A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

Fine-Tuned LLM-Based FAQ Generation for University Admissions: A project involving the fine-tuning of state-of-the-art language models, including LLaMA-3 8b, LLaMA-2 7b, Mistral 7b, T5, and BART, leveraging QLoRA PEFT.

FineTuning LLMs on conversational medical dataset.

A Comparison of LLM Chat Bot Implementation Methods with Travel Use Case

perform deduplication on FLAN v2 dataset & Finetune LLaMa3 using this dataset

Instruction fine tuning BART for Dialogue Summarization | IT4772E | NLP Project 20232

Finetune any model on HF in less than 30 seconds

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

Finetuning coding LLM OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU in PyTorch.

fine-tuned llm model on stock market data using TINY LLAMA 1B PARAMETERS trained using QLoRA

A bash scripting assistant that helps you automate tasks. Powered by a streamlit chat interface, A finetuned nl2bash model generates bash code from natural language descriptions provided by the user

Fine-tuning Llama3 8b to generate JSON formats for arithmetic questions and process the output to perform calculations.

PEFT of Gemma 2b model using QLoRA

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

End to End Generative AI Industry Projects on LLM Models with Deployment