[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>
This commit is contained in:
SolitaryThinker
2026-10-06 22:40:54 +00:00
co-authored by Claude Opus 5.5
parent 02a027c49f
commit d692d1cc3b
236 changed files with 243 additions and 29701 deletions
-43
View File
@@ -1,43 +0,0 @@
# Run with:
# fastvideo generate --config scripts/inference/inference_longcat.yaml
generator:
model_path: FastVideo/LongCat-Video-T2V-Diffusers
engine:
num_gpus: 1
parallelism:
tp_size: 1
sp_size: 1
offload:
dit: false
text_encoder: false
vae: false
pin_cpu_memory: false
pipeline:
experimental:
enable_bsa: false
request:
prompt: >-
In a realistic photography style, a white boy around seven or eight years
old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
white sneakers. He holds an ice cream cone with vanilla and chocolate
flavors, and beside him is a medium-sized golden Labrador. Smiling, the
boy offers the ice cream to the dog, who eagerly licks it with its tongue.
The sun is shining brightly, and the background features a green lawn and
several tall trees, creating a warm and loving scene.
negative_prompt: >-
Bright tones, overexposed, static, blurred details, subtitles, style,
works, paintings, images, static, overall gray, worst quality, low
quality, JPEG compression residue, ugly, incomplete, extra fingers,
poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
limbs, fused fingers, still picture, messy background, three legs, many
people in the background, walking backwards
sampling:
seed: 42
num_frames: 93
height: 480
width: 832
fps: 15
num_inference_steps: 50
guidance_scale: 4.0
output:
output_path: outputs_video/longcat_t2v
@@ -1,44 +0,0 @@
# Run with:
# fastvideo generate --config scripts/inference/inference_longcat_distill.yaml
generator:
model_path: FastVideo/LongCat-Video-T2V-Diffusers
engine:
num_gpus: 1
parallelism:
tp_size: 1
sp_size: 1
offload:
dit: false
pin_cpu_memory: false
pipeline:
components:
lora_path: FastVideo/LongCat-Video-T2V-Distilled-LoRA
experimental:
enable_bsa: false
lora_nickname: distilled
request:
prompt: >-
In a realistic photography style, a white boy around seven or eight years
old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
white sneakers. He holds an ice cream cone with vanilla and chocolate
flavors, and beside him is a medium-sized golden Labrador. Smiling, the
boy offers the ice cream to the dog, who eagerly licks it with its tongue.
The sun is shining brightly, and the background features a green lawn and
several tall trees, creating a warm and loving scene.
negative_prompt: >-
Bright tones, overexposed, static, blurred details, subtitles, style,
works, paintings, images, static, overall gray, worst quality, low
quality, JPEG compression residue, ugly, incomplete, extra fingers,
poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
limbs, fused fingers, still picture, messy background, three legs, many
people in the background, walking backwards
sampling:
seed: 42
num_frames: 93
height: 480
width: 832
fps: 15
num_inference_steps: 16
guidance_scale: 1.0
output:
output_path: outputs_video/longcat_distill
@@ -1,42 +0,0 @@
# Run with:
# fastvideo generate --config scripts/inference/inference_longcat_i2v.yaml
generator:
model_path: FastVideo/LongCat-Video-I2V-Diffusers
engine:
num_gpus: 1
parallelism:
tp_size: 1
sp_size: 1
offload:
dit: false
pin_cpu_memory: false
pipeline:
workload_type: i2v
experimental:
enable_bsa: false
request:
prompt: >-
A woman sits at a wooden table by the window in a cozy café. She reaches
out with her right hand, picks up the white coffee cup from the saucer,
and gently brings it to her lips to take a sip. After drinking, she places
the cup back on the table and looks out the window, enjoying the peaceful
atmosphere.
negative_prompt: >-
Bright tones, overexposed, static, blurred details, subtitles, style,
works, paintings, images, static, overall gray, worst quality, low
quality, JPEG compression residue, ugly, incomplete, extra fingers,
poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
limbs, fused fingers, still picture, messy background, three legs, many
people in the background, walking backwards
inputs:
image_path: assets/girl.png
sampling:
seed: 42
num_frames: 93
height: 480
width: 480
fps: 15
num_inference_steps: 50
guidance_scale: 4.0
output:
output_path: outputs_video/longcat_i2v
@@ -1,51 +0,0 @@
# Run with:
# fastvideo generate --config scripts/inference/inference_longcat_refine_fromvideo.yaml
generator:
model_path: FastVideo/LongCat-Video-T2V-Diffusers
engine:
num_gpus: 1
parallelism:
tp_size: 1
sp_size: 1
offload:
pin_cpu_memory: false
pipeline:
components:
lora_path: FastVideo/LongCat-Video-T2V-Refinement-LoRA
experimental:
enable_bsa: true
bsa_sparsity: 0.875
bsa_chunk_q: [4, 4, 8]
bsa_chunk_k: [4, 4, 8]
lora_nickname: refinement
request:
prompt: >-
In a realistic photography style, a white boy around seven or eight years
old sits on a park bench, wearing a light blue T-shirt, denim shorts, and
white sneakers. He holds an ice cream cone with vanilla and chocolate
flavors, and beside him is a medium-sized golden Labrador. Smiling, the
boy offers the ice cream to the dog, who eagerly licks it with its tongue.
The sun is shining brightly, and the background features a green lawn and
several tall trees, creating a warm and loving scene.
negative_prompt: >-
Bright tones, overexposed, static, blurred details, subtitles, style,
works, paintings, images, static, overall gray, worst quality, low
quality, JPEG compression residue, ugly, incomplete, extra fingers,
poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
limbs, fused fingers, still picture, messy background, three legs, many
people in the background, walking backwards
inputs:
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
sampling:
seed: 42
height: 720
width: 1280
fps: 30
num_inference_steps: 50
guidance_scale: 1.0
extensions:
t_thresh: 0.5
spatial_refine_only: false
num_cond_frames: 0
output:
output_path: outputs_video/longcat_refine_720p
@@ -1,43 +0,0 @@
# Run with:
# fastvideo generate --config scripts/inference/inference_longcat_vc.yaml
generator:
model_path: FastVideo/LongCat-Video-VC-Diffusers
engine:
num_gpus: 1
parallelism:
tp_size: 1
sp_size: 1
offload:
dit: false
pin_cpu_memory: false
pipeline:
experimental:
enable_bsa: false
request:
prompt: >-
A person rides a motorcycle along a long, straight road that stretches
between a body of water and a forested hillside. The rider steadily
accelerates, keeping the motorcycle centered between the guardrails, while
the scenery passes by on both sides. The video captures the journey from
the rider's perspective, emphasizing the sense of motion and adventure.
negative_prompt: >-
Bright tones, overexposed, static, blurred details, subtitles, style,
works, paintings, images, static, overall gray, worst quality, low
quality, JPEG compression residue, ugly, incomplete, extra fingers,
poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen
limbs, fused fingers, still picture, messy background, three legs, many
people in the background, walking backwards
inputs:
video_path: assets/motorcycle.mp4
sampling:
seed: 42
num_frames: 93
height: 480
width: 832
fps: 15
num_inference_steps: 50
guidance_scale: 4.0
extensions:
num_cond_frames: 13
output:
output_path: outputs_video/longcat_vc