AlayaLab/AlayaWorld-v1.1-stage3

Model

AlayaWorld v1.1 — Stage3 Few-Step Student (DMD LoRA)

1

8 commits

2 linked in READMEs

updated Aug 20, 2026

See the code

README

AlayaWorld v1.1 — Stage3 Few-Step Student (DMD LoRA)

4-step DMD-distilled student of AlayaWorld (real-time inference). LoRA on top of the stage2b AR teacher; LTX-2 Community License.

FileSizeContent
lora.safetensors2.5 GBgenerator LoRA (rank 256)
history_encoder.pt33 MBcompressed frame-history encoder

Usage — with AlayaLab/AlayaWorld:

paths:
  resume_checkpoint: <stage2b download dir>            # teacher base
  dmd_resume:        <this repo download dir>          # lora.safetensors
  history_encoder:   <this repo download dir>/history_encoder.pt

Run: VALIDATE_ONLY=1 CONFIG_PATH=configs/infer_i2v_camera.yaml bash scripts/finetune/train.sh

Reports: intro · full · v1.1

alayaworld
diffusers
distillation
image-to-video
lora
video-generation
world-model

AlayaLab/AlayaWorld-v1.1-stage3

Model

AlayaWorld v1.1 — Stage3 Few-Step Student (DMD LoRA)

1

8 commits

2 linked in READMEs

updated Aug 20, 2026

See the code

README

AlayaWorld v1.1 — Stage3 Few-Step Student (DMD LoRA)

4-step DMD-distilled student of AlayaWorld (real-time inference). LoRA on top of the stage2b AR teacher; LTX-2 Community License.

FileSizeContent
lora.safetensors2.5 GBgenerator LoRA (rank 256)
history_encoder.pt33 MBcompressed frame-history encoder

Usage — with AlayaLab/AlayaWorld:

paths:
  resume_checkpoint: <stage2b download dir>            # teacher base
  dmd_resume:        <this repo download dir>          # lora.safetensors
  history_encoder:   <this repo download dir>/history_encoder.pt

Run: VALIDATE_ONLY=1 CONFIG_PATH=configs/infer_i2v_camera.yaml bash scripts/finetune/train.sh

Reports: intro · full · v1.1

alayaworld
diffusers
distillation
image-to-video
lora
video-generation
world-model