[misc]: remove DreamX World, HunyuanGameCraft, GLM-Image, LongCat, TurboDiffusion, and Z-Image
These ports were marked pending removal in #1820. Each has a newer, maintained counterpart in the repo, and their model-specific hooks leaked into shared stages, request fields, CLI args, and loaders. Remove each model's code, configs, presets, examples, converters, tests, cookbook pages, CI planner rules, and registry entries, along with the shared-code hooks only they used: - camera kwargs (GameCraft camera_states, DreamX y_camera) in the shared denoising loop - LongCat refine branches in latent preparation, the decoding crop, the --bsa-* CLI args, its train model, and third_party/longcat_video - Z-Image cfg_normalization/cfg_truncation and GameCraft/DreamX camera/action fields in SamplingParam, ForwardBatch, and the schema - the GLM-Image vision-language loader and the TurboDiffusion rCM scheduler and SLA auto-select in the train entrypoint - the Wan definition groups that only preserved DreamX detector order Removed env vars and their legacy aliases move to DEPRECATED_VARIABLES per the env-var policy. Matrix Game 2.0 stays: the new trainer's world model scenarios depend on it. The SLA and BSA attention backends stay. The TurboDiffusion int8 kernels in fastvideo-kernel are left for a separate kernel PR. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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co-authored by
Claude Opus 5.5
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@@ -1,43 +0,0 @@
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# Run with:
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# fastvideo generate --config scripts/inference/inference_longcat.yaml
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generator:
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model_path: FastVideo/LongCat-Video-T2V-Diffusers
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engine:
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num_gpus: 1
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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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text_encoder: false
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vae: false
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pin_cpu_memory: false
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pipeline:
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experimental:
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enable_bsa: false
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request:
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prompt: >-
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In a realistic photography style, a white boy around seven or eight years
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old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
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white sneakers. He holds an ice cream cone with vanilla and chocolate
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flavors, and beside him is a medium-sized golden Labrador. Smiling, the
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boy offers the ice cream to the dog, who eagerly licks it with its tongue.
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The sun is shining brightly, and the background features a green lawn and
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several tall trees, creating a warm and loving scene.
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negative_prompt: >-
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Bright tones, overexposed, static, blurred details, subtitles, style,
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works, paintings, images, static, overall gray, worst quality, low
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quality, JPEG compression residue, ugly, incomplete, extra fingers,
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poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
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limbs, fused fingers, still picture, messy background, three legs, many
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people in the background, walking backwards
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sampling:
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seed: 42
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num_frames: 93
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height: 480
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width: 832
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fps: 15
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num_inference_steps: 50
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guidance_scale: 4.0
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output:
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output_path: outputs_video/longcat_t2v
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@@ -1,44 +0,0 @@
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# Run with:
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# fastvideo generate --config scripts/inference/inference_longcat_distill.yaml
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generator:
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model_path: FastVideo/LongCat-Video-T2V-Diffusers
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engine:
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num_gpus: 1
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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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pin_cpu_memory: false
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pipeline:
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components:
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lora_path: FastVideo/LongCat-Video-T2V-Distilled-LoRA
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experimental:
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enable_bsa: false
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lora_nickname: distilled
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request:
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prompt: >-
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In a realistic photography style, a white boy around seven or eight years
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old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
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white sneakers. He holds an ice cream cone with vanilla and chocolate
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flavors, and beside him is a medium-sized golden Labrador. Smiling, the
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boy offers the ice cream to the dog, who eagerly licks it with its tongue.
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The sun is shining brightly, and the background features a green lawn and
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several tall trees, creating a warm and loving scene.
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negative_prompt: >-
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Bright tones, overexposed, static, blurred details, subtitles, style,
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works, paintings, images, static, overall gray, worst quality, low
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quality, JPEG compression residue, ugly, incomplete, extra fingers,
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poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
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limbs, fused fingers, still picture, messy background, three legs, many
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people in the background, walking backwards
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sampling:
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seed: 42
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num_frames: 93
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height: 480
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width: 832
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fps: 15
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num_inference_steps: 16
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guidance_scale: 1.0
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output:
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output_path: outputs_video/longcat_distill
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@@ -1,42 +0,0 @@
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# Run with:
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# fastvideo generate --config scripts/inference/inference_longcat_i2v.yaml
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generator:
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model_path: FastVideo/LongCat-Video-I2V-Diffusers
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engine:
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num_gpus: 1
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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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pin_cpu_memory: false
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pipeline:
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workload_type: i2v
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experimental:
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enable_bsa: false
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request:
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prompt: >-
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A woman sits at a wooden table by the window in a cozy café. She reaches
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out with her right hand, picks up the white coffee cup from the saucer,
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and gently brings it to her lips to take a sip. After drinking, she places
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the cup back on the table and looks out the window, enjoying the peaceful
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atmosphere.
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negative_prompt: >-
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Bright tones, overexposed, static, blurred details, subtitles, style,
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works, paintings, images, static, overall gray, worst quality, low
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quality, JPEG compression residue, ugly, incomplete, extra fingers,
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poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
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limbs, fused fingers, still picture, messy background, three legs, many
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people in the background, walking backwards
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inputs:
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image_path: assets/girl.png
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sampling:
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seed: 42
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num_frames: 93
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height: 480
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width: 480
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fps: 15
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num_inference_steps: 50
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guidance_scale: 4.0
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output:
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output_path: outputs_video/longcat_i2v
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@@ -1,51 +0,0 @@
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# Run with:
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# fastvideo generate --config scripts/inference/inference_longcat_refine_fromvideo.yaml
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generator:
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model_path: FastVideo/LongCat-Video-T2V-Diffusers
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engine:
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num_gpus: 1
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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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pin_cpu_memory: false
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pipeline:
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components:
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lora_path: FastVideo/LongCat-Video-T2V-Refinement-LoRA
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experimental:
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enable_bsa: true
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bsa_sparsity: 0.875
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bsa_chunk_q: [4, 4, 8]
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bsa_chunk_k: [4, 4, 8]
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lora_nickname: refinement
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request:
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prompt: >-
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In a realistic photography style, a white boy around seven or eight years
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old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
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white sneakers. He holds an ice cream cone with vanilla and chocolate
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flavors, and beside him is a medium-sized golden Labrador. Smiling, the
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boy offers the ice cream to the dog, who eagerly licks it with its tongue.
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The sun is shining brightly, and the background features a green lawn and
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several tall trees, creating a warm and loving scene.
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negative_prompt: >-
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Bright tones, overexposed, static, blurred details, subtitles, style,
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works, paintings, images, static, overall gray, worst quality, low
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quality, JPEG compression residue, ugly, incomplete, extra fingers,
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poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
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limbs, fused fingers, still picture, messy background, three legs, many
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people in the background, walking backwards
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inputs:
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refine_from: outputs_video/longcat_distill/In a realistic photography style, a white boy around seven or eight years old sits on a park bench,.mp4
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sampling:
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seed: 42
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height: 720
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width: 1280
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fps: 30
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num_inference_steps: 50
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guidance_scale: 1.0
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extensions:
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t_thresh: 0.5
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spatial_refine_only: false
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num_cond_frames: 0
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output:
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output_path: outputs_video/longcat_refine_720p
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@@ -1,43 +0,0 @@
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# Run with:
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# fastvideo generate --config scripts/inference/inference_longcat_vc.yaml
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generator:
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model_path: FastVideo/LongCat-Video-VC-Diffusers
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engine:
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num_gpus: 1
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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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pin_cpu_memory: false
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pipeline:
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experimental:
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enable_bsa: false
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request:
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prompt: >-
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A person rides a motorcycle along a long, straight road that stretches
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between a body of water and a forested hillside. The rider steadily
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accelerates, keeping the motorcycle centered between the guardrails, while
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the scenery passes by on both sides. The video captures the journey from
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the rider's perspective, emphasizing the sense of motion and adventure.
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negative_prompt: >-
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Bright tones, overexposed, static, blurred details, subtitles, style,
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works, paintings, images, static, overall gray, worst quality, low
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quality, JPEG compression residue, ugly, incomplete, extra fingers,
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poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
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limbs, fused fingers, still picture, messy background, three legs, many
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people in the background, walking backwards
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inputs:
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video_path: assets/motorcycle.mp4
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sampling:
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seed: 42
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num_frames: 93
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height: 480
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width: 832
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fps: 15
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num_inference_steps: 50
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guidance_scale: 4.0
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extensions:
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num_cond_frames: 13
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output:
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output_path: outputs_video/longcat_vc
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