Pinned Repositories
alpaca-lora
Instruct-tune LLaMA on consumer hardware
cramming
Cramming the training of a (BERT-type) language model into limited compute.
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
flake
A Nix flake for many AI projects
gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
moodl-rs
Moodle course content archiver written in rust
stm32-on-nix
katanallama's Repositories
katanallama/moodl-rs
Moodle course content archiver written in rust
katanallama/stm32-on-nix
katanallama/alpaca-lora
Instruct-tune LLaMA on consumer hardware
katanallama/cramming
Cramming the training of a (BERT-type) language model into limited compute.
katanallama/evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
katanallama/FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
katanallama/flake
A Nix flake for many AI projects
katanallama/gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
katanallama/GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
katanallama/gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
katanallama/LaTeX-lecture-notes-class
A LaTeX document class for lecture notes (for a seminar, for an entire course with several lectures, or for brief talks) that looks great and works even with basic pdflatex.
katanallama/llama.cpp
Port of Facebook's LLaMA model in C/C++
katanallama/llama2.c
Inference Llama 2 in one file of pure C
katanallama/MEGABYTE-pytorch
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
katanallama/ml-pkgs
Extra package for nix on machine learning and data science
katanallama/mvts_transformer
Multivariate Time Series Transformer, public version
katanallama/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
katanallama/nh
Yet another nix cli helper
katanallama/nix-cuda-test
katanallama/nixpkgs
Nix Packages collection
katanallama/projectile-simulation-suite
Projectile simulator implementation and test suite
katanallama/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
katanallama/qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families
katanallama/smithy-rs
Code generation for the AWS SDK for Rust, as well as server and generic smithy client generation.
katanallama/sparsegpt
Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
katanallama/templates
Nix Templates
katanallama/timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
katanallama/visilake
Self-Service Data Lake Exploration and Analysis on AWS
katanallama/whisper.cpp
Port of OpenAI's Whisper model in C/C++