liucongg/ChatGLM-Finetuning
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
This project helps developers adapt large language models (LLMs) like ChatGLM to specific tasks such as information extraction, text generation, or classification. It takes a pre-trained ChatGLM model and your task-specific data, then outputs a specialized model that performs much better on your particular workflow. This is for machine learning engineers and researchers who need to customize powerful LLMs without starting from scratch.
2,782 stars. No commits in the last 6 months.
Use this if you need to fine-tune ChatGLM models for particular downstream tasks like information extraction or text generation, especially when working with limited computational resources.
Not ideal if you are looking for a simple API or a no-code solution to apply LLMs, as this project requires deep technical expertise in machine learning and model training.
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Python
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Dec 12, 2023
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