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Symbol-LLM

https://xufangzhi.github.io/symbol-llm-page/

https://github.com/xufangzhi/Symbol-LLM

AI & ML interests

Natural Language Processing, Large Language Models, Neuro-Symbolic

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Post

1645

📣Thrilled to make public our recent work ENVISIONS !!!

- Without human annotations !
- Without Distilling Strong LLMs !
- Self-improve LLMs in the environment
- Amazing performances on agentic and reasoning tasks
- Insightful analysis on "why" questions

📝 Title: Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models

📎 Repo: https://github.com/xufangzhi/ENVISIONS

Post

1709

Check out our work Symbol-LLM ! We have open-sourced both 7B / 13B model weights, as well as part of the symbolic collections ! Try it !

Paper link: Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models (2311.09278)

Model weights: Symbol-LLM/Symbol-LLM-7B-Instruct

Collections 1

models 2

Symbol-LLM/Symbol-LLM-7B-Instruct

Text Generation • Updated 5 days ago • 19 • 9

Symbol-LLM

AI & ML interests

Organizations

Posts 2

Collections 1

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models

models 2

Symbol-LLM/Symbol-LLM-7B-Instruct

Symbol-LLM/Symbol-LLM-13B-Instruct

datasets 1

Symbol-LLM/Symbolic_Collection

Symbol-LLM

AI & ML interests

Organizations

Posts 2

Collections 1

models 2 Sort: Recently updated

datasets 1

models 2