Commit Graph
63 Commits
Author SHA1 Message Date
e1f3904799 [kernel] sm_100a CUDA backward for VSA block-sparse attention, 128-token blocks (#1866)
Co-authored-by: Pengcheng Li <pengchengl@ptyche0203.ptyche.clusters.nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-29 16:57:22 -07:00
Junda Su e3b88bb12a [feat] Add a typed environment-variable registry, policy doc, and contract test (#1896) 2026-09-29 12:50:45 -07:00
Yogya Mehrotra 017ce6602d [bugfix] Fix dead NVFP4 QAT plumbing: bench imports, int8 error string, smooth_q crash (#1723) 2026-09-24 17:09:33 -07:00
Yogya Mehrotra a575055eec [perf] benchmark_attn_qat_train: device peak-TFLOPS table instead of silent RTX 5090 default (#1724) 2026-09-24 17:08:03 -07:00
Keith f47ad3f5b7 [bugfix] fastvideo-kernel: install the Python + Triton package when the HIP toolchain cannot be configured (#1871) 2026-09-21 11:59:13 -07:00
lpc0220andClaude Fable 5.1 aef4e9b3b1 [kernel] VSA kernel: one sm_100a / sm_103a image per listed arch; un-gate backward on sm_103a (#1833)
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-12 16:49:36 -07:00
lpc0220 c993d7393e [kernel] sm_100a CUDA backward for VSA block-sparse attention (blk64) (#1819) 2026-09-06 21:00:18 -07:00
SYLAR 7bb76b5ec9 [feat] Add native SM103a VSA support (#1812)
Signed-off-by: lishunyang12 <lishunyang12@163.com>
2026-09-03 15:00:28 -07:00
William Lin 1aed667377 [chore] release fastvideo-kernel 0.3.5 (#1775) 2026-08-27 23:18:59 -07:00
William Lin c1612ff397 [bugfix]: pin fastvideo-kernel to Torch 2.12.0 (#1774) 2026-08-27 23:13:54 -07:00
Raghav K b2062556a9 [perf] VSA Triton: widen the autotune num_stages range (the optimum was outside it) (#1706) 2026-08-26 12:30:56 -07:00
lpc0220 7a4285189f [kernel] Route block-sparse VSA to the sm_100a forward behind FASTVIDEO_VSA_SM100A (opt-in) (#1754) 2026-08-24 15:26:56 -07:00
William Lin f9e3680f11 [perf] Align FastH3 optimized inference profile (#1748) 2026-08-23 02:01:03 -07:00
Shao Duan c041318f2c [perf] Add fused NVLink all-to-all for Ulysses (#1740) 2026-08-22 23:06:24 -07:00
William LinandClaude Fable 5 56d4a6074f [bugfix] fastvideo-kernel: fix Triton block-sparse backward logit scaling (bf16 K pre-scaling) (#1730)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-21 04:50:06 -05:00
lpc0220 907f2100ec [kernel] sm_100a CUDA block-sparse VSA forward (Blackwell), 64- and 128-token blocks (#1719) 2026-08-20 23:16:25 -05:00
00338aa9ca [perf] Add FA4 CuTe backward support for VSA-256 (#1639)
Co-authored-by: Hyunsung Lee <hyunsungl@sizigistudios.com>
Co-authored-by: alexzms <3036648523@qq.com>
2026-08-19 11:46:49 -07:00
William Lin 9028953625 [misc] yapf pass under CI's interpreter (3.12) + pin hook language_version (#1702) 2026-08-08 22:24:17 -07:00
Mac Lee 7a592ff09a [ci]: cache FastVideo kernel builds in Modal (#1562) 2026-07-26 04:21:09 -07:00
9709b7513b [feat] Port NVFP4 QAT/QAD to modular train framework (#1619)
Co-authored-by: Peiyuan Zhang <email>

Co-authored-by: Peiyuan <a>
2026-07-18 15:01:09 -07:00
William Lin 98be9b3da2 [bugfix]: address the three remaining #1447 review findings (#1549) 2026-07-05 06:43:27 -07:00
William Lin 40a8bd2d3b [bugfix]: skip ThunderKittens kernels on aarch64 and document the kernel build matrix (#1548) 2026-07-05 06:13:11 -07:00
William Lin 0d626ef2d1 [kernel] Bump fastvideo-kernel pin to 0.3.1 and version the FA4 tile_mn port as 0.3.2 (#1539) 2026-07-03 14:11:08 -07:00
William Lin b36d0ef085 [infra] Add DGX Spark and multi-architecture CUDA support (#1447) 2026-07-03 13:41:43 -07:00
William Lin 31e26abec4 [chore] release fastvideo-kernel 0.3.1 (#1520) 2026-06-30 12:25:27 -07:00
sumyyyyyandSolitaryThinker 9e83ba630c [kernel] Extract VSA utility functions into fastvideo_kernel (#1408)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-06-30 12:19:25 -07:00
William Lin 3d36160fc4 [bugfix] -fsigned-char so ThunderKittens compiles on aarch64 (Grace Hopper) (#1515) 2026-06-29 14:05:38 -07:00
William Lin 2656d6530c [bugfix] compile FP4 (attn_qat_infer) kernels for sm_120a only via per-arch split (#1508) 2026-06-29 11:07:27 -07:00
Kevin Lin e3f54e7169 [bugfix] Fix causal attention mask for Blackwell FP4 MMA column layout (#1506) 2026-06-28 20:36:40 -07:00
William Lin 4ba5681307 [bugfix] guard ThunderKittens Hopper kernels for non-sm_90a device passes (#1507) 2026-06-28 20:07:43 -07:00
Kevin Lin 719a1879bd [bugfix] Remove incorrect V-row permutation in scaled_fp4_quant_trans_kernel (#1493) 2026-06-25 03:05:12 -07:00
xsankandmergify[bot] 31b719ae49 [perf] optimize compress & topk kernel (#1421)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-23 18:51:22 +00:00
William Lin b1d89eba1f [chore] release fastvideo-kernel 0.3.0 (#1478) 2026-06-23 10:02:27 -07:00
b2ade71467 [Bugfix] QAD 5090: Torch.compile and other optimizations (15/12) (#1466)
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-06-23 01:23:57 -07:00
sumyyyyy 87f98c9b8b [kernel] Add varlen support for block-sparse attention (#1319) 2026-06-18 01:06:00 +00:00
eed9c4bfbf [kernel] QAD 5090: Add Attn-QAT training Triton kernels (11/12) (#1460)
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: Loay Rashid <42599591+loaydatrain@users.noreply.github.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
2026-06-17 13:35:12 -07:00
88e753f281 [feat] QAD 5090: Wire the Attn-QAT inference attention backend (8/12) (#1457)
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: Loay Rashid <42599591+loaydatrain@users.noreply.github.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: alexzms <26690162+alexzms@users.noreply.github.com>
2026-06-16 13:12:33 -07:00
77832059cc [kernel] QAD 5090: Add modified SageAttention3 FP4 inference kernels (7/12) (#1455)
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: Loay Rashid <42599591+loaydatrain@users.noreply.github.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2026-06-16 12:02:30 -07:00
William Lin 1c627a3f98 [bugfix]: build fastvideo-kernel on GPU-less Docker runners (#1437) 2026-06-06 17:52:45 -07:00
alexzms be548a78ea [feat] VSA-256 fastpath on Blackwell via FA4 CuTe block-sparse attention (#1354) 2026-05-26 12:58:29 -07:00
William Lin 140bd1a6cf [misc]: standardize install instructions on uv pip install (#1279) 2026-05-02 12:45:50 -07:00
Mook 7b872cc41e [Perf] Skip bool-mask round-trip in block-sparse VSA attention (#1243) 2026-04-26 15:14:37 -07:00
William Lin 24ced500f5 [test] add LTX-2 distilled T2V SSIM regression test (#1240) 2026-04-21 12:03:38 -07:00
William Lin 88a5a933ab [feat] [3/n] Improve API: extend support to cli (#1226) 2026-04-14 15:20:47 -07:00
Jinzhe PanandDarren Sadr 4713fc17ed [feat] Job Runner UI (#1189)
Co-authored-by: Darren Sadr <darrensadr@gmail.com>
2026-04-02 16:07:24 -07:00
Jinzhe Pan c0c8e39c04 Revert "[feat] Job Runner UI" (#1188) 2026-03-29 16:46:27 +08:00
Darren f72618dafb [feat] Job Runner UI (#1172) 2026-03-29 16:17:56 +08:00
1a383f3f66 [refactor] train v1 clean up
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: Peiyuan Zhang <a1286225768@slurm-h200-204-215.slurm-compute.tenant-slurm.svc.cluster.local>
2026-03-09 18:58:56 -07:00
Junda (David) Su e315657066 [docs] [kernel] Migrate to uv (#1127) 2026-02-25 14:13:50 -08:00
alexzms d925ad05f3 [bugfix] fastvideo-kernel: fix VSA Triton padding NaNs and support q/kv length mismatch (#1094) 2026-02-13 12:39:49 -08:00