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Pull requests: hao-ai-lab/FastVideo
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[misc]: re-run yapf on main so pre-commit passes again
scope: inference
Inference pipeline, serving, CLI
type: misc
Cleanup, config, dependencies
#1700
opened Aug 7, 2026 by
KyleNeverGivesUp
Contributor
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2 of 4 tasks
[perf] MiniMax-H3: rank-reduced AdaLN pruned model option (-39% params, -23 GiB VRAM)
scope: inference
Inference pipeline, serving, CLI
scope: model
Model architecture (DiTs, encoders, VAEs)
type: perf
Performance improvement
#1699
opened Aug 7, 2026 by
shaoxiongduan
Collaborator
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3 of 6 tasks
[refactor] H3 pipeline cleanup: shared helpers, dead machinery, loop-invariant hoists
scope: inference
Inference pipeline, serving, CLI
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: training
Training pipeline, methods, configs
type: refactor
Code restructure without behavior change
#1698
opened Aug 7, 2026 by
SolitaryThinker
Collaborator
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[misc]: replace yapf with ruff format and apply across repo
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: data
Data preprocessing, datasets
scope: distributed
SP, FSDP, USP, multi-node
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: studio
scope: training
Training pipeline, methods, configs
type: misc
Cleanup, config, dependencies
[misc]: Refactor separate training pipeline runner
scope: infra
CI, tests, Docker, build
scope: training
Training pipeline, methods, configs
type: misc
Cleanup, config, dependencies
#1696
opened Aug 7, 2026 by
techverve
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2 of 6 tasks
[feat] VSA for MiniMax H3: packed mixed-modality sparse attention
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: feat
New feature or capability
#1695
opened Aug 7, 2026 by
SolitaryThinker
Collaborator
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[feat] Add initial pure Ring Attention support
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: distributed
SP, FSDP, USP, multi-node
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
type: feat
New feature or capability
#1694
opened Aug 7, 2026 by
klhhhhh
Contributor
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[bugfix]: condition HunyuanVideo 1.5 i2v on the reference image
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
type: bugfix
Bug fix
#1693
opened Aug 7, 2026 by
KyleNeverGivesUp
Contributor
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3 of 4 tasks
[bugfix] profiler region system: record + export actually work, usability roll-up
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
type: bugfix
Bug fix
#1691
opened Aug 6, 2026 by
SolitaryThinker
Collaborator
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[feat] add Minimax H3 sft pipeline
scope: data
Data preprocessing, datasets
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: training
Training pipeline, methods, configs
type: feat
New feature or capability
#1688
opened Aug 6, 2026 by
Davids048
Collaborator
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4 of 6 tasks
[perf]: remove per-step host syncs and repeated work from causal inference
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: perf
Performance improvement
#1687
opened Aug 6, 2026 by
Ishxn20
Contributor
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[new-model] Port MAGI-2 Preview
needs-rebase
PR has merge conflicts
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: new-model
New model support
[new-model] Add Wan2.2-S2V-14B speech-to-video (model port + checkpoint converter)
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: new-model
New model support
#1683
opened Aug 5, 2026 by
SuhaanCoding
Contributor
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5 of 6 tasks
[misc]: add env var to control process-aware logging
scope: docs
Documentation
type: misc
Cleanup, config, dependencies
#1680
opened Aug 4, 2026 by
Azurinine
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4 tasks done
[ci] Add DGX Spark (GB10) single-GPU perf config + gpu_types gating
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
type: ci
CI/CD infrastructure
#1679
opened Aug 4, 2026 by
Mister-Raggs
Contributor
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[feat]: add exact performance dashboard cohort selection (#1633)
ready
PR is ready to merge
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
type: feat
New feature or capability
#1671
opened Aug 1, 2026 by
Satyam-53
Collaborator
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[new-model] Add native Helios transformer
needs-rebase
PR has merge conflicts
scope: model
Model architecture (DiTs, encoders, VAEs)
type: new-model
New model support
#1670
opened Jul 31, 2026 by
FlappyBob
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13 of 17 tasks
[bugfix]: synchronize post-FSDP LoRA replicas
scope: infra
CI, tests, Docker, build
scope: training
Training pipeline, methods, configs
type: bugfix
Bug fix
#1666
opened Jul 30, 2026 by
Suckl
Contributor
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6 tasks done
[new-model] Added LingBot-World-Fast image-to-video support
needs-rebase
PR has merge conflicts
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: new-model
New model support
#1665
opened Jul 30, 2026 by
Ishxn20
Contributor
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5 of 7 tasks
[feat] Add HunyuanVideo 1.5 embedding preprocessing pipeline
scope: data
Data preprocessing, datasets
scope: infra
CI, tests, Docker, build
type: feat
New feature or capability
#1663
opened Jul 29, 2026 by
klhhhhh
Contributor
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[feat] Add HunyuanVideo 1.5 T2V training support
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
scope: training
Training pipeline, methods, configs
type: feat
New feature or capability
#1662
opened Jul 29, 2026 by
KyleNeverGivesUp
Contributor
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4 of 6 tasks
[perf]: reduce per-step overhead in causal Wan denoising, plus optional CUDA graph capture
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: perf
Performance improvement
#1660
opened Jul 29, 2026 by
Ishxn20
Contributor
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[ci]: run the full attention test directory in the unit lane
scope: infra
CI, tests, Docker, build
type: ci
CI/CD infrastructure
#1658
opened Jul 28, 2026 by
SolitaryThinker
Collaborator
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[feat]: fp8 PV mode for the FA4-FP4 attention path
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
type: feat
New feature or capability
#1654
opened Jul 28, 2026 by
SolitaryThinker
Collaborator
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Add PromptRL training support
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: training
Training pipeline, methods, configs
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