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Pull requests: hao-ai-lab/FastVideo
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[feat]: add exact performance dashboard cohort selection (#1633)
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
scope: model
Model architecture (DiTs, encoders, VAEs)
type: new-model
New model support
[bugfix] keep loader-populated text encoder configs in the validation pipeline
scope: infra
CI, tests, Docker, build
scope: training
Training pipeline, methods, configs
type: bugfix
Bug fix
#1669
opened Jul 31, 2026 by
KyleNeverGivesUp
Contributor
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3 of 4 tasks
[misc]: consolidate dataset download scripts under examples/datasets/
scope: docs
Documentation
scope: training
Training pipeline, methods, configs
type: misc
Cleanup, config, dependencies
#1667
opened Jul 30, 2026 by
SuhaanCoding
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[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
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
[bugfix]: left-align Gemma connector tokens per batch row
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
type: bugfix
Bug fix
#1664
opened Jul 29, 2026 by
SolitaryThinker
Collaborator
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[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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[bugfix]: harden FastVideo Studio UI reliability and accessibility
scope: studio
type: bugfix
Bug fix
#1659
opened Jul 28, 2026 by
RazorCrest00
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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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[refactor]: explicit per-component attention backend selection
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: training
Training pipeline, methods, configs
type: refactor
Code restructure without behavior change
#1657
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
[bugfix]: registry most-specific match + QAD weights file path
scope: inference
Inference pipeline, serving, CLI
scope: model
Model architecture (DiTs, encoders, VAEs)
type: bugfix
Bug fix
#1649
opened Jul 27, 2026 by
SolitaryThinker
Collaborator
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[feat] Add end-to-end MMAudio V2A training, inference, and evaluation
needs-rebase
PR has merge conflicts
scope: data
Data preprocessing, datasets
scope: inference
Inference pipeline, serving, CLI
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
#1648
opened Jul 27, 2026 by
kaiw7
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4 of 6 tasks
[bugfix]: complete #1601: atomic export, attn pass-through, arch gating
needs-rebase
PR has merge conflicts
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: training
Training pipeline, methods, configs
type: bugfix
Bug fix
#1646
opened Jul 26, 2026 by
SolitaryThinker
Collaborator
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[docs]: batched docs cleanup (landing page, links, requirements, nav)
scope: docs
Documentation
type: docs
Documentation only
#1644
opened Jul 26, 2026 by
SolitaryThinker
Collaborator
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5 tasks
[perf] Add FA4 CuTe backward support for VSA-256
scope: kernel
CUDA kernels, fastvideo-kernel
type: perf
Performance improvement
#1639
opened Jul 24, 2026 by
ita9naiwa
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3 of 4 tasks
[feat]: add MLX INT8 FastWan-QAD 1.3B inference on Apple Silicon
needs-rebase
PR has merge conflicts
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
type: feat
New feature or capability
#1638
opened Jul 23, 2026 by
aryan5v
Contributor
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[new-model]: add native Cosmos3-Nano pipeline
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
#1637
opened Jul 22, 2026 by
SolitaryThinker
Collaborator
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[docs] DGX Spark (GB10) performance & tuning guide + reproduction examples
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
type: docs
Documentation only
#1631
opened Jul 21, 2026 by
Mister-Raggs
Contributor
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[perf]:
needs-rebase
PR has merge conflicts
scope: attention
Attention backends (VSA, STA, Flash, etc.)
scope: docs
Documentation
scope: inference
Inference pipeline, serving, CLI
scope: infra
CI, tests, Docker, build
scope: model
Model architecture (DiTs, encoders, VAEs)
scope: training
Training pipeline, methods, configs
type: perf
Performance improvement
#1630
opened Jul 21, 2026 by
SolitaryThinker
Collaborator
•
Draft
[bugfix]: align FA4 dependency stacks
scope: docs
Documentation
scope: infra
CI, tests, Docker, build
scope: kernel
CUDA kernels, fastvideo-kernel
type: bugfix
Bug fix
#1629
opened Jul 21, 2026 by
SolitaryThinker
Collaborator
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