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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

Organizations

Posts 4

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1869

🔥Thrilled to release our 8B version of Symbol-LLM-Instruct !

It follows the two-stage training strategy proposed in the original paper and is continually optimized on LLaMA3-Chat-8B model.

Symbol-LLM was accepted by ACL'24 main conference ! See you in Thailand !

Paper link: https://arxiv.org/abs/2311.09278
Paper Title: Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models

Post

1772

📍Excited to make public a series of checkpoints !

- Final checkpoints after self-training with ENVISIONS framework
- Cover math, logic, and agent domains
- Include 7B / 13B

📕 Check our paper:
Title: Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models
Link: https://arxiv.org/abs/2406.11736

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models 10

Symbol-LLM

AI & ML interests

Organizations

Posts 4

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

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

models 10

Symbol-LLM/Symbol-LLM-8B-Instruct-v1.1

Symbol-LLM/Symbol-LLM-8B-Instruct

Symbol-LLM/ENVISIONS_7B_miniwob_iter5

Symbol-LLM/ENVISIONS_13B_miniwob_iter5

Symbol-LLM/ENVISIONS_13B_logic_iter8

Symbol-LLM/ENVISIONS_7B_logic_iter8

Symbol-LLM/ENVISIONS_13B_math_iter10

Symbol-LLM/ENVISIONS_7B_math_iter10

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 4

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datasets 1

models 10