stanleylsx/llms_tool

一个基于HuggingFace开发的大语言模型训练、测试工具。支持各模型的webui、终端预测,低参数量及全参数模型训练(预训练、SFT、RM、PPO、DPO)和融合、量化。

40
/ 100
Emerging

This tool helps machine learning engineers and researchers fine-tune and experiment with large language models. It takes raw text data, pre-trained large language models (LLMs) like Llama or Qwen, and configuration settings as input. The output is a refined, specialized LLM ready for deployment, or performance metrics from testing. It is designed for those who want to customize existing LLMs for specific tasks.

223 stars. No commits in the last 6 months.

Use this if you need to train or fine-tune large language models for particular applications, evaluate their performance, or predict outputs using a web interface or terminal.

Not ideal if you are a casual user looking for an off-the-shelf chatbot, or if you don't have experience with machine learning model training and infrastructure.

large-language-models model-fine-tuning natural-language-processing AI-model-development machine-learning-engineering
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 14 / 25

How are scores calculated?

Stars

223

Forks

21

Language

Python

License

Apache-2.0

Last pushed

Dec 08, 2023

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/transformers/stanleylsx/llms_tool"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.