Wan-AI/Wan2.2-TI2V-5B-Diffusers
provider: huggingface
license: apache-2.0
notes: Unified Wan 2.2 TI2V 5B Diffusers checkpoint. Supports both text-to-video and image-to-video at 720p/24fps. AbstractVision runs it locally through the MLX-Gen Wan runtime on Apple Silicon; the full Diffusers snapshot remains cataloged as a fallback artifact.
downloads:
  - wan2.2-ti2v-5b  engine=mlx-gen  target=mlx  bits=8  repo=AbstractFramework/wan2.2-ti2v-5b-diffusers-8bit  source=abstractframework-mlx-gen
      notes: AbstractFramework MLX-Gen prepared 8-bit folder for the unified Wan 2.2 TI2V 5B checkpoint. Supports both text-to-video and image-to-video.
  - wan2.2-ti2v-5b  engine=mlx-gen  target=mlx  bits=16  repo=AbstractFramework/wan2.2-ti2v-5b-diffusers-bf16  source=abstractframework-mlx-gen
      notes: AbstractFramework MLX-Gen prepared BF16 folder for the unified Wan 2.2 TI2V 5B checkpoint. Supports both text-to-video and image-to-video.
  - wan2.2-ti2v-5b  engine=mlx-gen  target=mlx  bits=16  repo=Wan-AI/Wan2.2-TI2V-5B-Diffusers  source=official
      notes: Official Wan TI2V snapshot consumed by MLX-Gen 0.18.7+ for both text-to-video and image-to-video. This is not a prepared q4/q8 folder.
  - wan2.2-ti2v-5b  engine=diffusers  target=diffusers  bits=16  repo=Wan-AI/Wan2.2-TI2V-5B-Diffusers  source=official
      notes: Official Diffusers snapshot for the unified Wan 2.2 TI2V 5B checkpoint.
tasks:
  - image_to_video
      requires: {"backend": "mlx-gen", "min_runtime_version": "0.18.7"}
      required params: image
      optional params: fps, guidance_scale, height, negative_prompt, num_frames, prompt, seed, steps, width
      defaults: fps=24, guidance_scale=5.0, num_frames=121, steps=50
  - text_to_video
      requires: {"backend": "mlx-gen", "min_runtime_version": "0.18.7"}
      required params: prompt
      optional params: flow_shift, fps, guidance_scale, height, negative_prompt, num_frames, seed, steps, width
      defaults: flow_shift=5.0, fps=24, guidance_scale=5.0, num_frames=121, steps=50
runtime routes:
  - AbstractFramework/wan2.2-ti2v-5b-diffusers-8bit
      task: image_to_video
        supports_lora: True
        lora_status: validated
        lora_target_roles: transformer
        lora_validation_profile: lora_wan_ti2v5b_q8_crushit_i2v_2026_06_11
      task: text_to_video
        supports_lora: True
        lora_status: validated
        lora_target_roles: transformer
        lora_validation_profile: lora_wan_ti2v5b_q8_hstoric_t2v_2026_06_11
  - Wan-AI/Wan2.2-TI2V-5B-Diffusers
      task: image_to_video
        supports_lora: True
        lora_status: mapped-unvalidated
        lora_target_roles: transformer
      task: text_to_video
        supports_lora: True
        lora_status: mapped-unvalidated
        lora_target_roles: transformer