khumairraj

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

langchain

🦜🔗 Build context-aware reasoning applications

the-algorithm

Source code for Twitter's Recommendation Algorithm

open-interpreter

A natural language interface for computers

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

quivr

Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

llm.c

LLM training in simple, raw C/CUDA

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

onnx

Open standard for machine learning interoperability

llama2.c

Inference Llama 2 in one file of pure C

mlx

MLX: An array framework for Apple silicon

SuperAGI

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

candle

Minimalist ML framework for Rust

ggml

Tensor library for machine learning

minbpe

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

LWM

tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

Resemblyzer

A python package to analyze and compare voices with deep learning

torchinfo

View model summaries in PyTorch!

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

AutoChain

AutoChain: Build lightweight, extensible, and testable LLM Agents

awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

distributed-llama

Tensor parallelism is all you need. Run LLMs on an AI cluster at home using any device. Distribute the workload, divide RAM usage, and increase inference speed.

hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

medical-chatgpt

Implementation of ChatGPT, but tailored towards primary care medicine, with the reward being able to collect patient histories in a thorough and efficient manner and come up with a reasonable differential diagnosis