promptslab/LLMtuner

FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

Language: Python - Size: 591 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 240 - Forks: 15

BlazeWild/Custom_LLM_DataGen_Template

🔧 Modular pipeline for generating high-quality, domain-specific datasets for LLM fine-tuning — from PDFs and web scraping to synthetic Q&A generation, quality filtering, and training-ready formatting.

Language: Python - Size: 24.4 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

AnusowmyaRamesh/Medical_Assistant_GenAI

Developing an AI-powered solution using medical manuals to tackle information overload in healthcare. Aimed at enhancing diagnostic accuracy, treatment efficiency, and patient outcomes through streamlined decision-making with standardized care practice.

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prasanna00019/Fine-Tuning-LLMs

Fine-tuning GPT-2 and other models on tasks like emotion, news, and subject classification🔧🧠

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asmitamohanty/finetuning_llama

System-Level Efficient Processing of Llama3.2-1B

Language: Python - Size: 10.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

wangermeng2021/llm-webui

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

Language: Python - Size: 2.46 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 6

ksm26/Finetuning-Large-Language-Models

Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data preparation techniques, and how to effectively train and evaluate LLMs.

Language: Jupyter Notebook - Size: 5.29 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 60 - Forks: 36

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).

Language: Python - Size: 313 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 100 - Forks: 8

AlbertChoo/NLP-Projects

Hmm, projects with, transformers, pre-trained model, finetuning LLM using LoRA, QLoRA, calibration techniques to improve confidence, reduce `eval_loss`, etc.

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PE51K/spbu-diploma

MLLM application to Chinese speech practice as my SPBU diploma project

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devroopsaha744/HateSpeechDetect-text

In this project, I focused on benchmarking various machine learning models, deep learning architectures, and fine-tuned BERT-based models to evaluate their performance across multiple metrics

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CodeofRahul/Fine_Tuning_Gemma_Model

This project demonstrates how to fine-tune the Gemma-2B language model for conversation summarization using QLoRA (Quantized Low-Rank Adaptation) on the SAMSum dataset. It leverages Hugging Face Transformers, PEFT, and BitsAndBytes libraries for efficient and effective fine-tuning.

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Abhi0323/Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT

This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques to optimize its performance for specific NLP tasks. The improved model is demonstrated through a Streamlit application, showcasing its capabilities in real-time interactive settings.

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jordandeklerk/Starcoder2-Finetune-Code-Completion

Finetuning Starcoder2-3B for Code Completion on a single A100 GPU

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hemanthkarthick03/AI-Driven-Research-Engine-for-Commercial-Courts

A research engine designed to deliver actionable insights by analyzing and interpreting multimodal inputs, including text, images, and other data types. It integrates diverse information sources to provide comprehensive and contextually relevant responses.

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VectorIsLive/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.

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Eva-Kaushik/Finetuning-LLM

Finetuning-LLM

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nagababumo/Finetuning-Large-Language-Models

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SreecharanV/Building-a-Language-Understanding-and-Question-Answering-System-from-open-ended-Trivia-Data

This project uses BERT to build a QA system fine-tuned on the SQuAD dataset, improving the accuracy and efficiency of question-answering tasks. We address challenges in contextual understanding and ambiguity handling to enhance user experience and system performance.

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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!

Language: Python - Size: 64.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

reedemus/dlai_finetune_llm

Jupyter notebooks from "Finetune LLMs" course at deeplearning.ai

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

This repo contains influential papers which use finetuning techniques for LLMs for domain specific tasks.

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KUNALSINGH9373/LLM-RLHF

This repository contains some of the most influential papers of on the RLHF technique of fine-tuning LLMs.

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kevintsai/Finetuning-Large-Language-Models

Jupyter notebooks for course Finetuning Large Language Models, taught by Sharon Zhou (Lamini) and Andrew Ng (DeepLearning.AI).

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