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528 Commits
Author SHA1 Message Date
alexzmsWilliam LinLoay RashidKaiqin Kongmergify[bot]
 		e60601df7f [feat] QAD 5090: QAT training recipe — finetune + DMD distillation (12/12) (#1462) 
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: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-17 15:18:52 -07:00
alexzmsWilliam LinLoay RashidKaiqin KongSolitaryThinkeralexzmsmergify[bot]
 		1dee77f4a4 [feat] QAD 5090: Wire the Attn-QAT training attention backend (10/12) (#1459) 
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>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-17 13:32:56 -07:00
Satyam Srivastava b80148819c [ci] Add performance dashboard visualisation scripts (#1469) 2026-06-16 23:29:29 -07:00
alexzmsWilliam LinLoay RashidKaiqin KongSolitaryThinkeralexzms
 		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
alexzmsandmergify[bot] 633d393568 [ci] layer-0 grad-norm regression for per-method training tests (5a-ii) (#1396) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-12 04:45:07 +00:00
Junda SuandPeiyuan Zhang 5854aec2ce [feat] Add Wan RL DiffusionNFT training (#1450) 
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com>
 2026-06-11 21:18:59 -07:00
Aryan KumarandAryan Kumar 7f539424cb [feat]: add Lucy Edit inference scaffold (#1363) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-06-09 15:21:43 -07:00
Aryan KumarAryan Kumarmergify[bot]
 		19a838f54f [bugfix]: release VSA tile cache during training (#1434) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-09 15:01:22 -07:00
William LinGnav3852Mac Lee
 		d922ab2cbc [model] Flux2 Klein Port (#1349) 
Co-authored-by: Gnav3852 <63612880+Gnav3852@users.noreply.github.com>
Co-authored-by: Mac Lee <macthecadillac@gmail.com>
 2026-06-09 14:55:55 -07:00
Kaiqin Kongandmergify[bot] 9ea77d37f3 [bugfix] EMA shadow on resume and EMA under MoE path (#1441) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-09 00:55:43 +00:00
William LinPeiyuan ZhangMatthew Noto
 		2e35b0c6bd [refactor]: linear/mlp FP4 path additions for Wan-2.1 (Attn-QAT 6/12) (#1390) 
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com>
Co-authored-by: Matthew Noto <notomatthew31@gmail.com>
 2026-06-08 14:51:57 -07:00
Kaiqin Kong a931efe33a [bugfix] EMA in distillation pipeline (#1440) 2026-06-06 17:38:03 -07:00
Kaiqin Kongandmergify[bot] efcc245c2e [feat] VLM as judge for WM (#1429) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-05 04:25:54 +00:00
William Lin c62a8514b0 [chore]: release v0.2.0 (#1432) 2026-06-04 14:22:49 -07:00
Raghav K 3505d09564 [bugfix] tests: include ltx2_3_base in expected LTX2 preset set (#1427) (#1428) 2026-06-04 12:17:18 -07:00
Shao DuanandSolitaryThinker 570607945c [feat] dreamverse: sequence parallelism for serving (#1424) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-06-01 23:13:49 -07:00
Kaiqin KongandSolitaryThinker d3a821cdcf [feat] LoRA controls and integration for Dreamverse (#1420) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-06-01 18:54:11 -07:00
Kaiqin Kong 3f24578139 [bugfix] LTX2: honor video_position_offset_sec in the DiT (#1422) 2026-06-01 16:59:15 -07:00
Kevin Lin 89fcf08378 [bugfix] Fix STFT dtype mismatch (#1419) 2026-05-31 20:56:07 -07:00
Kevin LinSolitaryThinkermergify[bot]
 		c2930b2aa1 [ci] Add additional Dreamverse UI tests (#1417) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-31 19:53:29 -07:00
KUAN-HAO HUANGandSolitaryThinker 019239690b [perf] Add Adaptive Guidance (CFG gating) for stale-uncond reuse (#1372) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-30 13:58:55 -07:00
alexzms 84214c80bb [feat] LTX-2.3 audio: BWE vocoder path (#1398) 2026-05-29 16:43:26 -07:00
alexzmsandmergify[bot] c2d7143c72 [feat] LTX-2.3 transformer support (config-gated extension of LTX-2) (#1397) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-29 16:42:37 -07:00
Kaiqin KongandSolitaryThinker afdb6fbfa5 [feat] Add MatrixGame3.0 (#1201) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-27 21:07:01 +00:00
Junda Su 2c137931f3 [bugfix] Fix Dreamverse Modal compile warmup latency (#1394) 2026-05-26 17:58:38 -07:00
Shao Duan 36682797a0 [feat] eval: input ergonomics + Evaluator features + bug fixes (#1392) 2026-05-26 13:59:45 -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
alexzms 6a610e2bc9 [ci] add per-method single-step training tests for fastvideo.train (#1343) 2026-05-25 17:09:54 -07:00
Shao Duanandabaghyangor 321d5112b4 [refactor] eval: consolidate FVD into common.fvd, remove benchmarks/fvd (#1380) 
Co-authored-by: abaghyangor <abaghyangor@gmail.com>
 2026-05-24 12:09:47 -07:00
William Lin ba75ad82db [refactor]: shared attention infra additions for QAT-compat (Attn-QAT 5/12) (#1383) 2026-05-23 16:19:24 -07:00
Junda Su 58caa5109f [ci] Add DreamVerse app CI tests (#1386) 2026-05-23 14:28:26 -07:00
Raghav KClaude Opus 4.7SolitaryThinker
 		2f3ca8aaad [perf]: register FA2/FA3 default flash_attn_func as a torch.library custom op (#1373) 
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-23 00:39:06 -07:00
William Linjzhang38RandNMR73
 		fda02036bc [feat]: Attn-QAT inference + training backends (deadcode) (Attn-QAT 4/12) (#1358) 
Co-authored-by: jzhang38 <42993249+jzhang38@users.noreply.github.com>
Co-authored-by: RandNMR73 <99706358+RandNMR73@users.noreply.github.com>
 2026-05-22 02:59:25 -07:00
Satyam SrivastavaandSolitaryThinker 2dd5760291 [docs] Document performance benchmark workflow (#1376) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-21 20:25:58 -07:00
Wenxuan TanandSolitaryThinker af2ee9c78a [feat] Optimize distributed weight loading in multi-node training (#572) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-21 16:59:48 +00:00
Satyam SrivastavaandSatyam Srivastava 1c80371b27 [ci] Component time performance + reseed hf baseline skill (#1292) 
Co-authored-by: Satyam Srivastava <satyam53@Satyams-MacBook-Air.local>
 2026-05-20 13:51:11 -07:00
Wenxuan TanClaude Opus 4.6gemini-code-assist[bot]mergify[bot]SolitaryThinker
 		e8597b7448 [Bugfix] FP4 FA4 installation fix (#1367) 
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-19 22:45:24 -07:00
Raghav Kandmergify[bot] e2252c0a5e [perf] Mark LayerwiseOffloadHook entry points torch.compiler.disable (remove per-layer graph break) (#1365) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-20 03:09:23 +00:00
Mingjia Huo 63030cf6ec [fix] Fix causal self-forcing attention settings (#1355) 2026-05-17 22:59:47 -07:00
Kaiqin Kongandmergify[bot] 773d44b875 [misc] Rename MatrixGame to MatrixGame2 (#1357) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-17 22:57:03 -07:00
Zhili Yangalexzmsmergify[bot]
 		1df513922f [feat] Add minimal LoRA finetuning support to the YAML training stack (#1242) 
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-17 14:49:13 -07:00
Shao Duanandklhhhhh 6b2c731596 [feat] eval: add audio metrics (#1352) 
Co-authored-by: klhhhhh <1412841649@qq.com>
 2026-05-16 14:47:37 -07:00
William Lin e6022c20b2 [misc]: demote ROCm-unavailable startup message to DEBUG (#1360) 2026-05-15 22:12:16 -07:00
William Linjzhang38RandNMR73
 		460f6e398e [feat]: Add NVFP4QAT linear layer (Attn-QAT 3/12) (#1350) 
Co-authored-by: jzhang38 <42993249+jzhang38@users.noreply.github.com>
Co-authored-by: RandNMR73 <99706358+RandNMR73@users.noreply.github.com>
 2026-05-15 18:42:02 -07:00
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		d2ffec5cce [perf] Dreamverse 14/14: Add LTX2 profile speedups (#1337) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com>
Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com>
 2026-05-15 18:10:47 -07:00
alexzmsandmergify[bot] cb12e88713 [perf] shallow-copy VSA attn_metadata in train model plugins (#1342) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-15 16:10:12 -07:00
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		0958c344b8 [feat] Dreamverse 13/14: Activate LTX2 integration (#1336) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com>
Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com>
 2026-05-15 15:35:05 -07:00
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		b4de5a9f1b [feat] Dreamverse 12/14: Add LTX2 refine and upsampler support (#1335) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com>
Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com>
 2026-05-15 12:21:40 -07:00
William Linjzhang38RandNMR73
 		8acd8e21f9 [feat]: Add NVFP4QAT quantization config (Attn-QAT 2/12) (#1348) 
Co-authored-by: jzhang38 <42993249+jzhang38@users.noreply.github.com>
Co-authored-by: RandNMR73 <99706358+RandNMR73@users.noreply.github.com>
 2026-05-14 16:53:48 -07:00
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		d45d82334f [infra] Dreamverse 11/14: Add NVFP4 quantization support (#1334) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com>
Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com>
 2026-05-14 16:26:39 -07:00