unsloth

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unsloth
unslothai / unsloth
Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
fine-tuning finetuning gemma gemma2 llama llama3 llm llms lora mistral phi3 qlora unsloth
Language:Python 20514
QuangNguyen2910 / AutClothingChatbot
PTIT's Major Project: Website Programming - This repo contains a chatbot for a clothing store. The chatbot acts as an employee with specific knowledge about clothing consultation, website support, and store information.
chatbot clothing langchain llm llms rag unsloth vector-database
Language:Jupyter Notebook 8
IAmSkyDra / finetune-quantize-llms
Materials for CSE Summer School Hackathon 2024
fine-tune llama-factory llms quantize unsloth
Language:Jupyter Notebook 7
shaheennabi / Production-Ready-Instruction-Finetuning-of-Meta-Llama-3.2-3B-Instruct-Project
🎋🌿🌟 Instruction Fine-Tuning of Meta Llama 3.2-3B Instruct on Kannada Conversations 🌟🌿🎋 Tailoring the model to follow specific instructions in Kannada, enhancing its ability to generate relevant, context-aware responses based on conversational inputs. 🚀✨ Using the Kannada Instruct dataset for fine-tuning! Happy Finetuning🎇🎉
finetuning 4bit-quantize gguf huggingface meta qlora quantization deployed open-source production-ready unsloth gpu inference modular-code training bitsandbytes peft 4bitprecision anthropic-hh-golden unified-language-model-aligning
Language:Jupyter Notebook 6
Eviltr0N / Make-AI-Clone-of-Yourself
Cloning Yourself using your whatsapp chat history and training a model on it.
ai ai-clones finetuning llama3 llama3-8b llama3-finetune llama3-rag unsloth whatsapp-bot whatsapp-clone whatsapp-python ai-project llm llm-project ollama
Language:Jupyter Notebook 4
SrikarVeluvali / Astor-AI
AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.
flask huggingface llama3 llm mongodb ollama react transformers unsloth
Language:Jupyter Notebook 3
TheTrustyPwo / PwoAI
🤖 AI of Pwo fine tuned on Llama-3.1-8B Instruct
ai pwo finetune llama3 unsloth whatsapp
Language:Jupyter Notebook 3
bastienpo / unsloth_finetuning
Finetuning of Gemma-2 2B for structured output
ai fine-tuning gemma2 llamacpp python unsloth
Language:Jupyter Notebook 2
harshit433 / ResurrectAI
ResurrectAI is an AI-driven chat application designed to bring the wisdom and knowledge of great historical personalities to life. Leveraging advanced language models and fine-tuning techniques, ResurrectAI enables users to interact with AI avatars of iconic figures, gaining access to their insights, guidance, and philosophical teaching in realtime
finetuning-llms firebase flask flutter html-css-javascript llama3-1 ollama python unsloth artificial-intelligence chatbot conversational-ai language-model machine-learning
Language:Dart 2
matteo-stat / transformers-llm-llama3.1-fine-tuning-qlora
This repo offers scripts for fine-tuning LLaMA 3.1 models with QLoRA, running inference, and export models. It’s based on my experience building a custom chatbot, and I’m sharing it to help others fine-tune and deploy LLMs on consumer hardware with ease! 😊
fine-tuning huggingface huggingface-transformers large-language-models llama3-1 llama3-1-8b-finetuning llm transformers unsloth
Language:Python 2
Pavansomisetty21 / Finetune-llama-model-for-Text-Generation-using-unsloth
In this we finetune Llama-3.2-3B-Instruct model for text generation using unsloth
fine-tuning large-language-models llama llama3 llm llms text-generation unsloth
Language:Jupyter Notebook 2
Pavansomisetty21 / Qwen2-Vision-Finetuning-Unsloth---Maths-OCR-Formulae-Extraction-
we finetune unsloth llama model to extract mathematical fomulas in the images with optical character recognition(OCR)
qwen2 llama llm maths ocr ocr-recognition optical-character-recognition qwen2-vl unsloth vision-language-model vlm
Language:Jupyter Notebook 2
Pavansomisetty21 / Vision_Finetuning_Unsloth_Radiography-Image-Captioning
In this we fine tune Llama-3.2-11B-Vision-Instruct model on unsloth/Radiology_mini dataset for Image captioning generation
image-analysis image-captioning instruction-tuning large-language-models llama3 llms radiology unsloth vision vision-language-model
Language:Jupyter Notebook 2
Siddhesh19991 / RAG_Medical_Data
This project demonstrates how to setup a complete Retrieval Augmented Generation (RAG) pipeline on medical data using Llama-3-8B model
ai langchain llama3 lllm mongodb-atlas rag unsloth
Language:Jupyter Notebook 2
yuki-2025 / llama3-8b-fine-tuning-math
Fine-tuning Llama3 8b to generate JSON formats for arithmetic questions and process the output to perform calculations.
fine-tuning huggingface llama llama3 peft-fine-tuning-llm qlora unsloth
Language:Python 2
AadiSrivastava05 / PravachakAI-Hindi-Article-generation
This project is a Hindi Article Generator, developed using natural language processing (NLP) techniques to create contextually relevant and coherent articles in Hindi. The model was trained on a custom dataset collected via web scraping. The model has been fine-tuned on a dataset of Hindi news headlines and articles.
fine-tuning huggingface-transformers llama3 nlp unsloth
Language:Jupyter Notebook 1
Gyanbardhan / Disha_Chatbot_IIITN
Chatbot for IIIT Nagpur using Fine Tuning and RAG
bleu-score fine-tuning huggingface huggingface-spaces human-evaluation llama-3-2-1b llm lora phi-3-mini pinecone qlora rag rouge-metric similarity-score similarity-search streamlit unsloth
Language:Jupyter Notebook 1
justsomerandomdude264 / Homework_Solver_LLM
A fine-tuned LLM to solve homework questions ranging from maths to science and social science.
adapters large-language-models llama3 llm peft qlora question-answering text-generation unsloth
1
Mattjesc / OS-Verilog-Copilot-FT-LLM-Unsloth
Open Source Verilog Copilot: Fine Tune LLM: Fine-Tuning LLM with QLoRA and VeriGen Dataset using Unsloth
ai fine-tuning finetuning llm qlora unsloth verilog
Language:Python 1
muddylemon / ModelTrainSet
Transforming data into datasets for LLM training. Choo choo
ai dataset-generation llm llm-training unsloth
Language:Python 1
Pavansomisetty21 / LlamaNLP-Unsloth-Next-Gen-Text-Processing-with-Llama-and-Unsloth
In this we generate NER ,Question Answering and text generation using unsloth and Llama-3.2-3B-Instruct model
large-language-models llama llama3 llm named-entity-recognition question-answering text-generation unsloth
Language:Jupyter Notebook 1
Pavansomisetty21 / Visual-Question-Answering-Pixtral_Vision_Finetuning_Unsloth
In this we finetune Pixtral-12B-2409 model using unsloth for visual Question Answering(NLP Task)
fine-tuning large-language-models llm nlp pixtral unsloth vision-language-model visual-question-answering vlm
Language:Jupyter Notebook 1
shinas101 / LawAi
LawAi fine tuned with Llama-3.1 8b + Unsloth
ai fine-tuning finetuned-model law-ai llama3 unsloth finetuned lawai
1
Siddhesh19991 / Llama-3-8B-Fine-tune
This project demonstrates how to Fine-Tune Llama-3-8B model on medical data using NVIDIA T4 Tensor Core GPU
ai fine-tuning llama3 llm metal unsloth
Language:Jupyter Notebook 1
ahmedhus22 / llm4lint
A Static Analysis Tool using LLMs
deep-learning llm python-linter qwen2 unsloth
Language:Python 0
imane0x / Customer-Support
A fine-tuned Mistral-7B model integrated with an SQL database to handle general customer support questions and manage orders.
fine-tuning langchain langchain-agent sqlite3 unsloth
Language:Python 0
SathvikNayak123 / chatbot
RAG Medical Assistant with Llama-3.1-8b model Fine-tuned on medical conversational dataset
fastapi huggingface llama3 lora peft-fine-tuning-llm quantization rag unsloth ollama chromadb rouge-evaluation context-awareness langchain
Language:Jupyter Notebook 0
timkoehne / Llama3-Finetuning-for-ABAP
Llama3 Fine-Tuning for ABAP using Unsloth 4-Bit QLoRA
fine-tuning llama3 qlora unsloth
Language:Jupyter Notebook 0
0xZee / finetune_model_unsloth
⚙️ Fine-Tune 🦙 Llama 3.1, Phi-3.. Models on custom DataSet using 🕴️ unsloth & Saving to HuggingFace Hub
colab-notebook finetuned-model huggingface huggingface-models huggingface-transformers llama3-8b llama3-finetune unsloth training
Language:Jupyter Notebook
darrinbright / Blog-Generation
Fine-tuned the LLaMA 3 model to generate comprehensive blog posts. The model is trained on a blog dataset consisting of various blog topics to enhance its ability to produce relevant blogs.
blog-generation fine-tuning llama3 unsloth
Language:Jupyter Notebook
eyeol / korean-csat-llm
Optimized language model research and development for solving Korean CSAT (College Scholastic Ability Test) problems, with a focus on Korean language and social studies sections.
chain-of-thought csat langchain qwen retrieval-augmented-generation streamlit unsloth
Language:Jupyter Notebook
gautamgc17 / Model-FineTuning
This repository provides resources for fine-tuning various types of models using different techniques and frameworks.
embedding-models huggingface llm-finetuning sentence-transformers torchtune unsloth vision-transformer
Language:Jupyter Notebook
HROlive / Large-Language-Models-on-Supercomputers
Comprehensive exploration of LLMs, including cutting-edge techniques and tools such as parameter-efficient fine-tuning (PEFT), quantization, zero redundancy optimizers (ZeRO), fully sharded data parallelism (FSDP), DeepSpeed, and Huggingface accelerate.
deepspeed evaluation-metrics fsdp high-performance-computing hpc huggingface huggingface-transformers jupyter llm llm-inference llm-training monitoring peft python quantization slurm tokenization transformer unsloth
Language:Jupyter Notebook
jagaldol / korean-csat-llm
Optimized language model research and development for solving Korean CSAT (College Scholastic Ability Test) problems, with a focus on Korean language and social studies sections.
chain-of-thought csat langchain qwen retreival-augmented-generation streamlit unsloth
Language:Jupyter Notebook
RATHOD-SHUBHAM / Finetuning-LLMs
This repository contains experiments on fine-tuning LLMs (Llama, Llama3.1, Gemma). It includes notebooks for model tuning, data preprocessing, and hyperparameter optimization to enhance model performance.
adapter colab-notebook dpo fine-tuning gemma huggingface llama llm lora peft-fine-tuning-llm python qlora stf transformer unsloth
Language:Jupyter Notebook
Thaiebu / Llama-3.1-8B-Empathetic-responses_unsloth
A fine-tuned Llama model designed to deliver empathetic responses, seamlessly integrated with sentiment analysis to deeply understand and adapt to emotional nuances.
chatbot llama3 nlp pandas pytorch sentiment-analysis sentiment-classification transformer unsloth
Language:Jupyter Notebook

unsloth

unslothai / unsloth

QuangNguyen2910 / AutClothingChatbot

IAmSkyDra / finetune-quantize-llms

shaheennabi / Production-Ready-Instruction-Finetuning-of-Meta-Llama-3.2-3B-Instruct-Project

Eviltr0N / Make-AI-Clone-of-Yourself

SrikarVeluvali / Astor-AI

TheTrustyPwo / PwoAI

bastienpo / unsloth_finetuning

harshit433 / ResurrectAI

matteo-stat / transformers-llm-llama3.1-fine-tuning-qlora

Pavansomisetty21 / Finetune-llama-model-for-Text-Generation-using-unsloth

Pavansomisetty21 / Qwen2-Vision-Finetuning-Unsloth---Maths-OCR-Formulae-Extraction-

Pavansomisetty21 / Vision_Finetuning_Unsloth_Radiography-Image-Captioning

Siddhesh19991 / RAG_Medical_Data

yuki-2025 / llama3-8b-fine-tuning-math

AadiSrivastava05 / PravachakAI-Hindi-Article-generation

Gyanbardhan / Disha_Chatbot_IIITN

justsomerandomdude264 / Homework_Solver_LLM

Mattjesc / OS-Verilog-Copilot-FT-LLM-Unsloth

muddylemon / ModelTrainSet

Pavansomisetty21 / LlamaNLP-Unsloth-Next-Gen-Text-Processing-with-Llama-and-Unsloth

Pavansomisetty21 / Visual-Question-Answering-Pixtral_Vision_Finetuning_Unsloth

shinas101 / LawAi

Siddhesh19991 / Llama-3-8B-Fine-tune

ahmedhus22 / llm4lint

imane0x / Customer-Support

SathvikNayak123 / chatbot

timkoehne / Llama3-Finetuning-for-ABAP

0xZee / finetune_model_unsloth

darrinbright / Blog-Generation

eyeol / korean-csat-llm

gautamgc17 / Model-FineTuning

HROlive / Large-Language-Models-on-Supercomputers

jagaldol / korean-csat-llm

RATHOD-SHUBHAM / Finetuning-LLMs

Thaiebu / Llama-3.1-8B-Empathetic-responses_unsloth