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matrixgame2

fastvideo.configs.pipelines.matrixgame2.DiTConfig

DiTConfig(arch_config: DiTArchConfig = DiTArchConfig(), prefix: str = '', quant_config: QuantizationConfig | None = None, *, _resolved_attention_backend: AttentionBackendEnum | None = None)

fastvideo.configs.pipelines.matrixgame2.DiTConfig.add_cli_args

add_cli_args(parser: Any, prefix: str = 'dit-config') -> Any

Add CLI arguments for DiTConfig fields

fastvideo.configs.pipelines.matrixgame2.EncoderConfig

EncoderConfig(arch_config: ArchConfig = EncoderArchConfig(), prefix: str = '', quant_config: QuantizationConfig | None = None, lora_config: Any | None = None, *, _resolved_attention_backend: AttentionBackendEnum | None = None)

fastvideo.configs.pipelines.matrixgame2.MatrixGame2WanVideoConfig

MatrixGame2WanVideoConfig(arch_config: MatrixGame2WanVideoArchConfig = MatrixGame2WanVideoArchConfig(), prefix: str = 'Wan', quant_config: QuantizationConfig | None = None, _compile_conditions: list = (lambda: [_is_transformer_block])(), *, _resolved_attention_backend: AttentionBackendEnum | None = None)

fastvideo.configs.pipelines.matrixgame2.WAN2_1ControlCLIPVisionConfig

WAN2_1ControlCLIPVisionConfig(arch_config: ImageEncoderArchConfig = CLIPVisionArchConfig(), prefix: str = 'clip', quant_config: QuantizationConfig | None = None, lora_config: Any | None = None, num_hidden_layers_override: int | None = 31, require_post_norm: bool | None = False, enable_scale: bool = False, is_causal: bool = False, *, _resolved_attention_backend: AttentionBackendEnum | None = None)

fastvideo.configs.pipelines.matrixgame2.WanI2V480PConfig

WanI2V480PConfig(model_path: str = '', pipeline_config_path: str | None = None, embedded_cfg_scale: float = 6.0, flow_shift: float | None = 3.0, flow_shift_sr: float | None = None, disable_autocast: bool = False, scheduler_step_in_fp32: bool = False, is_causal: bool = False, dit_config: DiTConfig = WanVideoConfig(), dit_precision: str = 'bf16', upsampler_config: UpsamplerConfig = UpsamplerConfig(), upsampler_precision: str = 'fp32', vae_config: VAEConfig = WanVAEConfig(), vae_precision: str = 'fp32', vae_decode_precision: str = 'bf16', vae_tiling: bool = False, vae_sp: bool = False, image_encoder_config: EncoderConfig = CLIPVisionConfig(), image_encoder_precision: str = 'fp32', image_encoder_configs: tuple[EncoderConfig, ...] | None = None, image_encoder_precisions: tuple[str, ...] | None = None, text_encoder_configs: tuple[EncoderConfig, ...] = (lambda: (T5Config(),))(), text_encoder_precisions: tuple[str, ...] = (lambda: ('fp32',))(), preprocess_text_funcs: tuple[Callable[[str], str], ...] = (lambda: (preprocess_text,))(), postprocess_text_funcs: tuple[Callable[[BaseEncoderOutput], torch.Tensor], ...] = (lambda: (t5_postprocess_text,))(), dmd_denoising_steps: list[int] | None = None, ti2v_task: bool = False, lucy_edit_task: bool = False, boundary_ratio: float | None = None, precision: str = 'bf16', warp_denoising_step: bool = True)

Base configuration for Wan I2V 14B 480P pipeline architecture.

fastvideo.configs.pipelines.matrixgame2.MatrixGame2BaseI2V480PConfig

MatrixGame2BaseI2V480PConfig(model_path: str = '', pipeline_config_path: str | None = None, embedded_cfg_scale: float = 6.0, flow_shift: float | None = 5.0, flow_shift_sr: float | None = None, disable_autocast: bool = False, scheduler_step_in_fp32: bool = False, is_causal: bool = False, dit_config: DiTConfig = MatrixGame2WanVideoConfig(), dit_precision: str = 'bf16', upsampler_config: UpsamplerConfig = UpsamplerConfig(), upsampler_precision: str = 'fp32', vae_config: VAEConfig = WanVAEConfig(), vae_precision: str = 'fp32', vae_decode_precision: str = 'bf16', vae_tiling: bool = False, vae_sp: bool = False, image_encoder_config: EncoderConfig = CLIPVisionConfig(), image_encoder_precision: str = 'fp32', image_encoder_configs: tuple[EncoderConfig, ...] | None = None, image_encoder_precisions: tuple[str, ...] | None = None, text_encoder_configs: tuple[EncoderConfig, ...] = (lambda: (T5Config(),))(), text_encoder_precisions: tuple[str, ...] = (lambda: ('fp32',))(), preprocess_text_funcs: tuple[Callable[[str], str], ...] = (lambda: (preprocess_text,))(), postprocess_text_funcs: tuple[Callable[[BaseEncoderOutput], torch.Tensor], ...] = (lambda: (t5_postprocess_text,))(), dmd_denoising_steps: list[int] | None = None, ti2v_task: bool = False, lucy_edit_task: bool = False, boundary_ratio: float | None = None, precision: str = 'bf16', warp_denoising_step: bool = True)
Source
@dataclass
class MatrixGame2BaseI2V480PConfig(WanI2V480PConfig):
    dit_config: DiTConfig = field(default_factory=MatrixGame2WanVideoConfig)
    flow_shift: float | None = 5.0

fastvideo.configs.pipelines.matrixgame2.MatrixGame2I2V480PConfig

MatrixGame2I2V480PConfig(model_path: str = '', pipeline_config_path: str | None = None, embedded_cfg_scale: float = 6.0, flow_shift: float | None = 5.0, flow_shift_sr: float | None = None, disable_autocast: bool = False, scheduler_step_in_fp32: bool = False, is_causal: bool = True, dit_config: DiTConfig = MatrixGame2WanVideoConfig(), dit_precision: str = 'bf16', upsampler_config: UpsamplerConfig = UpsamplerConfig(), upsampler_precision: str = 'fp32', vae_config: VAEConfig = WanVAEConfig(), vae_precision: str = 'fp32', vae_decode_precision: str = 'bf16', vae_tiling: bool = False, vae_sp: bool = False, image_encoder_config: EncoderConfig = WAN2_1ControlCLIPVisionConfig(), image_encoder_precision: str = 'fp32', image_encoder_configs: tuple[EncoderConfig, ...] | None = None, image_encoder_precisions: tuple[str, ...] | None = None, text_encoder_configs: tuple[EncoderConfig, ...] = (lambda: (T5Config(),))(), text_encoder_precisions: tuple[str, ...] = (lambda: ('fp32',))(), preprocess_text_funcs: tuple[Callable[[str], str], ...] = (lambda: (preprocess_text,))(), postprocess_text_funcs: tuple[Callable[[BaseEncoderOutput], torch.Tensor], ...] = (lambda: (t5_postprocess_text,))(), dmd_denoising_steps: list[int] | None = (lambda: [1000, 666, 333])(), ti2v_task: bool = False, lucy_edit_task: bool = False, boundary_ratio: float | None = None, precision: str = 'bf16', warp_denoising_step: bool = True, context_noise: int = 0, num_frames_per_block: int = 3)
Source
@dataclass
class MatrixGame2I2V480PConfig(WanI2V480PConfig):
    dit_config: DiTConfig = field(default_factory=MatrixGame2WanVideoConfig)
    image_encoder_config: EncoderConfig = field(default_factory=WAN2_1ControlCLIPVisionConfig)
    is_causal: bool = True
    flow_shift: float | None = 5.0
    dmd_denoising_steps: list[int] | None = field(default_factory=lambda: [1000, 666, 333])
    warp_denoising_step: bool = True
    context_noise: int = 0
    num_frames_per_block: int = 3

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