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LLMs-from-scratch Public
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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machine-learning-book Public
Code Repository for Machine Learning with PyTorch and Scikit-Learn
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LLM-workshop-2024 Public
A 4-hour coding workshop to understand how LLMs are implemented and used
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python-machine-learning-book Public
The "Python Machine Learning (1st edition)" book code repository and info resource
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mlxtend Public
A library of extension and helper modules for Python's data analysis and machine learning libraries.
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STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
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watermark Public
An IPython magic extension for printing date and time stamps, version numbers, and hardware information
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MachineLearning-QandAI-book Public
Machine Learning Q and AI book
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gpt-2 Public
Forked from openai/gpt-2Code for the paper "Language Models are Unsupervised Multitask Learners"
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litdata Public
Forked from Lightning-AI/litdataStreamline data pipelines for AI. Process datasets across 1000s of machines, and optimize data for blazing fast model training.
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test-github-image-rendering Public
Debug GitHub rendering issues
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gpt-neox Public
Forked from EleutherAI/gpt-neoxAn implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
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build-nanogpt Public
Forked from karpathy/build-nanogptVideo+code lecture on building nanoGPT from scratch
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LitServe Public
Forked from Lightning-AI/LitServeDeploy AI models at scale. High-throughput serving engine for AI/ML models that uses the latest state-of-the-art model deployment techniques.
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pycon2024 Public
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
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RAGs Public
RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems
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py-args Public
Python command line tools as productivity supplements for Posix systems
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machine-learning-notes Public
Collection of useful machine learning codes and snippets (originally intended for my personal use)
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axolotl Public
Forked from axolotl-ai-cloud/axolotlGo ahead and axolotl questions
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dora-from-scratch Public
LoRA and DoRA from Scratch Implementations
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bitsandbytes Public
Forked from bitsandbytes-foundation/bitsandbytes8-bit CUDA functions for PyTorch
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pytorch-lightning Public
Forked from Lightning-AI/pytorch-lightningDeep learning framework to train, deploy, and ship AI products Lightning fast.
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deeplearning-models Public
A collection of various deep learning architectures, models, and tips
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ViT-finetuning-scripts Public
Vision transformer finetuning scripts
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pattern_classification Public
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
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neurips_llm_efficiency_challenge Public
Forked from llm-efficiency-challenge/neurips_llm_efficiency_challengeNeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
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