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aknn

Full workthrough of Andrej Karpathy's NN Zero to Hero and nanoGPT

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

code-agent

Barebones POC code agent with execution, using OpenAI, Together or any OpenAI compatible API

comparative-attack-prompts

Tree of Attacks (TAP) Jailbreaking Implementation with JSON/function/tool calls and validation

diffusion-play

Complete notebooks for fastai diffusion model course

dockerfiles

dpo-lora-alignment

Training and evaluation for DPO LoRA alignment

galore

gan_tutorial

garak

LLM vulnerability scanner

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

instructor

structured outputs for llms

kaggle-llm-science-exam

Notebooks exploring data and approaches for the Kaggle LLM Science Exam

llm-sql-qlora-7b

Fine tune Mistral-7B (or other model <=7B e.g CodeLlama) for SQL generation on 24GB GPU

llm-utils

Utility library, scripts, tokenization implementation and comparisons, and a barebones gradio UI for chatting to various LLM endpoints.

openai-custom-gpt-youtube-summary

OpenAI Custom GPT Setup With Modal FastAPI Endpoint For YouTube Summarisation

progressive-gan

Implementation of progressive GAN architecture and training in PyTorch

promptbench

A unified evaluation framework for large language models

str

Simple implementation of C++ string class using the Vec class for memory

triton

Development repository for the Triton language and compiler

vae-torch

Implementation of Variational Auto-Encoder in Torch7

variational-autoencoder

Implementation of a variational Auto-encoder

vec

Simple implementation of the vector class in C++