fine-tuning-llm

AM (Advanced Mathematics) Chat is a large language model that integrates advanced mathematical knowledge, exercises in higher mathematics, and their solutions. AM (Advanced Mathematics) chat 高等数学大模型。一个集成数学知识和高等数学习题及其解答的大语言模型。

math gpt advanced-mathematics large-language-models llm fine-tuning-llm

UpdatedAug 10, 2024
Python

simplifine-llm /Simplifine

Star89

🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

open-source cloud ai moe llama gpt lora mistral phi fine-tuning peft large-language-models llm instruction-tuning llm-training finetuning-llms fine-tuning-llm qwen llama3

UpdatedAug 14, 2024
Python

JonusNattapong /Notebook-Git-Colab

Star78

Repository `JonusNattapong/Notebook-Git-Colab` เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial Intelligence - AI) และโมเดลภาษาขนาดใหญ่ (Large Language Models - LLMs) รวมถึงหัวข้อพื้นฐาน, สมุดบันทึกที่แนะนำ, คอร์สออนไลน์, เครื่องมือ, ชุดข้อมูล และเทคนิคขั้นสูงสำหรับการพัฒนาและปรับแต่งโมเดล AI

learning intelligence tools learning-python resources artificial-intelligence artificial-intelligence-algorithms fine-tuning fine-tuning-nlp fine-tuning-bert large-language-models llms fine-tuning-llm fine-tuning-diffusion fine-tuning-computer-vision llmstxt

UpdatedMar 21, 2025
Jupyter Notebook

ymoslem /Adaptive-MT-LLM-Fine-tuning

Star76

Fine-tuning Open-Source LLMs for Adaptive Machine Translation

machine-translation mistral domain-adaptation large-language-models fine-tuning-llm adaptive-machine-translation

UpdatedMar 10, 2025
Jupyter Notebook

architkaila /Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Star73

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

entity-extraction medical-application large-language-models fine-tuning-llm parameter-efficient-fine-tuning

UpdatedDec 13, 2023
Python

discus-labs /discus

Star64

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord:https://discord.gg/t6ADqBKrdZ

python openai gpt synthetic-data fine-tuning synthetic-dataset-generation ner-data huggingface-transformers gpt-4 large-language-models llms llm-training llm-datasets fine-tuning-llm

UpdatedNov 20, 2023
Python

intel /polite-guard

Star29

Source code for Intel's Polite Guard NLP project

text-classification synthetic-dataset-generation fine-tuning-llm

UpdatedMar 29, 2025
Python

daekeun-ml /azure-llm-fine-tuning

Star12

This hands-on walks you through fine-tuning an open source LLM on Azure and serving the fine-tuned model on Azure. It is intended for Data Scientists and ML engineers who have experience with fine-tuning but are unfamiliar with Azure ML.

azureml fine-tuning-llm

UpdatedJun 23, 2024
Jupyter Notebook

dvgodoy /LLM-visuals

Star10

Over 60 figures and diagrams of LLMs, quantization, low-rank adapters (LoRA), and chat templates FREE TO USE in your blog posts, slides, presentations, or papers.

supervised-learning data-types lora quantization fine-tuning sft chat-template hugging-face bf16 llm llms low-rank-adaptation fine-tuning-llm

UpdatedFeb 18, 2025

PrincySinghal /Html-code-generation-from-LLM

Star9

Fine-Tuning and Evaluating a Falcon 7B Model for generating HTML code from input prompts.

machine-learning code-generation llms fine-tuning-llm llms-benchmarking

UpdatedJan 6, 2024
Jupyter Notebook

THU-KEG /DICE

Star7

DICE: Detecting In-distribution Data Contamination with LLM's Internal State

benchmark data-contamination sft llm gsm8k fine-tuning-llm

UpdatedSep 21, 2024
Python

aaaastark /Pretrain_Finetune_Transformers_Pytorch

Star6

Pre-Training and Fine-Tuning transformer models using PyTorch and the Hugging Face Transformers library. Whether you're delving into pre-training with custom datasets or fine-tuning for specific classification tasks, these notebooks offer explanations and code for implementation.

python transformers pytorch fine-tuning pre-training pre-trained-model pre-trained-language-models huggin huggingface-transformers transformers-models huggingface-datasets large-language-models llms fine-tuning-llm