qiaolin Yu 421179c453 [perf] avoid hidden states d2h when return_hidden_states=false (#25155) 2026-05-13 23:47:17 -07:00
Qiaolin Yu 7618ad7075 [attn backend] Integrate tokenspeed_mla prefill/decode kernels (fp8 kv cache, blackwell) (#24925) 2026-05-13 17:36:17 -07:00
Qiaolin Yu cfc41d5b15 Fix kimi k2.5 mla eagle + dp attention (#25033) 2026-05-11 20:58:00 -07:00
Qiaolin Yu a87fb399de [spec decoding] support kimi-k2.5-eagle3-mla (#24826) 2026-05-09 23:57:39 -07:00
Qiaolin Yu a965f886bf [misc] update CI_PERMISSIONS.json (#24468) 2026-05-05 18:37:18 -07:00
Qiaolin Yu 4197c55968 [spec decoding] add tests for chain-style multi layer eagle + return_logprob (#24192) 2026-05-01 01:48:48 -07:00
Qiaolin Yu 583929c0a1 fix the compatibility between --moe-dense-tp-size 1 and piecewise cuda graph (#23972) 2026-04-30 02:12:13 -07:00
Qiaolin Yu 2bbd30a27a relax the threshold in test_step3p5_flash_chain_mtp (#24105) 2026-04-29 16:53:35 -07:00
Qiaolin Yu ea794deefc [misc] fix lint in main branch (#24095) 2026-04-29 15:01:35 -07:00
Qiaolin Yu 79dbfe4505 Use spec v2 by default (#21062) 2026-04-29 13:40:42 -07:00
Qiaolin Yu f57ec8d6ef [spec decoding] add extra attribute 'spec_hidden_size' (#23890) 2026-04-28 19:54:50 -07:00
Qiaolin YuandYuzhen Zhou c560326884 [perf] support return_routed_experts with overlap scheduling (#22911)
Co-authored-by: Yuzhen Zhou <82826991+zyzshishui@users.noreply.github.com>
2026-04-21 14:42:49 -07:00
Qiaolin Yu a87806a65f [misc] refine outdated comments for chain-style multi-layer MTP (#22996) 2026-04-16 14:49:43 -07:00
Qiaolin Yu 12266cf953 [misc] update .github/CODEOWNERS (#22993) 2026-04-16 14:19:41 -07:00
Qiaolin Yu 0b1b07db72 [misc] fix ray folder lint (#22905) 2026-04-15 15:08:18 -07:00
Qiaolin Yu f41c810a2d [misc] update CI_PERMISSIONS.json (#22570) 2026-04-10 18:58:55 -07:00
Qiaolin Yuand0xNullPath d8831355a3 Fix multi_layer_eagle_worker_v2 draft extend selection, add chain style multi layer mtp test (#22340)
Co-authored-by: 0xNullPath <luyan@nvidia.com>
2026-04-10 12:44:52 -07:00
Qiaolin YuandLiangsheng Yin 117508dcd7 Switch eagle_infer_beta to EAGLE3 (#22303)
Co-authored-by: Liangsheng Yin <hnyls2002@users.noreply.github.com>
2026-04-07 18:43:48 -07:00
Qiaolin Yu 0bc4e0ea75 [misc] update CI_PERMISSIONS.json (#22207) 2026-04-06 14:11:49 -07:00
Qiaolin Yu 93f38fe410 tiny fix chain-style multi layer eagle comments (#22206) 2026-04-06 13:49:03 -07:00
Qiaolin Yu f407461ec8 Tiny fix trtllm_fp8_per_tensor_scale_moe_wrapper router_logits dtype (#22006) 2026-04-05 21:11:45 -07:00
Qiaolin Yu ef13031243 Tiny fix step3.5-flash launch crash (#22076) 2026-04-03 22:25:25 -07:00
Qiaolin Yu b684b0b72f Fix spec v2 + logprob when max_num_token is set (#20799) 2026-04-02 01:55:16 -07:00
Qiaolin Yu d8db3077ca Fix draft extend cuda graph when spec_step=1 (#21709) 2026-03-31 18:29:56 -07:00
Qiaolin Yu 5f6250769a Reduce redundant speculative decoding CI tests (#21779) 2026-03-31 17:40:20 -07:00
Qiaolin Yu a27651d5e0 Remove sync when enabling return_logprob (#20972) 2026-03-27 16:36:28 -07:00
Qiaolin Yu 4a41aec844 Fix flaky test_pp_single_node (#21564) 2026-03-27 14:33:46 -07:00
Qiaolin Yu 8c3ccef2d9 Fix Kimi K2.5 dp attention+ spec decoding launch crash (#21391) 2026-03-26 14:40:26 -07:00
Qiaolin Yu 3837588a4c Temporarily disable TestReturnRoutedExperts since it's flaky (#21267) 2026-03-23 21:45:30 -07:00
Qiaolin Yu 3f883ebf2e Fix test_qwen35_models (#21081) 2026-03-21 00:22:38 -07:00
Qiaolin Yu eea9e19c13 fix lint introduced in #20708 (#20886) 2026-03-18 15:38:52 -07:00
Qiaolin Yu c5d2528bff Revert "[AMD][MORI] Fix MTP crash with FP4/FP8 dispatch and add NEXTN dispatch env vars." (#20797) 2026-03-17 17:28:09 -07:00
Qiaolin Yu 71a54c1c42 update CODEOWNERS (#20733) 2026-03-16 19:41:26 -07:00
Qiaolin Yu 7d87a6a071 Fix spec v1 token_ids_logprobs (#20718) 2026-03-16 19:23:28 -07:00
Qiaolin Yu 4659b08fcf update CI_PERMISSIONS.json (#20551) 2026-03-13 14:52:06 -07:00
Qiaolin Yu 9c6f166600 tiny fix the usage of test_logprobs (#20473) 2026-03-12 15:37:45 -07:00
09a118fafe Support return_logprob for spec v2 (overlap safe) (#19801)
Co-authored-by: Ratish1 <ratish1501@gmail.com>
Co-authored-by: Ratish1 <formula733@gmail.com>
Co-authored-by: hnyls2002 <lsyincs@gmail.com>
2026-03-10 15:38:27 -07:00
Qiaolin Yu bd460e9565 add logprob related params in bench_serving (#20218) 2026-03-10 15:04:57 -07:00
Qiaolin Yu a3d88a247b Enable piecewise-cuda-graph when logprob_start_len = -1 (#19453) 2026-03-10 12:50:57 -07:00
Qiaolin Yu 925185f9ec Fix flashinfer backend with pcg (#20061) 2026-03-06 20:01:43 -08:00
Qiaolin Yu 46dced64ea Adjust padding size to improve triton_kernels moe performance (#19174) 2026-03-05 14:50:40 -08:00
Qiaolin Yu d80c884a27 Use single mma warp group for short q_len in FA to optimize decoding performance (#18985) 2026-02-23 17:01:28 +08:00
Qiaolin Yu 42b1019881 Fix bench_one_batch_server by moving the print statements (#19175) 2026-02-22 22:06:25 -08:00
Qiaolin Yu 8cf003c44b Fix spec v2+dp attention in nsa backend (#19134) 2026-02-22 13:46:15 +08:00
Qiaolin Yu 96bae2355e Add generated-shared-prefix dataset in bench_one_batch (#18986) 2026-02-20 13:33:10 -08:00
Qiaolin Yu 90d5e27f79 Enable fa3 PDL by compiling it with corresponding flags (#18756) 2026-02-18 17:12:05 +08:00
Qiaolin Yu 3c601db031 Fix generated-shared-prefix bench_serving (#18769) 2026-02-17 14:00:22 -08:00
Qiaolin Yu 4a1b50bb2d Fix idle batch predict dtype in spec v2 (#18379) 2026-02-10 10:29:13 +08:00
Qiaolin Yu 4f6f5d25c8 Support fa4 decoding (#16034) 2026-01-21 22:54:02 +08:00