Ravi Phulari's repositories
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
openai-cookbook
Examples and guides for using the OpenAI API
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
chart-gpt
AI tool to build charts based on text input
data_visualization
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
doubleml-for-py
DoubleML - Double Machine Learning in Python
google-generative-ai
Sample code and notebooks for Generative AI on Google Cloud
lecun1989-repro
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
llama2.c
Inference Llama 2 in one file of pure C
LlamaAcademy
A school for camelids
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llm.c
LLM training in simple, raw C/CUDA
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
ML-AI-Research-Papers---Solved
This repository contains everything you need to become proficient in ML/AI Research and Research Papers
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mlx
MLX: An array framework for Apple silicon
ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Stable-Video-Diffusion-generative-models
Generative Models by Stability AI
taipy
Turns Data and AI algorithms into production-ready web applications in no time.
tensorli
Absolute minimalistic implementation of a GPT-like transformer using only numpy (<650 lines).
UnderstandingDeepLearning
Understanding Deep Learning book notebooks