2 lines
633 KiB
JSON
2 lines
633 KiB
JSON
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Expose in Package Init\u00b6","id":"e-expose-in-package-init","level":3}],"attention":[{"text":"FastVideo Attention Kernels\u00b6","id":"fastvideo-attention-kernels","level":1},{"text":"Supported Kernels\u00b6","id":"supported-kernels","level":2},{"text":"General Build Instructions\u00b6","id":"general-build-instructions","level":2},{"text":"Prerequisites\u00b6","id":"prerequisites","level":3},{"text":"Compile and Install\u00b6","id":"compile-and-install","level":3}],"attention/sta":[{"text":"Sliding Tile Attention (STA)\u00b6","id":"sliding-tile-attention-sta","level":1},{"text":"Why STA is not in main\u00b6","id":"why-sta-is-not-in-main","level":2},{"text":"What to checkout for STA workflows\u00b6","id":"what-to-checkout-for-sta-workflows","level":2},{"text":"Mask Search (archive branch)\u00b6","id":"mask-search-archive-branch","level":2},{"text":"STA Inference (archive branch)\u00b6","id":"sta-inference-archive-branch","level":2},{"text":"Kernel-level API (current branch)\u00b6","id":"kernel-level-api-current-branch","level":2},{"text":"Citation\u00b6","id":"citation","level":2}],"attention/vsa":[{"text":"Video Sparse Attention (VSA)\u00b6","id":"video-sparse-attention-vsa","level":1},{"text":"Installation\u00b6","id":"installation","level":2},{"text":"Apple Silicon (MiniMax H3 / FastH3)\u00b6","id":"apple-silicon-minimax-h3-fasth3","level":2},{"text":"SM100 fused 64-token layout (Wan inference)\u00b6","id":"sm100-fused-64-token-layout-wan-inference","level":2},{"text":"Usage\u00b6","id":"usage","level":2},{"text":"Citation\u00b6","id":"citation","level":2}],"contact":[{"text":"Contact and Maintainers\u00b6","id":"contact-and-maintainers","level":1},{"text":"Contact\u00b6","id":"contact","level":2},{"text":"Maintainers\u00b6","id":"maintainers","level":2}],"contributing/activation_trace":[{"text":"Activation Trace Mode\u00b6","id":"activation-trace-mode","level":1},{"text":"Overview\u00b6","id":"overview","level":2},{"text":"When to use\u00b6","id":"when-to-use","level":2},{"text":"When NOT to use\u00b6","id":"when-not-to-use","level":2},{"text":"Quickstart\u00b6","id":"quickstart","level":2},{"text":"Configuration\u00b6","id":"configuration","level":2},{"text":"Workflow: parity-debug a model port\u00b6","id":"workflow-parity-debug-a-model-port","level":2},{"text":"Performance impact\u00b6","id":"performance-impact","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Architecture (Extension 0: module forward hooks)\u00b6","id":"architecture-extension-0-module-forward-hooks","level":2},{"text":"Future extensions (design only, not yet implemented)\u00b6","id":"future-extensions-design-only-not-yet-implemented","level":2},{"text":"Comparison with similar tools\u00b6","id":"comparison-with-similar-tools","level":2},{"text":"Implementation references\u00b6","id":"implementation-references","level":2},{"text":"Changelog\u00b6","id":"changelog","level":2},{"text":"What runs when tracing is on\u00b6","id":"what-runs-when-tracing-is-on","level":3},{"text":"Cost-shaping knobs\u00b6","id":"cost-shaping-knobs","level":3},{"text":"Disk\u00b6","id":"disk","level":3},{"text":"\"I set the env var but no JSONL file appears\"\u00b6","id":"i-set-the-env-var-but-no-jsonl-file-appears","level":3},{"text":"\"My regex isn't filtering the way I expect\"\u00b6","id":"my-regex-isnt-filtering-the-way-i-expect","level":3},{"text":"\"Stats are NaN or <error: ...> for some layers\"\u00b6","id":"stats-are-nan-or-error-for-some-layers","level":3},{"text":"\"Tracing slows the run by 5x\"\u00b6","id":"tracing-slows-the-run-by-5x","level":3},{"text":"\"Trace records are missing tensors I expect\"\u00b6","id":"trace-records-are-missing-tensors-i-expect","level":3},{"text":"\"I want tracing inside a torch.compile'd region\"\u00b6","id":"i-want-tracing-inside-a-torchcompiled-region","level":3},{"text":"Zero-overhead-when-off guarantee\u00b6","id":"zero-overhead-when-off-guarantee","level":3},{"text":"Hooking the upstream side\u00b6","id":"hooking-the-upstream-side","level":3},{"text":"Extension 1: FX/Dynamo backend graph rewrite\u00b6","id":"extension-1-fxdynamo-backend-graph-rewrite","level":3},{"text":"Extension 2: AST source injection at import time\u00b6","id":"extension-2-ast-source-injection-at-import-time","level":3},{"text":"Extension 3: __torch_dispatch__ / TorchDispatchMode\u00b6","id":"extension-3-__torch_dispatch__-torchdispatchmode","level":3}],"contributing/attention_backend":[{"text":"Attention Backend Development\u00b6","id":"attention-backend-development","level":1},{"text":"When you need this guide\u00b6","id":"when-you-need-this-guide","level":2},{"text":"0) Choose a backend name and scope\u00b6","id":"0-choose-a-backend-name-and-scope","level":2},{"text":"1) Add enum + platform selection\u00b6","id":"1-add-enum-platform-selection","level":2},{"text":"2) Implement the backend\u00b6","id":"2-implement-the-backend","level":2},{"text":"3) Wire into attention layers\u00b6","id":"3-wire-into-attention-layers","level":2},{"text":"4) Add compiled kernels (optional)\u00b6","id":"4-add-compiled-kernels-optional","level":2},{"text":"5) Testing and debugging\u00b6","id":"5-testing-and-debugging","level":2},{"text":"Checklist\u00b6","id":"checklist","level":2}],"contributing/ci_architecture":[{"text":"CI/CD Architecture\u00b6","id":"cicd-architecture","level":1},{"text":"Overview\u00b6","id":"overview","level":2},{"text":"CI Tiers\u00b6","id":"ci-tiers","level":2},{"text":"/merge Request Flow\u00b6","id":"merge-request-flow","level":2},{"text":"Slash Commands\u00b6","id":"slash-commands","level":2},{"text":"Merge Protection\u00b6","id":"merge-protection","level":2},{"text":"Title Tags And Labels\u00b6","id":"title-tags-and-labels","level":2},{"text":"Slurm Lane Entrypoints\u00b6","id":"slurm-lane-entrypoints","level":2},{"text":"CD And Release Workflows\u00b6","id":"cd-and-release-workflows","level":2},{"text":"Community Automations\u00b6","id":"community-automations","level":2},{"text":"File Reference\u00b6","id":"file-reference","level":2},{"text":"Tier 1: Pre-commit\u00b6","id":"tier-1-pre-commit","level":3},{"text":"Tier 2: Fastcheck\u00b6","id":"tier-2-fastcheck","level":3},{"text":"Tier 3: Change-Aware Merge Gate\u00b6","id":"tier-3-change-aware-merge-gate","level":3},{"text":"Documentation\u00b6","id":"documentation","level":3},{"text":"Docker Images\u00b6","id":"docker-images","level":3},{"text":"Package Publishing\u00b6","id":"package-publishing","level":3}],"contributing/coding_agents":[{"text":"FastVideo + Coding Agents\u00b6","id":"fastvideo-coding-agents","level":1},{"text":"Tips when prompting the agent\u00b6","id":"tips-when-prompting-the-agent","level":2},{"text":"FastVideo structure at a glance\u00b6","id":"fastvideo-structure-at-a-glance","level":2},{"text":"Some questions to ask yourself before starting\u00b6","id":"some-questions-to-ask-yourself-before-starting","level":2},{"text":"Workflow: adding a full pipeline\u00b6","id":"workflow-adding-a-full-pipeline","level":2},{"text":"Common pitfalls when porting models\u00b6","id":"common-pitfalls-when-porting-models","level":2},{"text":"Diffusers vs manual conversion\u00b6","id":"diffusers-vs-manual-conversion","level":2},{"text":"FAQ\u00b6","id":"faq","level":2},{"text":"Case study: LTX\u20112 port (from PLAN.md)\u00b6","id":"case-study-ltx2-port-from-planmd","level":2},{"text":"Worked example: Wan2.1 T2V 1.3B pipeline\u00b6","id":"worked-example-wan21-t2v-13b-pipeline","level":2},{"text":"Is the model already supported by SGLang's multimodal generation stack?\u00b6","id":"is-the-model-already-supported-by-sglangs-multimodal-generation-stack","level":3},{"text":"Is there an official implementation of the model you are adding?\u00b6","id":"is-there-an-official-implementation-of-the-model-you-are-adding","level":3},{"text":"Is there a HuggingFace repo for the model you are adding? Is it in Diffusers format?\u00b6","id":"is-there-a-huggingface-repo-for-the-model-you-are-adding-is-it-in-diffusers-format","level":3},{"text":"Do I have official weights + local paths ready?\u00b6","id":"do-i-have-official-weights-local-paths-ready","level":3},{"text":"What pipeline components are required for the model you are adding?\u00b6","id":"what-pipeline-components-are-required-for-the-model-you-are-adding","level":3},{"text":"What tasks does the model support?\u00b6","id":"what-tasks-does-the-model-support","level":3},{"text":"Am I able to generate videos with the official implementation?\u00b6","id":"am-i-able-to-generate-videos-with-the-official-implementation","level":3},{"text":"0) Fetch official model's code and weights\u00b6","id":"0-fetch-official-models-code-and-weights","level":3},{"text":"1) Implement the model + config mapping\u00b6","id":"1-implement-the-model-config-mapping","level":3},{"text":"2) Test numerical alignment with the official implementation\u00b6","id":"2-test-numerical-alignment-with-the-official-implementation","level":3},{"text":"3) Repeat the process for each component\u00b6","id":"3-repeat-the-process-for-each-component","level":3},{"text":"4) Add a pipeline config + sample defaults\u00b6","id":"4-add-a-pipeline-config-sample-defaults","level":3},{"text":"5) Wire pipeline stages\u00b6","id":"5-wire-pipeline-stages","level":3},{"text":"6) Add pipeline\u2011level tests\u00b6","id":"6-add-pipelinelevel-tests","level":3},{"text":"7) Add user\u2011facing examples\u00b6","id":"7-add-userfacing-examples","level":3},{"text":"8) Add SSIM tests for CI checks\u00b6","id":"8-add-ssim-tests-for-ci-checks","level":3},{"text":"9) Document it\u00b6","id":"9-document-it","level":3}],"contributing/cookbook_configuration":[{"text":"Adding a model deployment\u00b6","id":"adding-a-model-deployment","level":1},{"text":"Before you start\u00b6","id":"before-you-start","level":2},{"text":"Walkthrough: FastWan CUDA REST\u00b6","id":"walkthrough-fastwan-cuda-rest","level":2},{"text":"Reference\u00b6","id":"reference","level":2},{"text":"1. Choose the baseline and model manifest\u00b6","id":"1-choose-the-baseline-and-model-manifest","level":3},{"text":"2. Describe the deployment and select fields\u00b6","id":"2-describe-the-deployment-and-select-fields","level":3},{"text":"3. Build, test and open the preview\u00b6","id":"3-build-test-and-open-the-preview","level":3},{"text":"Manifest fields\u00b6","id":"manifest-fields","level":3},{"text":"Runtime choices\u00b6","id":"runtime-choices","level":3},{"text":"Option selectors\u00b6","id":"option-selectors","level":3},{"text":"Shared options and model overrides\u00b6","id":"shared-options-and-model-overrides","level":3},{"text":"Choosing what to expose\u00b6","id":"choosing-what-to-expose","level":3},{"text":"Check native declaration drift separately\u00b6","id":"check-native-declaration-drift-separately","level":3},{"text":"Inspect one merged deployment\u00b6","id":"inspect-one-merged-deployment","level":3}],"contributing/developer_env/docker":[{"text":"\ud83d\udc33 Using the FastVideo Docker Image\u00b6","id":"using-the-fastvideo-docker-image","level":1},{"text":"Starting the container\u00b6","id":"starting-the-container","level":2},{"text":"Building locally\u00b6","id":"building-locally","level":2},{"text":"Using the container\u00b6","id":"using-the-container","level":2}],"contributing/developer_env":[{"text":"\ud83e\uddf0 Developer Environment\u00b6","id":"developer-environment","level":1}],"contributing/developer_env/runpod":[{"text":"RunPod Development Environment\u00b6","id":"runpod-development-environment","level":1},{"text":"Prerequisites\u00b6","id":"prerequisites","level":2},{"text":"Step 1: Create a Pod\u00b6","id":"step-1-create-a-pod","level":2},{"text":"Step 2: Connect via SSH\u00b6","id":"step-2-connect-via-ssh","level":2},{"text":"Step 3: Set Up FastVideo\u00b6","id":"step-3-set-up-fastvideo","level":2},{"text":"Development Workflow\u00b6","id":"development-workflow","level":2},{"text":"GPU Recommendations\u00b6","id":"gpu-recommendations","level":2},{"text":"Custom template (advanced)\u00b6","id":"custom-template-advanced","level":3},{"text":"Editing code on RunPod\u00b6","id":"editing-code-on-runpod","level":3},{"text":"Running linters and tests\u00b6","id":"running-linters-and-tests","level":3},{"text":"Storing models\u00b6","id":"storing-models","level":3},{"text":"Terminating the pod\u00b6","id":"terminating-the-pod","level":3}],"contributing/dreamverse-development":[{"text":"Dreamverse Development\u00b6","id":"dreamverse-development","level":1},{"text":"Backend tests\u00b6","id":"backend-tests","level":2},{"text":"Backend launch\u00b6","id":"backend-launch","level":2},{"text":"Frontend build and tests\u00b6","id":"frontend-build-and-tests","level":2},{"text":"Local GPU verification\u00b6","id":"local-gpu-verification","level":2},{"text":"H3 generation modes\u00b6","id":"h3-generation-modes","level":2},{"text":"Production-equivalent GPU prerequisites\u00b6","id":"production-equivalent-gpu-prerequisites","level":2},{"text":"Mode validation and demo\u00b6","id":"mode-validation-and-demo","level":3},{"text":"B200 / sm_100a + gcc-15 conda toolchain (flashinfer JIT workaround)\u00b6","id":"b200-sm_100a-gcc-15-conda-toolchain-flashinfer-jit-workaround","level":3}],"contributing/env_vars":[{"text":"Environment Variables\u00b6","id":"environment-variables","level":1},{"text":"Rules\u00b6","id":"rules","level":2},{"text":"Field types\u00b6","id":"field-types","level":2},{"text":"Add a variable\u00b6","id":"add-a-variable","level":2},{"text":"Rename or remove a variable\u00b6","id":"rename-or-remove-a-variable","level":2},{"text":"What the contract test checks\u00b6","id":"what-the-contract-test-checks","level":2},{"text":"Registered variables\u00b6","id":"registered-variables","level":2}],"contributing/eval-metrics":[{"text":"Porting Eval Metrics into fastvideo.eval\u00b6","id":"porting-eval-metrics-into-fastvideoeval","level":1},{"text":"When to use this guide\u00b6","id":"when-to-use-this-guide","level":2},{"text":"TL;DR\u00b6","id":"tldr","level":2},{"text":"0) Layout and auto-discovery\u00b6","id":"0-layout-and-auto-discovery","level":2},{"text":"1) The BaseMetric contract\u00b6","id":"1-the-basemetric-contract","level":2},{"text":"2) Recipe A: native metric (no external deps)\u00b6","id":"2-recipe-a-native-metric-no-external-deps","level":2},{"text":"3) Recipe B: library-wrapped metric (CLIP, torch.hub, transformers, pyiqa)\u00b6","id":"3-recipe-b-library-wrapped-metric-clip-torchhub-transformers-pyiqa","level":2},{"text":"4) Recipe C: upstream-submodule-wrapped metric (vbench pattern)\u00b6","id":"4-recipe-c-upstream-submodule-wrapped-metric-vbench-pattern","level":2},{"text":"5) Model checkpoints: ensure_checkpoint\u00b6","id":"5-model-checkpoints-ensure_checkpoint","level":2},{"text":"6) Declaring dependencies\u00b6","id":"6-declaring-dependencies","level":2},{"text":"7) Common gotchas\u00b6","id":"7-common-gotchas","level":2},{"text":"8) Training-time eval: keep evaluators hot, free caches between calls\u00b6","id":"8-training-time-eval-keep-evaluators-hot-free-caches-between-calls","level":2},{"text":"9) Local verification\u00b6","id":"9-local-verification","level":2},{"text":"10) When not to add a metric\u00b6","id":"10-when-not-to-add-a-metric","level":2},{"text":"Cache routing rules\u00b6","id":"cache-routing-rules","level":3},{"text":"Dataset assets: vendor the manifest, auto-fetch the rest\u00b6","id":"dataset-assets-vendor-the-manifest-auto-fetch-the-rest","level":3},{"text":"Example: CLIP backbone + LAION head\u00b6","id":"example-clip-backbone-laion-head","level":3},{"text":"Do not redirect other ~/.cache/... dirs\u00b6","id":"do-not-redirect-other-cache-dirs","level":3},{"text":"4.1 Pin the upstream as a submodule\u00b6","id":"41-pin-the-upstream-as-a-submodule","level":3},{"text":"4.2 Bootstrap on sys.path\u00b6","id":"42-bootstrap-on-syspath","level":3},{"text":"4.3 Modern-dep compat: runtime shims\u00b6","id":"43-modern-dep-compat-runtime-shims","level":3},{"text":"4.4 Per-sub-metric files\u00b6","id":"44-per-sub-metric-files","level":3},{"text":"4.5 Conditional registration when the upstream is missing\u00b6","id":"45-conditional-registration-when-the-upstream-is-missing","level":3},{"text":"4.6 Leave the upstream alone unless it blocks the metric\u00b6","id":"46-leave-the-upstream-alone-unless-it-blocks-the-metric","level":3}],"contributing/overview":[{"text":"\ud83d\udee0\ufe0f Contributing to FastVideo\u00b6","id":"contributing-to-fastvideo","level":1},{"text":"Quick prerequisites\u00b6","id":"quick-prerequisites","level":2},{"text":"Local development (UV + editable install)\u00b6","id":"local-development-uv-editable-install","level":2},{"text":"Docker development (optional)\u00b6","id":"docker-development-optional","level":2},{"text":"Testing\u00b6","id":"testing","level":2},{"text":"Cookbook configuration metadata\u00b6","id":"cookbook-configuration-metadata","level":2},{"text":"Attention backend development\u00b6","id":"attention-backend-development","level":2},{"text":"Contributing with coding agents\u00b6","id":"contributing-with-coding-agents","level":2}],"contributing/performance_benchmarks":[{"text":"Performance Benchmarks\u00b6","id":"performance-benchmarks","level":1},{"text":"Quick start (local)\u00b6","id":"quick-start-local","level":2},{"text":"Local live dashboard\u00b6","id":"local-live-dashboard","level":2},{"text":"DGX Spark (GB10) local benchmarking\u00b6","id":"dgx-spark-gb10-local-benchmarking","level":2},{"text":"Architecture\u00b6","id":"architecture","level":2},{"text":"Planned Coverage\u00b6","id":"planned-coverage","level":2},{"text":"Metrics\u00b6","id":"metrics","level":2},{"text":"The two gates\u00b6","id":"the-two-gates","level":2},{"text":"Schemas\u00b6","id":"schemas","level":2},{"text":"Environment variable reference\u00b6","id":"environment-variable-reference","level":2},{"text":"CI integration\u00b6","id":"ci-integration","level":2},{"text":"Adding a new benchmark\u00b6","id":"adding-a-new-benchmark","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Seeding the GB10 baseline (follow-up)\u00b6","id":"seeding-the-gb10-baseline-follow-up","level":3},{"text":"Static thresholds (per-GPU)\u00b6","id":"static-thresholds-per-gpu","level":3},{"text":"Rolling baseline (per comparison cohort)\u00b6","id":"rolling-baseline-per-comparison-cohort","level":3},{"text":"Benchmark config (.buildkite/performance-benchmarks/tests/*.json)\u00b6","id":"benchmark-config-buildkiteperformance-benchmarkstestsjson","level":3},{"text":"Raw record (results/perf_*.json)\u00b6","id":"raw-record-resultsperf_json","level":3},{"text":"Normalized record (HF dataset, also dumped as normalized_perf_*.json)\u00b6","id":"normalized-record-hf-dataset-also-dumped-as-normalized_perf_json","level":3},{"text":"Compatibility with legacy records\u00b6","id":"compatibility-with-legacy-records","level":3}],"contributing/profiling":[{"text":"Profiling FastVideo\u00b6","id":"profiling-fastvideo","level":1},{"text":"Profiling with PyTorch\u00b6","id":"profiling-with-pytorch","level":2},{"text":"Related: Activation Trace Mode\u00b6","id":"related-activation-trace-mode","level":2},{"text":"Best Practices\u00b6","id":"best-practices","level":3}],"contributing/pull_requests":[{"text":"Contributing Via Pull Requests\u00b6","id":"contributing-via-pull-requests","level":1},{"text":"PR Title\u00b6","id":"pr-title","level":2},{"text":"Labels\u00b6","id":"labels","level":2},{"text":"CI Summary\u00b6","id":"ci-summary","level":2},{"text":"Merge Flow\u00b6","id":"merge-flow","level":2},{"text":"Running Tests On Demand\u00b6","id":"running-tests-on-demand","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Pre-commit Fails\u00b6","id":"pre-commit-fails","level":3},{"text":"PR Title Check Fails\u00b6","id":"pr-title-check-fails","level":3},{"text":"The PR Has needs-rebase\u00b6","id":"the-pr-has-needs-rebase","level":3},{"text":"Merge Gate Or Full Suite Fails\u00b6","id":"merge-gate-or-full-suite-fails","level":3}],"contributing/testing":[{"text":"Testing In FastVideo\u00b6","id":"testing-in-fastvideo","level":1},{"text":"Test Types\u00b6","id":"test-types","level":2},{"text":"Running Tests Locally\u00b6","id":"running-tests-locally","level":2},{"text":"SSIM Tests\u00b6","id":"ssim-tests","level":2},{"text":"Slurm CI Runs For SSIM\u00b6","id":"slurm-ci-runs-for-ssim","level":2},{"text":"CI Integration\u00b6","id":"ci-integration","level":2},{"text":"Directory Structure\u00b6","id":"directory-structure","level":3},{"text":"Adding An SSIM Test\u00b6","id":"adding-an-ssim-test","level":3},{"text":"Reference Videos\u00b6","id":"reference-videos","level":3},{"text":"Running SSIM Locally\u00b6","id":"running-ssim-locally","level":3},{"text":"SSIM Bootstrap Mode\u00b6","id":"ssim-bootstrap-mode","level":3},{"text":"Adding A New CI Test Category\u00b6","id":"adding-a-new-ci-test-category","level":3}],"contributing/ulysses_performance":[{"text":"Ulysses performance on GB200\u00b6","id":"ulysses-performance-on-gb200","level":1},{"text":"Long training sequences\u00b6","id":"long-training-sequences","level":2},{"text":"Validation\u00b6","id":"validation","level":2}],"design/apple_silicon_fast_mode":[{"text":"Fast mode (RIFE) \u2014 Apple Silicon\u00b6","id":"fast-mode-rife-apple-silicon","level":1},{"text":"Install\u00b6","id":"install","level":2},{"text":"Use\u00b6","id":"use","level":2},{"text":"Spatial fast mode (--fast-spatial)\u00b6","id":"spatial-fast-mode-fast-spatial","level":2},{"text":"Refine (--refine) stage-2 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Make sure you have installed VSA\u00b6","id":"0-make-sure-you-have-installed-vsa","level":3},{"text":"1. Download dataset:\u00b6","id":"1-download-dataset","level":3},{"text":"2. Configure and run distillation:\u00b6","id":"2-configure-and-run-distillation","level":3},{"text":"For DMD-only distillation:\u00b6","id":"for-dmd-only-distillation","level":4},{"text":"For DMD+VSA distillation:\u00b6","id":"for-dmdvsa-distillation","level":4}],"distillation/examples/Wan2.2-TI2V-5B-Diffusers":[{"text":"Wan2.2-TI2V-5B-Diffusers\u00b6","id":"wan22-ti2v-5b-diffusers","level":1},{"text":"Wan2.2-TI2V-5B-Diffusers Datasets\u00b6","id":"wan22-ti2v-5b-diffusers-datasets","level":2}],"distillation/examples/Wan2.2-TI2V-5B-Diffusers_Data-free":[{"text":"Wan2.2-5B Distill Example\u00b6","id":"wan22-5b-distill-example","level":1},{"text":"Additional Files\u00b6","id":"additional-files","level":2},{"text":"0. Make sure you have installed VSA\u00b6","id":"0-make-sure-you-have-installed-vsa","level":3},{"text":"Data-free Distillation\u00b6","id":"data-free-distillation","level":3}],"distillation/examples/Wan2.2-TI2V-5B-Diffusers_crush_smol":[{"text":"Wan2.2-5B Distill Example\u00b6","id":"wan22-5b-distill-example","level":1},{"text":"Additional Files\u00b6","id":"additional-files","level":2},{"text":"0. Make sure you have installed VSA\u00b6","id":"0-make-sure-you-have-installed-vsa","level":3},{"text":"1. Download dataset:\u00b6","id":"1-download-dataset","level":3},{"text":"2. Configure and run distillation:\u00b6","id":"2-configure-and-run-distillation","level":3},{"text":"For DMD-only distillation:\u00b6","id":"for-dmd-only-distillation","level":4}],"distillation/examples/examples_distillation_index":[{"text":"\ud83d\ude80 Examples\u00b6","id":"examples","level":1},{"text":"Examples\u00b6","id":"examples_1","level":2}],"examples/examples_index":[{"text":"\ud83d\udca1 Examples\u00b6","id":"examples","level":1},{"text":"Examples\u00b6","id":"examples_1","level":2}],"examples/serving":[{"text":"OpenAI-compatible serving examples\u00b6","id":"openai-compatible-serving-examples","level":1},{"text":"Wan configs\u00b6","id":"wan-configs","level":2},{"text":"Additional Files\u00b6","id":"additional-files","level":2}],"examples/train":[{"text":"Training\u00b6","id":"training","level":1},{"text":"Training Configs\u00b6","id":"training-configs","level":1},{"text":"Kandinsky5 QAD recipe (T2V, 480p)\u00b6","id":"kandinsky5-qad-recipe-t2v-480p","level":1},{"text":"Training Scenarios\u00b6","id":"training-scenarios","level":1},{"text":"ODE-Init Self-Forcing: Wan 2.1 Causal 1.3B\u00b6","id":"ode-init-self-forcing-wan-21-causal-13b","level":1},{"text":"QAD Wan2.1 MixKit Attn-QAT\u00b6","id":"qad-wan21-mixkit-attn-qat","level":1},{"text":"World-Model: Matrix-Game 2.0 I2V\u00b6","id":"world-model-matrix-game-20-i2v","level":1},{"text":"Quick Start\u00b6","id":"quick-start","level":2},{"text":"W&B Logging\u00b6","id":"wb-logging","level":2},{"text":"Directory Layout\u00b6","id":"directory-layout","level":2},{"text":"Additional Files\u00b6","id":"additional-files","level":2},{"text":"Data\u00b6","id":"data","level":2},{"text":"Train stage 1 (Attn-QAT finetune)\u00b6","id":"train-stage-1-attn-qat-finetune","level":2},{"text":"Train stage 2 (QAT-aware DMD distillation)\u00b6","id":"train-stage-2-qat-aware-dmd-distillation","level":2},{"text":"Export the stage-2 student for inference\u00b6","id":"export-the-stage-2-student-for-inference","level":2},{"text":"Inference (NVFP4 / FP8 weight quantization)\u00b6","id":"inference-nvfp4-fp8-weight-quantization","level":2},{"text":"Tests\u00b6","id":"tests","level":2},{"text":"Steps\u00b6","id":"steps","level":2},{"text":"Solaris Configs\u00b6","id":"solaris-configs","level":2},{"text":"Zelda Configs\u00b6","id":"zelda-configs","level":2},{"text":"Zelda Training Data\u00b6","id":"zelda-training-data","level":2},{"text":"Multi3D Training Data\u00b6","id":"multi3d-training-data","level":2},{"text":"World Model Validation Data\u00b6","id":"world-model-validation-data","level":2},{"text":"Usage\u00b6","id":"usage","level":2},{"text":"Single-node\u00b6","id":"single-node","level":3},{"text":"Multi-node (Slurm)\u00b6","id":"multi-node-slurm","level":3},{"text":"Overriding config values\u00b6","id":"overriding-config-values","level":3},{"text":"Resuming from a checkpoint\u00b6","id":"resuming-from-a-checkpoint","level":3},{"text":"Solaris\u00b6","id":"solaris","level":3},{"text":"Zelda\u00b6","id":"zelda","level":3}],"getting_started/installation/gpu":[{"text":"NVIDIA GPU\u00b6","id":"nvidia-gpu","level":1},{"text":"Requirements\u00b6","id":"requirements","level":2},{"text":"Set up using Python\u00b6","id":"set-up-using-python","level":2},{"text":"Set up using Docker\u00b6","id":"set-up-using-docker","level":2},{"text":"Development Environment Setup\u00b6","id":"development-environment-setup","level":2},{"text":"Hardware Requirements\u00b6","id":"hardware-requirements","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Create a new Python environment\u00b6","id":"create-a-new-python-environment","level":3},{"text":"Installation\u00b6","id":"installation","level":3},{"text":"Installation from Source\u00b6","id":"installation-from-source","level":3},{"text":"Optional Dependencies\u00b6","id":"optional-dependencies","level":3},{"text":"For Basic Inference\u00b6","id":"for-basic-inference","level":3},{"text":"For Lora Finetuning\u00b6","id":"for-lora-finetuning","level":3},{"text":"For Full Finetuning/Distillation\u00b6","id":"for-full-finetuningdistillation","level":3},{"text":"uv\u00b6","id":"uv","level":4},{"text":"Conda (alternative)\u00b6","id":"conda-alternative","level":4},{"text":"With uv (recommended)\u00b6","id":"with-uv-recommended","level":4},{"text":"With Conda environment (alternative)\u00b6","id":"with-conda-environment-alternative","level":4},{"text":"1. Clone the FastVideo repository\u00b6","id":"1-clone-the-fastvideo-repository","level":4},{"text":"2. Install FastVideo\u00b6","id":"2-install-fastvideo","level":4},{"text":"Flash Attention\u00b6","id":"flash-attention","level":4},{"text":"1. Install Miniconda (if not already installed)\u00b6","id":"1-install-miniconda-if-not-already-installed","level":5},{"text":"2. Create and activate a Conda environment for FastVideo\u00b6","id":"2-create-and-activate-a-conda-environment-for-fastvideo","level":5}],"getting_started/installation":[{"text":"\ud83d\udd27 Installation\u00b6","id":"installation","level":1},{"text":"Quick Installation\u00b6","id":"quick-installation","level":2},{"text":"Requirements\u00b6","id":"requirements","level":2},{"text":"Next Steps\u00b6","id":"next-steps","level":2},{"text":"Using uv (recommended)\u00b6","id":"using-uv-recommended","level":3},{"text":"Using Conda (alternative)\u00b6","id":"using-conda-alternative","level":3},{"text":"From source\u00b6","id":"from-source","level":3}],"getting_started/installation/mlx":[{"text":"Install FastVideo with MLX\u00b6","id":"install-fastvideo-with-mlx","level":1},{"text":"Requirements\u00b6","id":"requirements","level":2},{"text":"Install\u00b6","id":"install","level":2},{"text":"Generate a video\u00b6","id":"generate-a-video","level":2},{"text":"FastH3 V2 and Trim with INT6\u00b6","id":"fasth3-v2-and-trim-with-int6","level":2},{"text":"Hardware\u00b6","id":"hardware","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Native NVFP4 encoder and cache\u00b6","id":"native-nvfp4-encoder-and-cache","level":3},{"text":"Metal wired memory\u00b6","id":"metal-wired-memory","level":3}],"getting_started/installation/spark":[{"text":"NVIDIA DGX Spark (GB10)\u00b6","id":"nvidia-dgx-spark-gb10","level":1},{"text":"Requirements\u00b6","id":"requirements","level":2},{"text":"Install\u00b6","id":"install","level":2},{"text":"Building without a visible GPU (CI / Docker)\u00b6","id":"building-without-a-visible-gpu-ci-docker","level":2},{"text":"Verify the install\u00b6","id":"verify-the-install","level":2},{"text":"Manual build (advanced / fallback)\u00b6","id":"manual-build-advanced-fallback","level":2},{"text":"Optional: flash-attn\u00b6","id":"optional-flash-attn","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"Next: performance & tuning\u00b6","id":"next-performance-tuning","level":2},{"text":"Development Environment Setup\u00b6","id":"development-environment-setup","level":2}],"getting_started/installation/spark_pair":[{"text":"Pair two NVIDIA DGX Sparks\u00b6","id":"pair-two-nvidia-dgx-sparks","level":1},{"text":"What two Sparks buy you\u00b6","id":"what-two-sparks-buy-you","level":2},{"text":"Requirements\u00b6","id":"requirements","level":2},{"text":"1. Put IPv4 on the QSFP NICs\u00b6","id":"1-put-ipv4-on-the-qsfp-nics","level":2},{"text":"2. Start a two-node Ray cluster on the cable\u00b6","id":"2-start-a-two-node-ray-cluster-on-the-cable","level":2},{"text":"3. Generate one FastH3 clip on both GPUs\u00b6","id":"3-generate-one-fasth3-clip-on-both-gpus","level":2},{"text":"Released V2 and Trim NVFP4 stacks\u00b6","id":"released-v2-and-trim-nvfp4-stacks","level":2},{"text":"FastH3 frame counts\u00b6","id":"fasth3-frame-counts","level":2},{"text":"Measured on two GB10s (2026-08-31)\u00b6","id":"measured-on-two-gb10s-2026-08-31","level":2},{"text":"Troubleshooting\u00b6","id":"troubleshooting","level":2},{"text":"What we are not claiming\u00b6","id":"what-we-are-not-claiming","level":2}],"getting_started/installation/spark_performance":[{"text":"DGX Spark (GB10): Performance & Tuning\u00b6","id":"dgx-spark-gb10-performance-tuning","level":1},{"text":"The hardware reality (this explains everything below)\u00b6","id":"the-hardware-reality-this-explains-everything-below","level":2},{"text":"Use distilled few-step models\u00b6","id":"use-distilled-few-step-models","level":2},{"text":"bf16 VAE decode \u2014 the real lever (already on for Wan)\u00b6","id":"bf16-vae-decode-the-real-lever-already-on-for-wan","level":2},{"text":"Memory: one unified 128 GB pool\u00b6","id":"memory-one-unified-128-gb-pool","level":2},{"text":"What helps vs. what doesn't on the GB10\u00b6","id":"what-helps-vs-what-doesnt-on-the-gb10","level":2},{"text":"Running safely (don't lock the box)\u00b6","id":"running-safely-dont-lock-the-box","level":2},{"text":"Gotchas specific to the GB10\u00b6","id":"gotchas-specific-to-the-gb10","level":2},{"text":"FastH3 V2 NVFP4 on one Spark\u00b6","id":"fasth3-v2-nvfp4-on-one-spark","level":2},{"text":"Reproduce these numbers\u00b6","id":"reproduce-these-numbers","level":2},{"text":"Why linear quantization is the wrong lever on long-sequence models\u00b6","id":"why-linear-quantization-is-the-wrong-lever-on-long-sequence-models","level":3},{"text":"FP4 on the GB10 (opt-in)\u00b6","id":"fp4-on-the-gb10-opt-in","level":3},{"text":"Released model 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Export the final EMA\u00b6","id":"1-export-the-final-ema","level":2},{"text":"2. Multi-GPU inference\u00b6","id":"2-multi-gpu-inference","level":2},{"text":"3. Native FastVideo evaluation\u00b6","id":"3-native-fastvideo-evaluation","level":2},{"text":"Exact external av-benchmark backend\u00b6","id":"exact-external-av-benchmark-backend","level":2},{"text":"Evaluation protocol warning\u00b6","id":"evaluation-protocol-warning","level":2},{"text":"Additional Files\u00b6","id":"additional-files","level":2}],"inference/examples/optimizations":[{"text":"Optimization Examples\u00b6","id":"optimization-examples","level":1},{"text":"Additional Files\u00b6","id":"additional-files","level":2}],"inference/examples/prompts":[],"inference/examples/sta_mask_search":[{"text":"STA Mask Search (Archived Workflow)\u00b6","id":"sta-mask-search-archived-workflow","level":1}],"inference/fasth3-distilled":[{"text":"FastH3 distilled checkpoint schedules\u00b6","id":"fasth3-distilled-checkpoint-schedules","level":1},{"text":"Eight-forward T2AV recipe\u00b6","id":"eight-forward-t2av-recipe","level":2},{"text":"Export metadata and validation\u00b6","id":"export-metadata-and-validation","level":2},{"text":"Ref2VA PDD students\u00b6","id":"ref2va-pdd-students","level":2},{"text":"Apple Silicon\u00b6","id":"apple-silicon","level":2},{"text":"Reference-video sparsity\u00b6","id":"reference-video-sparsity","level":3},{"text":"Hardware\u00b6","id":"hardware","level":3}],"inference/fasth3_rtx_pro_6000":[{"text":"FastH3 NVFP4 on RTX PRO 6000 (sm_120)\u00b6","id":"fasth3-nvfp4-on-rtx-pro-6000-sm_120","level":1},{"text":"Results\u00b6","id":"results","level":2},{"text":"Usage\u00b6","id":"usage","level":2},{"text":"What changed\u00b6","id":"what-changed","level":2},{"text":"Per-block measurements\u00b6","id":"per-block-measurements","level":2},{"text":"What was tried and not shipped\u00b6","id":"what-was-tried-and-not-shipped","level":2},{"text":"Known limitations\u00b6","id":"known-limitations","level":2},{"text":"1. 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In Python\u00b6","id":"1-in-python","level":4},{"text":"2. In CLI\u00b6","id":"2-in-cli","level":4},{"text":"Requirements\u00b6","id":"requirements","level":4},{"text":"Installation\u00b6","id":"installation","level":4},{"text":"Usage\u00b6","id":"usage","level":4},{"text":"fp8 PV mode [target]\u00b6","id":"fp8-pv-mode-target","level":4},{"text":"Known Limitations\u00b6","id":"known-limitations","level":4},{"text":"Hardware Requirements\u00b6","id":"hardware-requirements","level":4},{"text":"Installation\u00b6","id":"installation_1","level":4}],"inference/support_matrix":[{"text":"Compatibility Matrix\u00b6","id":"compatibility-matrix","level":1},{"text":"Registered Model IDs\u00b6","id":"registered-model-ids","level":2},{"text":"Models x Optimization\u00b6","id":"models-x-optimization","level":2},{"text":"Apple Silicon native runtime\u00b6","id":"apple-silicon-native-runtime","level":2},{"text":"Canonical Supported IDs\u00b6","id":"canonical-supported-ids","level":2},{"text":"Hardware and 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