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GitHub topics: finetune-llm

sreekanth-madisetty/Awesome-LLM-Interview-Questions

Curated LLM interview questions and answers for data science and AI jobs

Size: 6.39 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 0

Bradox54/Generative-AI-Projects

temThis repository contains Gen AI projects that performs different tasks

Size: 523 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

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 language processing. Explore advanced techniques for enhancing LLMs in practical applications.

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

GURPREETKAURJETHRA/Generative-AI-LLM-Projects

Gen AI Large Language Model Projects

Language: Jupyter Notebook - Size: 23 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 62 - Forks: 18

vishvaRam/Fine-Tune-Qwen2.5

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 researchers and developers, it simplifies the fine-tuning process to achieve optimal performance and accuracy.

Language: Python - Size: 44.9 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

chaoluond/safetyllama

Finetune LLaMA-2-7b-chat to perform safety evaluation of user-bot conversation

Language: Python - Size: 1.37 MB - Last synced at: 5 days ago - Pushed at: 16 days ago - Stars: 10 - Forks: 0

tarun7r/Finance-Llama-8B

Fine-tuned Llama 3.1 8B model for finance. NLP, Financial Chatbot, Instruction Tuning, Unsloth, PEFT, LoRA, Finance-Instruct-500k dataset.

Language: Python - Size: 9.77 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 2 - Forks: 0

joydeb28/llm-lab

LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS

Language: Jupyter Notebook - Size: 123 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 6

promptslab/LLMtuner

FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

Language: Python - Size: 591 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 240 - Forks: 15

DiaLabs/dia-convo-v1.2c

Finetuned Qwen2.5 7B Instruct on therapy dataset

Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

sanatren/Fine-tuned-transformer-translator

"A efficient English-to-Hindi language translation model built using TensorFlow and Hugging Face Transformers, featuring beam search optimization for improved results."

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 61.5 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 32 - Forks: 2

sandy1990418/Finetune-Qwen2.5-VL

Fine-tuning Qwen2.5-VL for vision-language tasks | Optimized for Vision understanding | LoRA & PEFT support.

Language: Python - Size: 144 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 33 - Forks: 3

Abhimanyu9539/LLM-FineTuning

Finetuning of different LLM models

Language: Jupyter Notebook - Size: 83 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

get2kiran/llm-finetune

使用trl、peft、transformers等库,实现对huggingface上模型的微调。

Language: Python - Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

alenzenx/WindowsEasyFintuneLLM

Finetune LLM using Torchtune on Windows

Language: Python - Size: 126 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

LindiaC/ChatGLM2-With-Rua-Tutorial

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.

Language: Jupyter Notebook - Size: 113 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 0

samadpls/Querypls

Querypls🛠️: WebApp that Simplify SQL with Your Prompts. Transforming questions into SQL commands effortlessly.

Language: Python - Size: 314 KB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 75 - Forks: 7

sb-child/for-you

这是一个很可爱的色妹妹,送给每一个需要的人~

Language: Python - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 14 - Forks: 0

ewre324/CoT-Finetune-LLM

A simple script for distributed finetuning and teaching any typical Large Language model thinking using Chain of Thought.

Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

CAI991108/Machine-Learning-and-Language-Model

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 math datasets (GSM8K, NumGLUE, StimulEq, SVAMP).

Language: Python - Size: 54.5 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

jhaayush2004/Fashio

"FASHIO leverages FAISS and advanced NLP for precise fashion recommendations tailored to user preferences."

Language: Jupyter Notebook - Size: 4.64 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1

hustcc/miz

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

Language: TypeScript - Size: 11.7 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 3

omparghale/drsimplify-MedExp

Transformer based medical document explanation and medical question-answering

Language: Python - Size: 2.14 MB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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 researchers interested in adapting large language models for specific languages or domains using state-of-the-art techniques in 2024.

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

jackfsuia/chats-crawler

Discourse chat data crawling and on-the-way parsing straight for LLM instruction finetuning. 论坛数据爬取和解析,直接用于对话微调。

Language: TypeScript - Size: 343 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

amazingchow/fine-tune-gpt-35-turbo

Step by step to finetune gpt-35-turbo.

Language: Python - Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Lizhecheng02/Kaggle-LLM_Prompt_Recovery

LLMs are commonly used to rewrite or make stylistic changes to text. The goal is to recover the LLM prompt that was used to transform a given text.

Language: Jupyter Notebook - Size: 103 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vrajroutu/llmfinetune

FineTune Microsoft Phi-2 with your own data

Language: Jupyter Notebook - Size: 935 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

asiff00/Experiments-with-Gemma-2B

I’ll be testing different Gemma models and sharing the results here and on my Hugging Face space. Stay tuned for updates!

Language: Python - Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

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 E-commerce datasets.

Language: Jupyter Notebook - Size: 723 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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 Vector DBs like Qurant, this guide equips you with essential skills for harnessing the power of LLMs in your projects.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SharathHebbar/LLM

Working on LLMs

Language: Jupyter Notebook - Size: 122 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0