376e445f0e
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com> Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
84 lines
3.0 KiB
YAML
84 lines
3.0 KiB
YAML
# FastH3 OmniRef (Ref2VA) on one DGX Spark (GB10, unified memory): the full NVFP4 stack, one clip per prompt.
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#
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# Point model_path at a composed OmniRef model directory: the distilled
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# transformer_ref export (with its packed nvfp4_weights.safetensors) symlinked
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# together with base MiniMax-H3's text_encoder, tokenizer, processor, vae and
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# audio_vae. examples/inference/basic/basic_fasth3_omniref_pdd.py builds that
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# directory and runs the same stack with --profile spark.
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#
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# The contract in the export's fastvideo_inference.json fixes the attention
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# backend, the VSA tile size and the eight-forward PDD partition; the run only
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# picks the device's offload policy and its environment:
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#
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# GB10: everything stays resident; cuDNN mm_fp4 and the dense batched decoder.
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# FASTVIDEO_ATTENTION_BACKEND=VIDEO_SPARSE_ATTN_H3 \
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# FASTVIDEO_H3_VSA_FP4=1 FASTVIDEO_H3_VSA_FP4_PREFIX=fp8 \
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# FASTVIDEO_H3_VSA_FP4_TWO_LEVEL_P=1 FASTVIDEO_H3_VSA_FP4_K_SMOOTH=1 \
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# FASTVIDEO_H3_GATE_CHUNK_ROWS=8192 \
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# FASTVIDEO_ULYSSES_A2A=auto FASTVIDEO_MINIMAX_H3_EXACT_KERNELS=all \
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# FASTVIDEO_H3_VSA_HEADS_FIRST_TILE=1 FASTVIDEO_H3_VAE_TILE_PARALLEL=1 \
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# FASTVIDEO_H3_REF2VA_MEMO_ENTRIES=16 \
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# FASTVIDEO_MINIMAX_H3_FUSIONS=all \
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# FASTVIDEO_VSA_TRITON=1 FASTVIDEO_VSA_PTX_BLACKWELL=0 FASTVIDEO_FA4=0 \
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# FASTVIDEO_H3_ADALN_TABLE=/path/to/adaln_table.pt \
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# FASTVIDEO_H3_VAE_NVFP4_DECODER=/path/to/decoder-nvfp4.safetensors \
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# FASTVIDEO_NVFP4_MM_BACKEND=cudnn FASTVIDEO_NVFP4_MM_ROW_SPLIT=table \
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# FASTVIDEO_H3_VAE_TILE_BATCH=12 FASTVIDEO_H3_VAE_INT8_OVERLAY=0 \
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# fastvideo generate --config examples/inference/basic/basic_fasth3_omniref_spark.yaml
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#
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# See docs/inference/fasth3_omniref.md.
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generator:
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model_path: ./FastH3-OmniRef-Composed
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engine:
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num_gpus: 1
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use_fsdp_inference: false
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quantization:
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transformer_quant: NVFP4
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layer_profile: h3_dit_vsa
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parallelism:
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tp_size: 1
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sp_size: 1
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offload:
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dit: false
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dit_layerwise: false
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text_encoder: false
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image_encoder: false
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vae: false
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pin_cpu_memory: false
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lazy_module_load: false
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pipeline:
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workload_type: i2v
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components:
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override_pipeline_cls_name: MiniMaxH3Ref2VAModularPipeline
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experimental:
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attention_backend: VIDEO_SPARSE_ATTN_H3
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h3_vsa_fp4:
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enabled: true
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prefix_precision: fp8
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two_level_p: true
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smooth_k: true
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video_decode_backend: h3-vae
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h3_sequential_load: false
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request:
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prompt: >-
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A person on a sofa, lit by a warm lamp, speaking to camera.
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negative_prompt: ""
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inputs:
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references:
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# Ordered: the clip is conditioned on these. Replace with your own media.
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- source: assets/images/couple.jpg
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media_type: image
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sampling:
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seed: 1234
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height: 480
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width: 832
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num_frames: 124
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fps: 24
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num_inference_steps: 8 # eight fused PDD blocks; the contract sets it
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guidance_scale: 1.0
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batch_cfg: false
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output:
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output_path: outputs/basic_fasth3_omniref_spark/
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save_video: true
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return_frames: false
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