Commit Graph
71 Commits
Author SHA1 Message Date
alexzmsandClaude Opus 5.5 16e412f5e0 Merge hao-ai-lab/FastVideo main into alex/openai-data-url-refs
Conflict in request_adapter.py with #2001, which adds continuation_video and
materializes it through _materialize_video. This branch replaced that helper
with materialize_clip, so continuation_video now goes through materialize_clip
as well, with the same "continuation" upload name. As a result it gets the same
policy as the other video fields: media_roots, the private-URL check, the size
cap, and base64 data:video/... URLs.

- docs/design/server_contracts/openai.md: continuation_video is listed in the
  video row of the media-source table.
- docs/inference/fasth3_omniref.md: continuation_video may be a data:video URL.
- test_openai_serving_engine.py: an inline continuation video is decoded,
  tracked and removed, and a data:audio one is refused.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-11-05 01:33:06 +00:00
tianwei-moandClaude Opus 5.5 36dc971dc6 [feat] MiniMax-H3 Ref2VA: continue an earlier video from its last frames (#2001)
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-11-05 01:24:11 +00:00
alexzmsandClaude Opus 5.5 ec6c78f354 Merge hao-ai-lab/FastVideo main into alex/openai-data-url-refs
Picks up #2059, whose pytest 9 fixes clear the fastcheck Unit lane
(test_lora_side_branch.py setup errors and the FA4 JIT-cache test) that
failed on this branch, and #2045, which fixes the docs-site Prettier
failure behind the Deploy Documentation build. No conflicts.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-11-04 13:38:17 +00:00
4f80c5a3da [feat] Open-H3-Regenerate-2K: regenerate FastH3 QAD, Trim and V2 drafts at 2K (text to 2K 3.1-3.4x faster) (#2037)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: Aryan <aryan@aryan5v.dev>
2026-11-02 03:44:28 -08:00
alexzmsandClaude Opus 5.5 fe839e93af Merge hao-ai-lab/FastVideo main into alex/openai-data-url-refs
Conflict in request_adapter.py: keep main's Open-H3-Regenerate-2K constants
and this branch's _MEDIA_SUFFIXES tables, which replace _VIDEO_SUFFIXES.

Open-H3-Regenerate-2K arrived assuming data: video references are refused.
With this branch they are decoded, so:
- test_openai_open_h3_regenerate_2k.py: the refused case is now a data URL
  whose media type does not match, and an inline draft is decoded, reaches
  the pipeline as video_path, and is removed after the request.
- The serving YAML comment and docs/inference/open_h3_regenerate_2k.md now
  say data:video URLs are decoded up to server.media_reference_max_bytes.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-11-02 06:57:54 +00:00
Aryan KumarandAryan Kumar ac81198d33 [new-model] Open-H3-Regenerate-2K: 768P H3 draft to 2560x1440, served on the OpenAI video routes (#2035)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-11-01 22:45:09 -08:00
Aryan KumarandAryan Kumar cb02062930 [new-model] Add Pika H3 Flex inference support (#2038)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-11-01 22:33:10 -08:00
alexzmsandClaude Opus 5.5 1fa29f201e [feat] OpenAI video API: accept data: URLs for video and audio references
`POST /v1/videos` decoded `data:image/...` references but refused
`data:` video references and passed every `audio_url` to the pipeline
unchanged, so clients without a public URL could not send a reference
video or audio file (SGLang Diffusion accepts all three).

- `video_reference` / `video_path` / `video_url` accept
  `data:video/...;base64,` and `audio_reference` accepts
  `data:audio/...;base64,`. Each decoded file is capped by
  `server.media_reference_max_bytes` (checked from the payload length
  before decoding), written under `output_dir/uploads`, kept in field
  order, and deleted when the job ends.
- Invalid base64, a non-base64 data URL, or a media type that does not
  match the field returns HTTP 400. Percent escapes and line-wrapped
  payloads decode, as in SGLang.
- Audio references are now materialized like video references: http(s)
  URLs go through the media policy download (public addresses, byte
  cap) and local paths must sit under `server.media_roots`. Before, the
  raw string reached PyAV, which opened any local file or URL.
- `docs/design/server_contracts/openai.md` lists the accepted forms per
  field.

Fixes #2018

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-28 20:50:41 +00:00
Aryan Kumar 6743f4b4b7 Revert "[new-model] Add PAN2 text-to-video and image-to-video" (#2025) 2026-10-27 18:03:59 -07:00
William Linandaryan5v a0e6cf1f50 [new-model] Add PAN2 text-to-video and image-to-video (#1961)
Co-authored-by: aryan5v <email.aryan1005@gmail.com>
2026-10-25 20:20:00 -07:00
Loay RashidandAryan Kumar 0d05b09c57 [new-model] Add initial Qwen-Image-2.1 inference (#1918)
Co-authored-by: Aryan Kumar <156166681+aryan5v@users.noreply.github.com>
2026-10-25 17:28:49 +00:00
Aryan Kumar 9bbdd18548 [ci]: Fix env-policy and schema-parity contract tests
The unit lane fails on main in two contract tests. All three failures are
bookkeeping that drifted from the code, not runtime bugs:

- `test_env_policy.py::test_env_doc_table_matches_registry`: the generated
  table in docs/contributing/env_vars.md is stale for
  FASTVIDEO_MLX_QUANT_GEMM. Regenerated with the documented command
  (`python fastvideo/tests/contract/test_env_policy.py`).
- `test_env_policy.py::test_env_access_follows_policy`: two new violations.
  - fastvideo/tests/mlx/test_mlx_affine_dq_gemm.py wrote
    FASTVIDEO_MLX_QUANT_GEMM through monkeypatch.setenv; now uses the
    registered field's override() through the env_overrides fixture.
  - fastvideo/tests/train/models/test_load_kandinsky5.py read
    FASTVIDEO_ATTENTION_BACKEND with `not in os.environ`; now uses
    envs.FASTVIDEO_ATTENTION_BACKEND.is_set() and override(). Its entry in
    KNOWN_VIOLATIONS is deleted, as the shrinking-list rule requires.
- `test_schema_parity_inventory.py::..._extension_fields_are_classified`:
  MiniMaxH3PipelineConfig declares video_scheduler_shift and
  audio_scheduler_shift (training-time noise clocks rejected by
  check_pipeline_config at inference); both are added to
  pipeline_config_extensions.internal_only.

Test plan (CPU, no GPU required):

  python -m pytest fastvideo/tests/contract/test_env_policy.py \
      fastvideo/tests/api/test_schema_parity_inventory.py \
      fastvideo/tests/mlx/test_mlx_affine_dq_gemm.py -q
  # 45 passed

  python -m pytest fastvideo/tests/contract/ fastvideo/tests/api/ -q -m "not gpu"
  # 501 passed
2026-10-23 11:08:37 -07:00
Aryan KumarandAryan Kumar 089a5a55a0 [feat] Cookbook serving, hardware catalog, and landing page (#1999)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-10-20 09:10:29 -07:00
376e445f0e [feat]: FastH3 OmniRef inference on consumer devices (RTX 5090 / PRO 6000 / DGX Spark / 4090) (#1980)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-19 14:57:36 -07:00
Aryan KumarandAryan Kumar 6212e7262e [docs] Migrate documentation and cookbook to Blume (#1969)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-10-16 16:09:04 -07:00
William Lin 9f59519959 [misc] Remove DreamX World, HunyuanGameCraft, GLM-Image, LongCat, TurboDiffusion, and Z-Image (#1926) 2026-10-14 23:16:32 -07:00
Wenbo Ji 嵇文博 8d2e1cf328 [bugfix] Skip streaming IPC queues for standard VideoGenerator (#1902)
MultiprocExecutor created two streaming multiprocessing queues for every
generator, but only StreamingVideoGenerator uses them. Each queue uses POSIX
named semaphores in /dev/shm. When a job epilog deleted these files, spawned
workers failed to start. The executor now creates the queues only when
FastVideoArgs.enable_streaming_ipc_queues is set. StreamingVideoGenerator sets
it on a copy of its arguments in queue mode. Standard generation creates no
streaming semaphores.
2026-10-07 15:33:11 -07:00
Boyang ZHONG dc72a35f4e [bugfix] Return individual images for batched image API requests (#1917)
For n > 1, the image endpoints returned one preview grid instead of n images.
The endpoints now run one model batch, save each decoded sample as its own file,
and return one URL or base64 item for each image. This applies to generations
and edits.

A keyword-only return_samples field (default False) is added to OutputConfig,
SamplingParam and ForwardBatch. Batched image requests set it and do not build
preview frames. The worker keeps the sample tensor for these requests, and
non-output ranks clear the field. Defaults and positional arguments do not
change.
2026-10-07 15:06:02 -07:00
Zhang PeiyuanandClaude Opus 5.5 c520878fd2 [perf]: QAT/QAD add safe regional compile for modular training (#1718)
Adds opt-in regional torch.compile to the YAML-driven modular Wan trainer (training.model.enable_torch_compile / torch_compile_kwargs) with FA4 and Wan modulation forward/backward as opaque custom ops, compiled repeated DiT blocks after FSDP setup, and activation checkpointing applied before FSDP for trainable Wan transformers.

Merged with main's #1716 (WanModel resolves the checkpointing type in __init__; the PR's pre-FSDP wrap uses it and the post-load wrap is gone) and #1757 (pre_fsdp_model_transform runs before this PR's pre_fsdp_transform). Maintainer review (Swarm order #776): AdaLN skip names are canonicalized through checkpoint-wrapper prefixes, test_inference_regional_compile.py joins the unit lane, the Wan modulation custom-op test moved to the transformer lane, regional_compile is classified in the schema inventory, and a 1/2-GPU training smoke covers fully_shard(CheckpointWrapper) in eager and regional-compile modes. Validated on GB200: the FA4 CuTe forward/backward parity and fullgraph-backward tests and all four smoke cases pass.

Also exempts MMAudio recipes, whose student builds its pipeline config at init, from the fine-tuning recipe construction check that #1648 left failing on main.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-07 05:24:24 -07:00
af78c759f1 [new-model] Add Wan2.2-Animate-14B character animation/replacement inference (#1765)
Co-authored-by: SuhaanCommits <suhaan@cedar.build>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-10-07 04:19:37 -07:00
2d6e7d9b6b [feat]: MiniMax-H3 encoder split: dedicated text-encoder node group for 720p on DGX Spark (#1877)
Co-authored-by: magicbear <magicbear@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-07 03:46:33 -07:00
2452022f15 [new-model] Add LTX-2.5 inference support (#1704)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: CodeRabbit <noreply@coderabbit.ai>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-07 03:34:18 -07:00
37b9dc1836 [new-model] Add native Helios-Distilled T2V pipeline (#1670)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-07 03:18:24 -07:00
ef62ac48d1 [new-model] Add Wan2.2-S2V-14B speech-to-video (model port + checkpoint converter) (#1683)
Co-authored-by: SuhaanCommits <suhaan@cedar.build>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-10-07 01:36:01 -07:00
f06d824054 [feat]: add Kandinsky-6.0 TI2VA and VSR pipelines (#1924)
Co-authored-by: leffff <levnovitskiy@gmail.com>
Co-authored-by: Kirill <kykozlov@gmail.com>
Co-authored-by: shaoxiongduan <shaoxiongduan@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 10:50:17 -07:00
8444c0897a [feat] FastH3 Ref2VA PDD inference with reference-video VSA sparsity (#1907)
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-02 11:28:07 -07:00
sudhirpol522 8839ba8d4d [bugfix] Add OpenAI-compatible image generation endpoint (#1840) 2026-09-14 17:55:56 -07:00
William Lin 556ac7088e [refactor] Simplify Wan sampling and tests (#1825) 2026-09-07 15:57:19 -07:00
William Lin 7f83164233 [refactor] Move Wan VAE into the Wan package (#1824) 2026-09-05 18:43:55 -07:00
William Lin e19913f6e9 [refactor] Group Wan transformer and config (#1823) 2026-09-05 17:05:32 -07:00
aaef49bfc6 [feat]: run FastH3 across two DGX Sparks with Ray sequence parallel (#1803)
Co-authored-by: Kyle <shh075@ucsd.edu>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Satyam Srivastava <srivastavasatyam53@gmail.com>
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-09-01 01:37:23 -07:00
Aryan KumarandAryan Kumar cf6a00b9be [feat]: add opt-in CUDA TAEH3 preview decode for FastH3 (#1795)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-08-31 23:34:56 -07:00
Aryan KumarandAryan Kumar 26064193e2 [feat] Add an H3 server cookbook and prompt playground (#1798)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-08-31 22:14:33 -07:00
Aryan KumarandAryan Kumar f82d8be4bf [perf] Sequential MiniMax H3 start with GPU-direct DiT load (#1793)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-08-31 04:20:21 -07:00
William Lin a159b63c67 [bugfix] Harden OpenAI serving after post-merge review (#1782) 2026-08-28 22:29:24 -07:00
William Lin 3987b9ddcd [feat] Align multimodal OpenAI serving APIs (#1781) 2026-08-28 10:09:58 -07:00
William Lin 9212f4f218 [ci] make GPU validation change-aware (#1747) 2026-08-25 21:26:25 -07:00
Aryan KumarandAryan Kumar 6388db815b [bugfix] FastMetal-QAD MLX support: refuse CUDA QAD trees, use packed mlx_dit config, stream loads (#1736) (#1758)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-08-25 14:51:40 -07:00
William Lin 13213395b4 [perf] Parallelize MiniMax-H3 VAE over sequence ranks (#1744) 2026-08-22 18:05:31 -07:00
William Lin 46afee5998 [bugfix] Classify MiniMax-H3 inference controls in schema inventory (#1743) 2026-08-22 17:17:02 -07:00
Aryan KumarandAryan Kumar 8537dcd6de [feat]: Apple Silicon MLX runtime — INT8 Wan2.1 and Wan2.2 inference (#1638)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
2026-08-18 15:08:00 -07:00
Kaiqin Kong e8b0e4c61e [feat] Add MiniMax H3 (#1674) 2026-08-04 13:54:39 -07:00
William Lin 7b094c945b [refactor]: resolve attention backend once per component at load time (#1657) 2026-08-02 15:07:42 -07:00
Junda Su 755a4e4470 [new-model] Add LingBot-Video Dense and MoE/refiner T2V inference (#1595) 2026-07-18 20:18:16 -07:00
Junda Su d4bdd3621a [new-model] Port LingBot-World-v2 (#1579) 2026-07-16 19:51:53 -07:00
6966f9e0bc [fix] Z-Image (#1236) draft port: rebase + strict-load contract + bf16 encoder parity + PORT_STATUS (#1339)
Co-authored-by: Mrinaal Dogra <mdogra@ucsd.edu>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-07-16 18:18:25 -07:00
b063f8ca41 [feat] Fix FLUX.1-dev port: native RoPE, parity tests, SSIM reference (#1321)
Co-authored-by: Ishan Vaish <ivaish@ucsd.edu>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-13 01:49:42 -07:00
595f0ea60e [feat] Add DreamX-World 5B Cam and AR pipelines (#1538)
Co-authored-by: Suckl <Suckl@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-07-07 06:16:18 +00:00
William Lin c4e108de78 [docs]: modernize documentation build (#1503) 2026-06-28 02:02:09 -07:00
William Lin 1d15d974fa [misc]: cleanup outdated or unneeded agent infrastructure (#1504) 2026-06-27 19:37:49 -07:00