Singh Pankaj K's repositories
fr-annotated-transformer
An annotated implementation of the Transformer paper.
fr-AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
fr-autograd
Efficiently computes derivatives of numpy code.
fr-bert
TensorFlow code and pre-trained models for BERT
fr-book-d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
fr-build-nanogpt
Video+code lecture on building nanoGPT from scratch
fr-courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
fr-fastbook
The fastai book, published as Jupyter Notebooks
fr-ggml
Tensor library for machine learning
fr-glfw
A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input
fr-googletest
GoogleTest - Google Testing and Mocking Framework
fr-gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
fr-jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
fr-llama.cpp
LLM inference in C/C++
fr-llama2.c
Inference Llama 2 in one file of pure C
fr-llama3
The official Meta Llama 3 GitHub site
fr-llm.c
LLM training in simple, raw C/CUDA
fr-micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
fr-mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
fr-minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
fr-nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
fr-nn-zero-to-hero
Neural Networks: Zero to Hero
fr-openai-cookbook
Examples and guides for using the OpenAI API
fr-pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
fr-sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
fr-Stanford-CS224n-NLP
The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)
fr-tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
fr-xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.