veomni-new-model

What problem does it solve?

Facilitates the process of adding support for new models into the VeOmni framework, simplifying model analysis, patch creation, configuration, and testing.

Core Features & Use Cases

• Model Analysis: Guides users through analyzing HuggingFace models and determining the integration scope.
• Patch Development: Assists in creating model patches with proper attention mechanisms, parallelism, and registration.
• Config and Training Setup: Simplifies writing configuration files for training and validation.
• Testing and Validation: Provides steps for creating toy tests and verifying successful model loading and inference.
• Use Case: Data scientists can rapidly prototype and incorporate a new vision-language model into VeOmni, ensuring compatibility and performance.

Quick Start

Use this skill to analyze a new HuggingFace model, generate patches, write configs, and run initial tests without manual coding.