🦖 X—LLM: Cutting Edge & Easy LLM Finetuning

• UpdatedJan 17, 2024
• Python

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

• UpdatedMar 6, 2025
• Jupyter Notebook

🎋🌿🌟 Instruction Fine-Tuning of Meta Llama 3.2-3B Instruct on Kannada Conversations 🌟🌿🎋 Tailoring the model to follow specific instructions in Kannada, enhancing its ability to generate relevant, context-aware responses based on conversational inputs. 🚀✨ Using the Kannada Instruct dataset for fine-tuning! Happy Finetuning🎇🎉

• UpdatedJan 30, 2025
• Jupyter Notebook

A web app that allows you to select a subject and then change its background, OR keep the background and change the subject.

• UpdatedFeb 15, 2024
• Jupyter Notebook

Orca 2 on Colab

• UpdatedFeb 20, 2024
• Jupyter Notebook

Open source RAG with Llama Index for Japanese LLM in low resource settting

• UpdatedNov 29, 2023
• Jupyter Notebook

LLM-Lora-PEFT_accumulate explores optimizations for Large Language Models (LLMs) using PEFT, LORA, and QLORA. Contribute experiments and implementations to enhance LLM efficiency. Join discussions and push the boundaries of LLM optimization. Let's make LLMs more efficient together!

• UpdatedJun 16, 2023
• Jupyter Notebook

In this project, I have provided code and a Colaboratory notebook that facilitates the fine-tuning process of an Alpaca 3B parameter model originally developed at Stanford University. The model was adapted using LoRA to run with fewer computational resources and training parameters and used HuggingFace's PEFT library.

• UpdatedJul 9, 2023
• Jupyter Notebook

Conversation AI model for open domain dialogs

• UpdatedNov 15, 2023
• Python

In this project, I have provided code and a Colaboratory notebook that facilitates the fine-tuning process of an Alpaca 350M parameter model originally developed at Stanford University. The model was adapted using LoRA to run with fewer computational resources and training parameters and used HuggingFace's PEFT library.

• UpdatedJul 9, 2023
• Jupyter Notebook

This model is a fine-tuned model based on the "TinyPixel/Llama-2-7B-bf16-sharded" model and "timdettmers/openassistant-guanaco" dataset

• UpdatedSep 10, 2023

bitsandbytes modify for jetson orin

• UpdatedFeb 10, 2024
• Python

provide specialized immigration assistance in the field of immigration law using large language model

• UpdatedOct 4, 2023
• Jupyter Notebook

Budget Buddy is a finance chatbot built using Chainlit and the LLaMA language model. It analyzes PDF documents, such as bank statements and budget reports, to provide personalized financial advice and insights. The chatbot is integrated with Hugging Face for model management, offering an interactive way to manage personal finances.

• UpdatedDec 10, 2024
• Python

End-to-end fine-tuning of Hugging Face models using LoRA, QLoRA, quantization, and PEFT techniques. Optimized for low-memory with efficient model deployment

• UpdatedFeb 11, 2025
• Jupyter Notebook

Experiments in quantisation consisting of quantisation from scratch, bitsandbytes, and llama.cpp. [Assignment 4 of Advanced Natural Language Processing, IIIT-H Monsoon '24]

• UpdatedJan 11, 2025
• Python

An AI-powered system for extracting cancer-related information from patient Electronic Health Record (EHR) notes

• UpdatedFeb 23, 2025
• Jupyter Notebook

Effortlessly quantize, benchmark, and publish Hugging Face models with cross-platform support for CPU/GPU. Reduce model size by 75% while maintaining performance.

• UpdatedMar 15, 2025
• Python