WarmBloodAban/Minimax-h3_Singularity

image-to-video model by WarmBloodAban

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Minimax-h3Singularity V2 INT8 builds on V1 with expanded action coverage, stronger prompt adherence, a fix for audio reference conditioning, and enhanced visual style rendering. Clearly describe the subject, action, environment, camera movement, and intended visual style. Keep instructions consistent and prioritize the details that matter most. Include style keywords that match your desired result. Examples: Recommended prompt length: within approximately 5,000 characters. This is a practical recommendation, not a target to fill. Shorter, well-structured prompts are welcome; avoid unnecessary details, repetition, and conflicting style instructions. Minimax-h3Singularity is a comprehensive fine-tuned fusion model designed to enhance the capabilities of MiniMax-H3. As a versatile multimodal video generation model, it supports Text-to-Video (T2V), Image-to-Video (I2V), Reference-to-Video (Ref2V), and Video-to-Video (V2V) workflows within ComfyUI. Built upon a strategic fusion of key checkpoints, including ref, fl, and b25-49, the model underwent extensive high-step fine-tuning. To preserve the original model's foundational strengths and broad generalization while…

WarmBloodAban/Minimax-h3_Singularity on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. 🚀 V2 INT8 — Latest Update
  2. ✨ What's New in V2
  3. 💡 Recommended Prompting for V2
  4. Minimax-h3Singularity
  5. 📖 Model Overview
  6. ✨ Key Improvements & Features
  7. 🎬 Showcase
  8. 💡 Usage Guide
  9. Multimodal Pipeline Support
  10. 📝 Prompt Recommendations for V2
  11. 🎨 Example Style Prompts
  12. 🎵 Audio Reference

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

WarmBloodAban/Minimax-h3_Singularity is a image-to-video model repository published by WarmBloodAban on Hugging Face. The source reports the minimax-h3 library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
image-to-video
Library
minimax-h3
Recent downloads (30 days)
983,299
Cumulative likes
948
Hugging Face trending score
62
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-09-05T18:51:01.000Z
Last modified
2026-10-23T15:20:56.000Z

Compatibility and lineage

Reported languages: en, zh

Reported base models: MiniMaxAI/MiniMax-H3

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Model card and usage instructions

Model files and configuration

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-31T06:49:10.134Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

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