Projects in Awesome Lists tagged with llm-finetuning

https://github.com/xingyaoww/code-act

Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

llm llm-agent llm-finetuning llm-framework

Last synced: 16 May 2025

https://github.com/rohan-paul/llm-finetuning-large-language-models

LLM (Large Language Model) FineTuning

gpt-3 gpt3-turbo large-language-models llama2 llm llm-finetuning llm-inference llm-serving llm-training mistral-7b open-source-llm pytorch

Last synced: 04 Apr 2025

https://github.com/rohan-paul/LLM-FineTuning-Large-Language-Models

LLM (Large Language Model) FineTuning

gpt-3 gpt3-turbo large-language-models llama2 llm llm-finetuning llm-inference llm-serving llm-training mistral-7b open-source-llm pytorch

Last synced: 02 Feb 2025

https://github.com/LLM-Tuning-Safety/LLMs-Finetuning-Safety

We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20 via OpenAI’s APIs.

alignment llm llm-finetuning

Last synced: 02 Dec 2024

https://github.com/roim1998/apt

[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference

bert efficient-deep-learning llama2 llm llm-finetuning peft peft-fine-tuning-llm pruning roberta t5

Last synced: 16 May 2025

https://github.com/rahulunair/sql_llm

Finetune an LLM to generate SQL from text on Intel GPUs (XPUs) using QLoRA

bigdl intel-gpu intel-gpu-max llama llm-finetuning qlora xpu

Last synced: 10 Apr 2025

https://github.com/prismadic/tractor-beam

high-efficiency text & file scraper with smart tracking, client/server networking for building language model datasets fast

botnet cluster data file-downloader llm llm-finetuning llm-training mass-downloader scraping

Last synced: 07 May 2025

https://github.com/gmongaras/wizard_qlora_finetuning

Finetuning Some Wizard Models With QLoRA

finetuning llama llm llm-finetuning lora qlora wizard

Last synced: 12 Apr 2025

https://github.com/bits-bytes-nn/bedrock-model-finetuner

A helper library for fine-tuning Amazon Bedrock models. This toolkit assists in generating Q&A datasets from documents and streamlines the LLM fine-tuning process.

amazon-bedrock llm-finetuning

Last synced: 17 Mar 2025

https://github.com/truefoundry/llm-finetune

LLM Finetuning with Axolotl with decent defaults + Optional TrueFoundry Experiment Tracking Extension

llm-finetuning

Last synced: 06 Dec 2024

https://github.com/mxagar/generative_ai_udacity

My personal notes, code and projects of the Udacity Generative AI Nanodegree.

ai computer-vision data-science diffusion-models genai generative-ai llm llm-finetuning machine-learning rag

Last synced: 15 Feb 2025

https://github.com/getflexai/flex_ai

simplifies fine-tuning and inference for 60+ open-source LLMs through a single API

ai axolotl fine-tuning gemma inference llama llama2 llama3 llm-finetuning llms lora mistral vllm

Last synced: 20 Jan 2025

https://github.com/ethicalabs-ai/flowertune-qwen2.5-coder-0.5b-instruct

FlowerTune LLM on Coding Dataset

ai federated-learning federated-learning-framework llm-fine-tuning llm-finetuning llm-training machine-learning ml qwen2 qwen2-5 transformers transformers-models

Last synced: 04 Apr 2025

https://github.com/eternalflame02/single-node-finetuning-of-tiny-llama-using-intel-xeon-spr

The project was undertaken as part of the Intel Unnati Industrial Training program for the year 2024. The primary objective of this project aligns with Problem Statement PS-04: Introduction to GenAI LLM Inference on CPUs and subsequent LLM Model Finetuning for the development of a Custom Chatbot.

intel-unnati llm-finetuning llm-inference python tinyllama

Last synced: 30 Mar 2025

https://github.com/abhash-rai/e-commerce-llm-based-recommendation-system

This project develops an e-commerce recommendation system using FastAPI, SQLModel for database management, and Qdrant for storing product embeddings. Google FLAN-T5 is fine-tuned on training data generated from project database itself to generate personalized recommendations and adapt over time.

docker fastapi llm llm-finetuning orm pandas pytorch qdrant recommendation-system t5-model transformers vector-database

Last synced: 28 Mar 2025

https://github.com/s-araromi/my-sagemaker-it-domain-expert-project

This project demonstrates how to fine-tune a large language model (LLM) for the IT domain using Amazon SageMaker, creating an "IT Domain Expert" model.

aws generative-ai it-domain llama-2 llm-finetuning nlp-machine-learning sagemaker

Last synced: 29 Mar 2025

https://github.com/prismadic/hygiene

A payload compression toolkit that makes it easy to create ideal data structures for LLMs; from training data to chain payloads.

compression-methods data-preprocessing data-structures llm-chain llm-finetuning llm-inference

Last synced: 07 May 2025

https://github.com/anurima-saha/text-classification

Wine reviews used to determine the type of wine training on imbalanced data using classification algorithms like SVM, Naive Bayes and Random Forest Classifier. Neural Network (CNN, RNN and LSTM) and LLM models (DistilBERT and RoBERTa) were also used followed by error analysis using SHAP.

distill-bert llm llm-finetuning naive-bayes-classifier random-forest-classifier rnn-pytorch roberta-model shapley-value svm-classifier text-classification transfer-learning

Last synced: 26 Feb 2025

https://github.com/mdalamin5/cse499-project-adaptive-tutoring-system-ai-based

This project is an AI-powered algebra tutor using the Phi-3 Mini model. It provides personalized learning through interactive chat, adapting to the student's level and offering detailed step-by-step solutions. Built with Streamlit for an engaging educational experience.

datapreprocessing graph-database groq-api langgraph llama-index llm-finetuning multi-agent-systems openai-models phi-2 retrieval-augmented-generation streamlit vector-database