chienhung1519

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

whisper-web

ML-powered speech recognition directly in your browser

matmulfreellm

Implementation for MatMul-free LM.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

CogVLM2

GPT4V-level open-source multi-modal model based on Llama3-8B

Domain-Specific-STS

SciencePlots

Matplotlib styles for scientific plotting

Comparison-of-LLM-Specifications

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

cot-transparency

Improving transparency of large language models' reasoning

ensemble-transformers

Ensembling Hugging Face transformers made easy

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

alignment-handbook

Robust recipes to align language models with human and AI preferences

evolutionary-model-merge

Official repository of Evolutionary Optimization of Model Merging Recipes

data-selection-survey

A Survey on Data Selection for Language Models

transformer-heads

Toolkit for attaching, training, saving and loading of new heads for transformer models

mlc-llm

Universal LLM Deployment Engine with ML Compilation

awesome-system-design-resources

Learn System Design concepts and prepare for interviews using free resources.

MoE-LLaVA

Mixture-of-Experts for Large Vision-Language Models

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

chat-ui

Open source codebase powering the HuggingChat app

localllm

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

VectorDB-Plugin-for-LM-Studio

Plugin that creates a ChromaDB vector database to work with LM Studio running in server mode!

insanely-fast-whisper

ml-ferret

PowerInfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

Awesome_TC_Datasets

Awesome Traditional Chinese Datasets