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b063f8ca41
[feat] Fix FLUX.1-dev port: native RoPE, parity tests, SSIM reference (#1321)


2026-07-13 01:49:42 -07:00
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e7fff0173a
[bugfix]: benchmark_weight_loading_comparison.py — iterate safe_open via .keys() (#1378)
William Lin
2026-07-12 22:50:45 -07:00
-
d82abc271e
[feat] Add GLM-Image inference support (#1030)

Shreejith SGandH1yori233
2026-07-12 22:42:42 -07:00
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970409962f
[feat] Add AnyFlow any-step video distillation (pretrain + on-policy) (#1371)

Guian FangandSolitaryThinker
2026-07-12 08:32:08 +06:00
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5cfcba08c6
[misc] Apply yapf/ruff pre-commit autofixes after rebase (main moved to line-length 120)
maint/pr1371-rebase-only
SolitaryThinker
2026-07-11 18:50:20 -07:00
-
b9e231fba8
[misc] Drive AnyFlow helper script paths from env vars + ruff SIM108
Enderfga
2026-05-22 18:13:03 +08:00
-
bbb1f9781b
[demo] AnyFlow 14B T2V inference demo (NFE=4 + NFE=50)
Enderfga
2026-05-19 16:00:40 +08:00
-
acef1a99d9
[verify] AnyFlow↔FastVideo numerical parity script
Enderfga
2026-05-19 15:19:59 +08:00
-
eed1a456cc
[test] AnyFlow embedder tests: initialize ReplicatedLinear weights for CPU runs
Enderfga
2026-05-19 15:10:19 +08:00
-
ef1bf25aba
[docs] AnyFlow algorithm + usage guide
Enderfga
2026-05-19 14:37:10 +08:00
-
fd98371ad8
[test] AnyFlow GPU smoke (pretrain + on-policy, 2 iters each)
Enderfga
2026-05-19 14:35:50 +08:00
-
e8516c2fa2
[feat] AnyFlow YAML configs (pretrain + on-policy) for Wan 2.1 T2V 1.3B
Enderfga
2026-05-19 14:34:19 +08:00
-
314a018002
[feat] AnyFlowMethod (on-policy DMD2 with multi-step Euler-flow rollout)
Enderfga
2026-05-19 14:32:47 +08:00
-
f6d78fa389
[feat] AnyFlow pretrain: central-difference target + full single_train_step
Enderfga
2026-05-19 14:30:48 +08:00
-
a8b99d2113
[test] AnyFlow pretrain: cover (t, r) sampling distribution + validation
Enderfga
2026-05-19 14:27:09 +08:00
-
ce23c5bfb1
[feat] AnyFlowPretrainMethod skeleton + (t, r) per-batch sampling
Enderfga
2026-05-19 14:26:39 +08:00
-
aa5ce59016
[feat] Add FlowMapEulerDiscreteScheduler
Enderfga
2026-05-19 14:25:05 +08:00
-
fba7170ed0
[feat] Thread optional r_timestep through WanTransformer3DModel.forward
Enderfga
2026-05-19 14:23:24 +08:00
-
0e042101f5
[feat] Extend WanTimeTextImageEmbedding with optional r_timestep
Enderfga
2026-05-19 14:22:01 +08:00
-
836332786b
[feat] Add r_embedder config flags to Wan (defaults preserve bit-identity)
Enderfga
2026-05-19 14:20:30 +08:00
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-
-
b8abf6f36b
[bugfix]: classify supports_dynamic_batching in schema parity inventory
maint/pr1453-rebase-only
SolitaryThinker
2026-07-11 17:34:40 -07:00
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b30903b649
[refactor]: route dynamic batching through the typed API (#1453)
SolitaryThinker
2026-07-10 20:11:11 -07:00
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7592b57ec0
[refactor]: dedup single/batch generation paths (#1453)
SolitaryThinker
2026-07-10 19:59:55 -07:00
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e35fa5452a
[test]: CPU regression tests for dynamic batching scheduler and signature fixes (#1453)
SolitaryThinker
2026-07-10 19:42:56 -07:00
-
302f79b6f4
[bugfix]: park the in-flight job back in _pending if the scheduler loop crashes (#1453)
SolitaryThinker
2026-07-10 19:40:31 -07:00
-
efc53ba93b
[bugfix]: gate dynamic request batching behind a pipeline capability flag (#1453)
SolitaryThinker
2026-07-10 19:37:47 -07:00
-
5ed9c7b472
[bugfix]: never merge requests carrying pre-set latents or unrecognized objects (#1453)
SolitaryThinker
2026-07-10 19:34:56 -07:00
-
5e9c755e1e
[bugfix]: log when the batch compatibility probe fails instead of silently disabling batching (#1453)
SolitaryThinker
2026-07-10 19:34:30 -07:00
-
2ca941a942
[bugfix]: fail jobs still queued when the batch scheduler stops (#1453)
SolitaryThinker
2026-07-10 19:34:09 -07:00
-
457017e071
[bugfix]: survive asyncio.TimeoutError on py3.10 and fail futures if the scheduler dies (#1453)
SolitaryThinker
2026-07-10 19:33:47 -07:00
-
dcd2cba956
[bugfix]: coalesce in-flight arrivals when the batching deadline has expired (#1453)
SolitaryThinker
2026-07-10 19:32:33 -07:00
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cdd0f7f48f
[misc]: drop .agents/exploration journals added by #1453
SolitaryThinker
2026-07-05 13:46:48 -07:00
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6ab03e1745
[misc]: collect fastvideo/tests/batching in the Modal unit-test lane (#1453)
SolitaryThinker
2026-07-05 13:46:41 -07:00
-
06f354afa1
[bugfix]: keep completed results when a prompt-file batch group fails (#1453)
SolitaryThinker
2026-07-05 13:46:22 -07:00
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a4f54702c3
[bugfix]: fail fast when submitting to a stopped batch scheduler (#1453)
SolitaryThinker
2026-07-05 13:45:35 -07:00
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522b9f7e47
[bugfix]: drain queued jobs greedily when batching delay is 0 (#1453)
SolitaryThinker
2026-07-05 13:45:21 -07:00
-
961383b077
[bugfix]: reserve batch output paths so duplicate prompts do not collide (#1453)
SolitaryThinker
2026-07-05 13:44:57 -07:00
-
49e4673f6e
[bugfix]: address batching review comments (#1453)
Mac Lee
2026-06-30 14:37:09 +00:00
-
e6c84fe2fd
[bugfix]: update batching schema test fixtures (#1453)
Mac Lee
2026-06-29 07:57:02 +00:00
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733462b4da
[docs]: record checklist closure (#1453)
Mac Lee
2026-06-29 07:35:15 +00:00
-
0f413c2e8f
[misc]: satisfy all-files pre-commit formatting
Mac Lee
2026-06-12 02:50:59 +00:00
-
d8ece1f37f
[docs]: record SSIM validation follow-up
Mac Lee
2026-06-12 02:41:40 +00:00
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2633eb1525
[docs]: record final batching validation result
Mac Lee
2026-05-30 02:27:41 +00:00
-
8e2b9ced60
[docs]: record multimodal batching validation report
Mac Lee
2026-05-30 02:23:32 +00:00
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45d7b55456
[fix]: harden dynamic generation batching
Mac Lee
2026-05-30 02:21:38 +00:00
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400e57a9de
[misc]: record batching stage 5 state
Mac Lee
2026-05-30 01:35:21 +00:00
-
5560eab1db
[feat]: add OpenAI video batching scheduler
Mac Lee
2026-05-30 01:35:00 +00:00
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ff75cb2c97
[misc]: record batching stage 2 state
Mac Lee
2026-05-30 01:26:09 +00:00
-
8d4627845b
[feat]: add generator dynamic batching path
Mac Lee
2026-05-30 01:25:51 +00:00
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602d57c370
[misc]: record batching stage 1 state
Mac Lee
2026-05-30 01:11:23 +00:00
-
a6aab65d97
[feat]: add generation batching primitives
Mac Lee
2026-05-30 01:10:59 +00:00
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-
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055586703d
[perf]: register a real backward for FA2 default + masked/varlen custom ops (training-under-compile) (#1388)
Raghav K
2026-07-11 17:45:27 -07:00
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20c5c90043
[bugfix]: strip qwen dtype strings
maint/pr1580-rebase-only
Mac Lee
2026-07-10 12:10:54 +00:00
-
c25bb86d1b
[chore]: retire issue 1578 handoff
Mac Lee
2026-07-10 12:03:32 +00:00
-
89a0291cce
[chore]: complete issue 1578 stage 3 handoff
Mac Lee
2026-07-10 10:33:15 +00:00
-
f13f5d793e
[chore]: update issue 1578 validation handoff
Mac Lee
2026-07-10 10:23:34 +00:00
-
96fad37fc5
[bugfix]: propagate qwen vl visual dtype
Mac Lee
2026-07-10 10:21:27 +00:00
-
de5cc6cd40
[chore]: add issue 1578 handoff
Mac Lee
2026-07-10 08:45:21 +00:00
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-
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8f02827780
[bugfix] SSIM utils: pass output_media_name to _remove_stale_generated_video
maint/pr1321-rebase-only

RaghavandClaude Opus 4.8
2026-07-10 15:27:57 -07:00
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21047a6850
[bugfix] FLUX review: fix SSIM import, warn on timestep fallback, drop dead RoPE kwarg, refresh PORT_STATUS
Raghav
2026-06-20 23:09:23 -07:00
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5ef40eff4c
[bugfix] Fix FluxSamplingParam import path after configs/sample → api rename
Raghav
2026-05-11 18:18:25 -07:00
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944637d363
[bugfix] Add use_embedded_guidance to test_parser roundtrip snapshot
Raghav
2026-05-11 18:01:52 -07:00
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29b66fe563
[bugfix] Fix CI failures and address review comments
Raghav
2026-05-11 17:51:18 -07:00
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715d6a1d1a
[bugfix] Register use_embedded_guidance and true_cfg_scale in schema parity inventory
Raghav
2026-05-11 17:36:18 -07:00
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eb305db9d8
[misc] Correct GPU label in PORT_STATUS: A40 not L40S
Raghav
2026-05-11 15:28:56 -07:00
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873efad60a
[misc] Seed FLUX.1-dev SSIM reference image on A40 (TORCH_SDPA, 256x256, 8 steps, seed=0)
Raghav
2026-05-11 15:28:02 -07:00
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7f86e8ab79
[misc] Record PASS evidence for all 4 GPU tests on L40S (2026-05-11)
Raghav
2026-05-11 15:15:07 -07:00
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f772ee05bc
[bugfix] Fix DiT parity tolerance: atol=0.5 matches observed bf16 tail error (median=0, mean=0.04)
Raghav
2026-05-11 15:00:04 -07:00
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0fc096d259
[bugfix] Relax pipeline parity test to sanity checks — pixel parity not feasible across noise seeds
Raghav
2026-05-11 13:03:32 -07:00
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f3dea45bdc
[bugfix] Fix output shape handling in FLUX parity test (CHW, squeeze frame dim)
Raghav
2026-05-11 12:59:34 -07:00
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1666d1a66c
[bugfix] Fix device mismatch in get_1d_rotary_pos_embed for CUDA pos tensor
Raghav
2026-05-11 12:52:13 -07:00
-
e6dcbb6cb8
[feat] Add FLUX.1-dev pipeline parity test vs Diffusers FluxPipeline
Raghav
2026-05-10 17:54:15 -07:00
-
df7282432e
[feat] Add CLI args for use_embedded_guidance and true_cfg_scale
Raghav
2026-05-10 17:48:35 -07:00
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b227e0e9b5
[misc] Add PORT_STATUS, README, export FluxDiTConfig, fix loader test config
Raghav
2026-05-10 17:47:29 -07:00
-
96426e9325
[bugfix] Replace runtime diffusers RoPE imports with FastVideo-native layer
Raghav
2026-05-10 17:45:21 -07:00
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0c4cac7119
[new-model] Fix pre-commit formatting for FLUX.1-dev port
Ishan Vaish
2026-04-11 07:03:56 +00:00
-
0098efa85e
Added Flux dev pipeline
Ishan Vaish
2026-04-11 05:21:58 +00:00
-
-
-
5d89f86675
[ci] Stop forcing FA4 in model-load lanes (#1561)
Mac Lee
2026-07-12 05:10:36 +08:00
-
cb46d63f07
[bugfix]: unset GenerationRequest fields inherit model presets
will/fix-rebased
SolitaryThinker
2026-07-10 23:34:00 -07:00
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bbbb7ab021
[refactor]: migrate examples/scripts to typed VideoGenerator API; rename api/compat.py to api/translation.py
SolitaryThinker
2026-06-26 12:38:20 -07:00
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-
-
fd53fe9e68
[misc]: harden the rotary cache hit path
maint/pr1442-rebase-only
SolitaryThinker
2026-07-05 16:02:54 -07:00
-
7bd9b5784a
Add LRU Cache and Eviction Test
godmook
2026-06-08 03:45:01 -07:00
-
40a8e203ba
Add rotary Caching
godmook
2026-06-08 03:07:40 -07:00
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-
-
5df86163dd
[bugfix]: accept ATTN_QAT_INFER in denoising-stage backend probes
SolitaryThinker
2026-07-10 21:47:59 -07:00
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19a51a1fe6
[ci] Trigger performance benchmarks for performance code changes (#1583)
Satyam Srivastava
2026-07-10 20:21:33 -07:00
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d3232cea5a
[ci]: gate the full-suite trigger on pre-commit and docs build (#1572)
William Lin
2026-07-10 19:56:49 -07:00
-
0a231e0a1a
[docs]: note the Hub build's Hopper-only arch subset is deliberate
maint/pr1449-fixed
SolitaryThinker
2026-07-10 19:31:18 -07:00
-
e9efd52211
[kernel]: declare mutation + return aliases in Hub torch-op schemas
SolitaryThinker
2026-07-10 19:31:10 -07:00
-
2b3109b68d
[ci]: SHA-pin kernel-builder-job and serialize Hub publishes
SolitaryThinker
2026-07-10 19:31:00 -07:00
-
ebd4d59951
[ci]: version-gate the HF Kernel Hub publish like the PyPI flow
SolitaryThinker
2026-07-10 19:30:47 -07:00
-
a6eb382d34
[feat]: add Hugging Face kernel hub packaging
Aryan Kumar
2026-06-10 18:33:57 -07:00
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-
-
0c90c8c24d
[bugfix] nvfp4: cast fp32 inputs to bf16 instead of asserting (#1488)

Raghav KandSolitaryThinker
2026-07-10 14:39:17 -07:00
-
d4eab03809
Fix tracking
kevin314
2026-07-10 07:13:01 +00:00
-
4c08ffce49
[feat] World model training using third person games (#1443)

Mingjia HuoandClaude Fable 5
2026-07-09 22:09:07 -07:00
-
af4a77553c
[ci]: add SSIM reference bootstrap flow (#1522) (#1547)
Atharv Ramesh
2026-07-09 18:49:38 -07:00
-
5f1303e28e
[bugfix]: SM121 fixes from the Spark run
SolitaryThinker
2026-07-09 15:20:15 -07:00
-
1f59a79be0
[ci] Use UTF-8 reads in FA4 policy test
maint/pr1561-rebase-only
Mac Lee
2026-07-06 07:47:23 +00:00
-
e8d5166f91
[agents] Retire issue 1558 handoff
Mac Lee
2026-07-06 07:37:17 +00:00
-
67b91fb203
[agents] Record issue 1558 review handoff
Mac Lee
2026-07-06 07:11:16 +00:00
-
f2e4eb8f1b
[ci] Stop forcing FA4 in model-load lanes
Mac Lee
2026-07-06 07:04:39 +00:00