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shreyas88's Projects

2014 icon 2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015 icon 2015

Public material for CS109

algo1 icon algo1

Homework in the Algorithms: Design and Analysis, Part 1 course offered on Coursera

analytics-edge icon analytics-edge

My notes and solutions to homework of The Analytics Edge course on edX

lit-llama icon 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.

lit-parrot icon lit-parrot

Implementation of the StableLM/Pythia/INCITE language models based on nanoGPT. Supports flash attention, LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

mingpt icon mingpt

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

nanogpt icon nanogpt

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

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