# English optimization

VideoChat-Flash-2B is a multimodal model built upon UMT-L (300M) and Qwen2.5-1.5B, supporting video-to-text tasks with only 16 tokens per frame and extending the context window to 128k.

An efficient and stable text generation model fine-tuned based on an excellent base model, providing high-quality text generation services

Gemma is a lightweight open-source large language model launched by Google, built with the same technology as Gemini, suitable for text generation tasks.

A 7B-parameter large language model based on the Mistral architecture, utilizing SLERP fusion technology to merge weights from multiple high-performance models