Projects in Awesome Lists tagged with peft-fine-tuning-llm

https://github.com/peremartra/large-language-model-notebooks-course

Practical course about Large Language Models.

chatbots fine-tuning-llm hf huggingface langchain large-language-models peft-fine-tuning-llm transformers vector-database

Last synced: 19 Dec 2024

https://github.com/peremartra/Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

chatbots fine-tuning-llm hf huggingface langchain large-language-models peft-fine-tuning-llm transformers vector-database

Last synced: 06 Nov 2024

https://github.com/tudb-labs/moe-peft

An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT

mixlora mlora peft peft-fine-tuning-llm

Last synced: 19 Dec 2024

https://github.com/misonsky/hift

memory-efficient fine-tuning; support 24G GPU memory fine-tuning 7B

chinese-llama chinese-llama-65b huggingface-transformers large-language-models llama2 llama3 lora memory-efficient-tuning peft-fine-tuning-llm pytorch-implementation transformers

Last synced: 03 Dec 2024

https://github.com/prithivsakthiur/gallo-3xl

High Quality Image Generation Model - Powered with NVIDIA A100

ai dall-e dalle2 dalle3 diffusers gradio huggingface image-generation peft peft-fine-tuning-llm text-to-image torch transformers

Last synced: 17 Dec 2024

https://github.com/zeyadusf/finetuning-llms

Finetuning Large Language Models

bert-model deberta distilbert finetuning finetuning-llms llama2 llms lora peft-fine-tuning-llm quantization roberta summarization t5-model text-classification text-generation

Last synced: 03 Dec 2024

https://github.com/zeyadusf/topics-in-nlp-llm

In this repo I will share different topics on anything I want to know in nlp and llms

bpe llms lora nlp peft peft-fine-tuning-llm quantization

Last synced: 10 Nov 2024

https://github.com/zeyadusf/summarization-by-finetuning-flant5-lora

fine-tuning llm lora nlp peft peft-fine-tuning-llm summarization

Last synced: 10 Nov 2024

https://github.com/himanshuvnm/foundation-model-large-language-model-fm-llm

This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language Models. Extra and necessary details are given in the README.md file.

attention-is-all-you-need aws fine-tuning flan-t5 foundation-models generative-ai hate-speech-detection huggingface huggingface-transformers large-language-models lora low-rank-ada ml-m5-2xlarge peft-fine-tuning-llm python3 pytorch rlhf rnn-pytorch

Last synced: 06 Nov 2024

https://github.com/sathviknayak123/chatbot

Financial Advisor RAG app with Fine-tuned Llama-3.1-8b model from Huggingface

fastapi huggingface llama3 lora peft-fine-tuning-llm pinecone quantization rag unsloth

Last synced: 10 Dec 2024

https://github.com/gabe-zhang/paper2summary

LoRA fine-tuning scripts with Llama-3.2-1B-Instruct on scientific paper summarization

llama3 lora peft-fine-tuning-llm

Last synced: 13 Dec 2024

https://github.com/0xzee/finetune_model_dataset

Fine-Tunning Model llama3.2 on local Dataset using LoRA, QLoRA and PEFT..

huggingface huggingface-transformers llama3-2 lora peft-fine-tuning-llm qlora

Last synced: 06 Dec 2024

https://github.com/jordandeklerk/oraclecoder

A QLoRA+ LLM Ensemble with Schema-Linking for Text-to-SQL Generation

artificial-intelligence deep-learning llms lora machine-learning peft-fine-tuning-llm

Last synced: 08 Nov 2024

https://github.com/mafda/lightweight_fine_tuning_project

This repository provides a Jupyter notebook demonstrating parameter-efficient fine-tuning (PEFT) with LoRA on Hugging Face models.

huggingface huggingface-datasets huggingface-transformers lora peft peft-fine-tuning-llm pytorch

Last synced: 16 Nov 2024

https://github.com/afondiel/finetuning-llms-crash-course-dlai

Notes & Resources of LLMs Finetuning Crash Course from LAMINI.AI & DeepLearning.AI.

finetuning finetuning-llms llms lora peft peft-fine-tuning-llm

Last synced: 21 Nov 2024

https://github.com/yuanzzhang/paper2summary

LoRA fine-tuning scripts with Llama-3.2-1B-Instruct on scientific paper summarization

llama3 lora peft-fine-tuning-llm

Last synced: 07 Dec 2024

https://github.com/aman-17/medisoap

FineTuning LLMs on conversational medical dataset.

fine-tuning generative-ai llama llama-2 llm-training lora medical peft peft-fine-tuning-llm qlora summarization

Last synced: 25 Nov 2024

https://github.com/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

Last synced: 03 Dec 2024

https://github.com/arya920/natural_language_to_sql_queries

The task of this project is to Convert Natural Language to SQL Queries

deepseek-coder gemma-2b huggingface-datasets huggingface-transformer lora mysql-database peft-fine-tuning-llm sqllite streamlit transformers

Last synced: 04 Dec 2024