finetune-llm
There are 41 repositories under finetune-llm topic.
promptslab/LLMtuner
FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)
sandy1990418/Finetune-Qwen2.5-VL
Fine-tuning Qwen2.5-VL for vision-language tasks | Optimized for Vision understanding | LoRA & PEFT support.
samadpls/Querypls
Querypls🛠️: WebApp that Simplify SQL with Your Prompts. Transforming questions into SQL commands effortlessly.
GURPREETKAURJETHRA/Generative-AI-LLM-Projects
Gen AI Large Language Model Projects
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
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.
qqqqqf-q/Qing-Digital-Self
数字分身项目,并且包含了搭建(复现)教程 Qing's digital self, including setup tutorial
hustcc/miz
🎯 Generate fake data for finetune of AI, Just like a person.
sb-child/for-you
这是一个很可爱的色妹妹，送给每一个需要的人~
joydeb28/llm-lab
LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS
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.
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.
chaoluond/safetyllama
Finetune LLaMA-2-7b-chat to perform safety evaluation of user-bot conversation
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.
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.
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.
sreekanth-madisetty/Awesome-LLM-Interview-Questions
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 repository is designed to help you crack interviews confidently in the rapidly evolving world of Generative AI.
Bradox54/Generative-AI-Projects
temThis repository contains Gen AI projects that performs different tasks
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).
FeilongHou/mistral-finetune
This is a course projection of finetuning LLM to identify toxic language.
jhaayush2004/Fashio
"FASHIO leverages FAISS and advanced NLP for precise fashion recommendations tailored to user preferences."
alenzenx/WindowsEasyFinetuneLLM
Finetune LLM using Torchtune on Windows
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!
SharathHebbar/LLM-Engineering
LLM Engineering
vrajroutu/llmfinetune
FineTune Microsoft Phi-2 with your own data
Williamzcy0929/PaperEval
This project aims to automate the extraction of papers from OpenReview for recent ML conferences. The scraped data will be structured into a dictionary containing detailed metadata for each paper. Then, we will fine-tune an OpenAI model to predict the final decision based on submission details, reviewer comments, and scores.
wisent-ai/iskra
Iskra is a finetuning framework for creating better models in local languages-starting with Polish. NOT FINISHED YET.
ewre324/CoT-Finetune-LLM
A simple script for distributed finetuning and teaching any typical Large Language model thinking using Chain of Thought.
JoKerDii/amazon-product-price-predictor
Fine-tuned Llama 3.1 with QLoRA for predicting Amazon product price based on product description, achieving high accuracy compared to traditional MLs, OpenAI LLM, and pre-trained Llama 3.1
omparghale/drsimplify-MedExp
Transformer based medical document explanation and medical question-answering
rayyantoji/Generative-AI-Projects
📝 Generate engaging stories using GPT-2, while exploring how different parameters shape creative text output in this hands-on AI project.
Abhimanyu9539/LLM-FineTuning
Finetuning of different LLM models
cuiyuheng/OpenDeepWiki
OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.
DiaLabs/dia-convo-v1.2c
Finetuned Qwen2.5 7B Instruct on therapy dataset
Ritish369/LLMs_Question_Answering_and_Knowledge_Graphs
FYP around whether LLMs actually do think or just say to say i.e., any alignment present b/w their thoughts and language ?
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."