---
title: Singularity vs Standard H3
emoji: ⛵
colorFrom: blue
colorTo: green
sdk: static
app_file: index.html
pinned: false
---

Same-prompt comparison of Singularity v1.3 and original MiniMax-H3 Ref2VA, both with the four-step Turbo adapter.

1344×768, 24 fps, 124 frames, seed 42. Rendered locally with ComfyUI on AMD Radeon 8060S using Comfy Kitchen HIP INT8 attention.

Models: [Singularity](https://huggingface.co/WarmBloodAban/Minimax-h3_Singularity), [original H3 repackaged by Comfy](https://huggingface.co/Comfy-Org/MiniMax-H3), [Turbo adapter](https://huggingface.co/lightx2v/Minimax-h3-Turbo).

Both checkpoints use pruned INT8 weights, the same text encoder and VAEs, Euler/simple sampling, and video/audio sigma shifts 12/3. This compares checkpoints under Turbo sampling, not their maximum non-Turbo quality. One prompt and seed cannot establish general model quality.

Includes a vertically stacked comparison with generation times and shared settings embedded in the video, plus a horizontal comparison and both original clips with audio.