finetune-llm · GitHub Topics

#大语言模型#FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

fine-tuning fine-tuning-llm finetune finetune-llm finetuning 大语言模型 llm-framework llm-inference llm-training llmops Whisper

Python 240

2 年前

sandy1990418 / Finetune-Qwen2.5-VL

#大语言模型#Fine-tuning Qwen2.5-VL for vision-language tasks | Optimized for Vision understanding | LoRA & PEFT support.

finetune-llm vlm 人工智能 lora peft 大语言模型机器学习

Python 102

6 个月前

samadpls / Querypls

#大语言模型#Querypls🛠️: WebApp that Simplify SQL with Your Prompts. Transforming questions into SQL commands effortlessly.

huggingface 大语言模型 Open Source Python Streamlit langchain stability-ai finetune-llm langchain-app mistral-7b

Python 75

6 个月前

GURPREETKAURJETHRA / Generative-AI-LLM-Projects

#大语言模型#Gen AI Large Language Model Projects

finetune-llm gemini generative-ai langchain large-language-models llama 大语言模型 finetuning llama3 mistral rag 人工智能 gpt4-api gpt4o openai

Jupyter Notebook 64

1 年前

BUAADreamer / MLLM-Finetuning-Demo

使用LLaMA-Factory微调多模态大语言模型的示例代码 Demo of Finetuning Multimodal LLM with LLaMA-Factory

llava mllm paligemma finetune-llm lora transformers pretraining

Python 45

1 年前

LindiaC / ChatGLM2-With-Rua-Tutorial

#自然语言处理#无需预算，使用你的个人数据克隆自己——赛博飞升！Clone yourself by tuning a LLM using your own data.

chatglm2-6b fine-tuning 大语言模型自然语言处理聊天机器人 finetune-llm 教程 beginner-friendly beginner-project chinese-nlp

Jupyter Notebook 34

5 个月前

hustcc / miz

🎯 Generate fake data for finetune of AI, Just like a person.

fake-data faker finetune finetune-llm

TypeScript 23

1 年前

sb-child / for-you

#大语言模型#这是一个很可爱的色妹妹，送给每一个需要的人~

人工智能 aigc dataset 大语言模型 finetune finetune-llm

Python 15

6 个月前

qianniu95 / gemma2_2b_finetune_jp_tutorial

This repository demonstrates how to fine-tune the Google Gemma 2 2B model to improve its performance on Japanese instruction-following tasks. It serves as a practical guide for developers and research...

finetune-llm

Jupyter Notebook 13

1 年前

joydeb28 / llm-lab

#自然语言处理#LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS

finetune-llm gemma genai llama2 大语言模型 mixtral 自然语言处理 vllm langchain rag chromadb faiss

Jupyter Notebook 13

1 年前

Praveen76 / Finetune-Open-Source-LLMs-on-custom-data

Fine-tune open-source Language Models (LLMs) on E-commerce data, leveraging Amazon's sales data. Showcase a tailored solution for enhanced language understanding and generation with a focus on custom ...

finetune-llm large-language-models 大语言模型

Jupyter Notebook 11

1 年前

chaoluond / safetyllama

#计算机科学#Finetune LLaMA-2-7b-chat to perform safety evaluation of user-bot conversation

聊天机器人 ChatGPT API chatgpt3 finetune-llm llama2 机器学习 safety

Python 10

2 个月前

Praveen76 / Introduction-to-LLMs

Dive into the world of Large Language Models (LLMs) with this comprehensive repository. From understanding basics to exploring various LLMs, finetuning on downstream tasks, and deploying models using ...

finetune-llm llmops 大语言模型 qdrant-vector-database gpt35turbo large-language-models openai

Jupyter Notebook 6

2 年前

vishvaRam / Fine-Tune-Qwen2.5

#大语言模型#This repository provides resources and instructions for fine-tuning the Qwen2.5-0.5B model. It includes scripts, tips, and best practices to adapt the model for specific tasks or domains. Designed for...

finetune-llm huggingface-transformers 大语言模型 llm-training training transformers

Python 4

2 个月前

Praveen76 / Fine-tune-LLAMA-with-QLoRA

This repository showcases the implementation of the QLoRA Method to fine-tune the Llama language model, enabling efficient deployment of lightweight models for various downstream tasks in natural lang...

finetune-llm large-language-models llama qlora

Jupyter Notebook 3

1 年前

jhaayush2004 / Fashio

#自然语言处理#"FASHIO leverages FAISS and advanced NLP for precise fashion recommendations tailored to user preferences."

faiss 自然语言处理 sentence-transformers finetune-llm retrieval synthetic synthetic-dataset-generation

Jupyter Notebook 2

1 年前

CAI991108 / Machine-Learning-and-Language-Model

#大语言模型#This project explores GPT-2 and Llama models through pre-training, fine-tuning, and Chain-of-Thought (CoT) prompting. It includes memory-efficient optimizations (SGD, LoRA, BAdam) and evaluations on m...

finetune-llm gpt2 llama 大语言模型 llm-inference pretrained-language-model

Python 2

7 个月前

sreekanth-madisetty / Awesome-LLM-Interview-Questions

#大语言模型#A curated collection of interview questions and expert answers focused on Large Language Models (LLMs). Whether you're preparing for a Data Scientist, ML Engineer, or AI Researcher role, this reposit...

bert finetune-llm genai 大语言模型 lora pretraining qlora quantization

1 个月前