30 Latest AI Open Source Projects of the Week(2025.1.20-2025.1.26)
Explore the latest AI open-source models and frameworks (Jan 20-26, 2025), including cutting-edge projects like Art v0, ScribeAgent, XiYan-SQL, and more.
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I’m sharing some interesting AI open-source models and frameworks from this week (2025.1.20-2025.1.26).
A total of 30 AI open-source projects.
Project: Art v0
Auto-Regressive Thinker (Art) v0 3B is the first model in the Art series, fine-tuned based on Qwen/Qwen2.5-3B-Instruct and trained using a dedicated dataset generated by Gemini 2.0 Flash Thinking.
The model uses a Transformer architecture, has 3B parameters, and focuses on enhancing reasoning abilities.
https://huggingface.co/AGI-0/Art-v0-3B
Project: ScribeAgent
The ScribeAgent project aims to fine-tune large language models (LLM) into specialized web agents by using production-scale workflow data.
This project fine-tunes using the publicly available Scribe dataset to improve the specialization capabilities of web agents.
The project provides code for data preprocessing, fine-tuning open-source LLMs, and benchmark evaluations with Mind2Web and WebArena.
https://github.com/colonylabs/ScribeAgent
Project: XiYan-SQL
XiYan-SQL is an innovative framework designed to enhance the candidate generation ability for natural language to SQL tasks using a multi-generator integration strategy.
This project introduces M-Schema, a semi-structured schema representation method, to improve the understanding of database structures. By combining contextual learning and supervised fine-tuning, XiYan-SQL improves the quality and diversity of generated SQL queries.
Experimental results show that this framework performs exceptionally well on multiple dialect datasets, significantly improving SQL query execution accuracy.