finetuning-llms

There are 5 repositories under finetuning-llms topic.

adithya-s-k / LLM-Alchemy-Chamber
a friendly neighborhood repository with diverse experiments and adventures in the world of LLMs
fine-tuning finetuning finetuning-llms inference large-language-models llm python quantization
Language:Jupyter Notebook 118
Itachi-Uchiha581 / Auto-Data
Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).
ai data finetuning-large-language-models finetuning-llms generative-ai llm llm-training python python3
Language:Python 64
neuralwork / instruct-finetune-mistral
Fine-tune Mistral 7B to generate fashion style suggestions
finetuning-llms huggingface llm llm-inference mistral quantization peft
Language:Python 29
wangermeng2021 / llm-webui
A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat
finetuning-llms large-language-models llms lora qlora rag retrieval-augmented-generation webui finetune-llms finetuning-large-language-models llama2 mistral-7b zaphyr llm-web-ui
Language:Python 26
garyfanhku / Galore-pytorch
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
finetuning-llms large-language-models llm lora low-rank-adaptation low-rank-approximation peft pytorch galore
Language:Python 20
Prismadic / magnet
the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly
embeddings fine-tuning finetuning-llms llm-training sentence-splitting tokenizers langchain mistral milvus nats nats-messaging nats-streaming apple-silicon huggingface inference-api mlx distributed-computing distributed-systems claude gemini
Language:Python 19
GURPREETKAURJETHRA / END-TO-END-GENERATIVE-AI-PROJECTS
End to End Generative AI Industry Projects on LLM Models with Deployment
chainlit finetuning-llms gemini generative-ai gradio-python-llm huggingface langchain large-language-models llama llama-index llm llmops lora mergekit mistral openai-api qlora llama3 llama3-meta-ai gpt4o
14
bhattbhavesh91 / google-gemma-finetuning-n2sql
Finetuning Google's Gemma Model for Translating Natural Language into SQL
finetuning finetuning-llms gemma google fine-tuning natural-language-to-sql lora supervised-finetuning
Language:Jupyter Notebook 9
SaltyGod / Qwen-Qlora-ACSA
qwen-1.5-1.8B sentiment analysis with prompt optimization and qlora fine-tuning
finetuning-llms prompt-engineering qlora qwen sentiment-analysis torch xtuner
Language:Python 9
adithya-s-k / Indic-llm
A open-source framework designed to adapt pre-trained Language Models (LLMs), such as Llama, Mistral, and Mixtral, to a wide array of domains and languages.
continual-pre-training dpo finetuning finetuning-llms llm lora
Language:Python 6
ShashankGupta10 / Code-Wizard
Code Wizard is a coding companion/ code generation tool empowered by CodeLLama-v2-34B AI to automatically generate and enhance code based on best practices found in your GitHub repository.
finetuning-llms langchain-python llama2
Language:Python 5
johncollinsai / finetuning-openai
Fine-tuning of language models and prompt engineering, using the problem setting of stock price prediction based on high-frequency OHLC stock price data for AAPL.Training gpt-3.5-turbo on OHLC data to obtain raw return and log return predictions.
ai finetuning-llms gpt-4 llm prompt-engineering
Language:Python 4
louisc-s / QLoRA-Fine-tuning-for-Film-Character-Styled-Responses-from-LLM
Code for fine-tuning Llama2 LLM with custom text dataset to produce film character styled responses
chatbot deep-learning finetuning-llms llama2 lora parameter-efficient-tuning peft qlora generative-ai
Language:Python 4
alaradirik / finetune-phi-2
Fine tune Phi 2 for persona grounded chat
chat finetuning-llms large-language-models llm persona-based personalization phi-2
Language:Python 3
PromptEngineer48 / Fine_tuning_1
Finetuning LLMs + Private Data (Video 1/10) Basic
finetuning-llms
Language:Jupyter Notebook 3
harshpreet14 / journalling
An audio journaling app that provides AI analysis for your journal entries
auth0 nodejs openai-api openai-chatgpt openai-whisper reactjs finetuning-llms rag
Language:JavaScript 2
Rahul-AkaVector / java-code-generator
This repository contains code for fine-tuning the LLama3 8b model using Alpaca prompts to generate Java codes. The code is based on a Google Colab notebook.
finetune finetuning finetuning-large-language-models finetuning-llms java-code-generator javacode llama3 llama3-finetune
Language:Jupyter Notebook 2
inuwamobarak / Meta-Llama-3-8B
Experiments with the Meta-Llama-3-8B
finetuning-llms flask-api llama3 llama3-meta-ai llm llm-inference
Language:Jupyter Notebook 1
jordandeklerk / OpenCodeInterpreter-Finetune-SQL
Finetuning OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU
artificial-intelligence code-llms finetuning-llms llms machine-learning peft qlora open-code-interpreter
Language:Jupyter Notebook 1
LikithMeruvu / Gemma2B_Finetuning_Medium
This Repo contains How to Finetune Google's New Gemma LLm model using your custom instuction dataset. I have finetuned Gemma 2b instuct Model on 20k medium articles data for 5hrs on kaggle p100 GPU
finetuning finetuning-llms gemma-2b keras llm nlp keras-tensorflow
Language:Jupyter Notebook 1
nnilayy / LLMs-And-Transformers
finetuning-llms huggingface llms pytorch transformers
Language:Jupyter Notebook 1
ProfEngel / OpenTuneWeaver
User-friendly WebUI for Finetuning of LLMs
finetuning-llms llm
Language:Jupyter Notebook 1
Ribin-Baby / detoxify_text_t5
finetuning t5-base model for detoxifying texts.
detoxify finetuning-llms python pytorch t5-base
Language:Jupyter Notebook 1
scottpitcher / tampa-ai
(In-progress) Finetuning OpenAI's GPT-3.5-Turbo as a base model on open-source data about the Tampa Bay region to create a chatbot specializing in information on the area!
finetuning finetuning-large-language-models finetuning-llms large-language-models llm llms natural-language-processing nlp openai openai-api chatbot python tampa-bay webscraper webscraping webscrapping
Language:Python 1
SuryaKrishna02 / sft-llm-news-articles-telugu
The repository contains the code that is used to create the instruct style dataset of telugu news articles.
dataset-generation finetuning-llms
Language:Jupyter Notebook 1
topdev0215 / Chatbot-finetuning
Fine tuning chatbot
chatbot finetuning python shell finetuning-llms openai
Language:Python 1
KUNALSINGH9373 / LLM-Fine-tuning-large-language-models
This repo contains influential papers which use finetuning techniques for LLMs for domain specific tasks.
finetuning-large-language-models finetuning-llms largelanguagemodels llm machine-learning-coursera openai
0
ogunerkutay / langchain-ai-chatbot-examples
This repository showcases Python scripts demonstrating interactions with various models using the LangChain library. From fine-tuning to custom runnables, explore examples with Gemini, Hugging Face, and Mistral AI models.
finetuning-llms gemini huggingface langchain mistral runnable vector-stores
Language:Python 0
trjo1 / genaiwithllms
Fine-tuned FLAN T-5 using Instruction Fine-Tuning (Full), LoRA-based PEFT, and RLHF with PPO
fine-tuning finetuning-llms flan-t5 llm lora peft qlora
Language:Jupyter Notebook 0
DDDOH / LLM_News
LOLA_ LLM-Assisted Online Learning Algorithm for Content Experiments
embedding finetuning-llms llm newsheadlines
Language:Python
GowthamNats / MicrosoftPhi1_5_finetuned-
Clone from the following URL as the model file is too large to be uploaded in github.
ai finetuning-llms llm ml
reedemus / dlai_finetune_llm
Jupyter notebooks from "Finetune LLMs" course at deeplearning.ai
finetuning-large-language-models finetuning-llms llm
Language:Jupyter Notebook
roy-sub / LLM-FineTuning
Fine-Tuned Language Models Exploration using LoRA and Hugging Face's Transformers Library
falcon finetuning finetuning-llms huggingface llm llma2 llms mistral pytorch text-generation
Language:Jupyter Notebook
shayanAthif / LLM-for-hydrogen-storage
The LARGE LANGUAGE MODEL FOR HYDROGEN STORAGE project uses advanced natural language processing to improve research efficiency. It offers concise summaries and answers questions about hydrogen storage research papers, helping users quickly understand key insights and latest advancements.
data-preprocessing finetuning-llms hydrogen-storage llm materials-informatics question-answering text-summarization
Language:Jupyter Notebook

finetuning-llms

adithya-s-k / LLM-Alchemy-Chamber

Itachi-Uchiha581 / Auto-Data

neuralwork / instruct-finetune-mistral

wangermeng2021 / llm-webui

garyfanhku / Galore-pytorch

Prismadic / magnet

GURPREETKAURJETHRA / END-TO-END-GENERATIVE-AI-PROJECTS

bhattbhavesh91 / google-gemma-finetuning-n2sql

SaltyGod / Qwen-Qlora-ACSA

adithya-s-k / Indic-llm

ShashankGupta10 / Code-Wizard

johncollinsai / finetuning-openai

louisc-s / QLoRA-Fine-tuning-for-Film-Character-Styled-Responses-from-LLM

alaradirik / finetune-phi-2

PromptEngineer48 / Fine_tuning_1

harshpreet14 / journalling

Rahul-AkaVector / java-code-generator

inuwamobarak / Meta-Llama-3-8B

jordandeklerk / OpenCodeInterpreter-Finetune-SQL

LikithMeruvu / Gemma2B_Finetuning_Medium

nnilayy / LLMs-And-Transformers

ProfEngel / OpenTuneWeaver

Ribin-Baby / detoxify_text_t5

scottpitcher / tampa-ai

SuryaKrishna02 / sft-llm-news-articles-telugu

topdev0215 / Chatbot-finetuning

KUNALSINGH9373 / LLM-Fine-tuning-large-language-models

ogunerkutay / langchain-ai-chatbot-examples

trjo1 / genaiwithllms

DDDOH / LLM_News

GowthamNats / MicrosoftPhi1_5_finetuned-

reedemus / dlai_finetune_llm

roy-sub / LLM-FineTuning

shayanAthif / LLM-for-hydrogen-storage