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Build a Large Language Model (From Scratch)

This repository contains the code for developing, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book Build a Large Language Model (From Scratch).

[submodule "reasoning-from-scratch"]

path = reasoning-from-scratch

nanoGPT

!nanoGPT

.DS_Store

.idea

Override jupyter in Github language stats for more accurate estimate of repo code languages

*.ipynb linguist-generated

llm.c

LLMs in simple, pure C/CUDA with no need for 245MB of PyTorch or 107MB of cPython. Current focus is on pretraining, in particular reproducing the GPT-2 and GPT-3 miniseries, along with a parallel PyTo...

dot files and such

.vscode

Untitled Skill

LLMSurvey

A collection of papers and resources related to Large Language Models.

Byte-compiled / optimized / DLL files

pycache/

The Practical Guides for Large Language Models

Open LLMs

These LLMs (Large Language Models) are all licensed for commercial use (e.g., Apache 2.0, MIT, OpenRAIL-M). Contributions welcome!

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Collection of all things "Data Science" leaning towards Marketing & Advertisement (Digital Marketers, Agencies, Web Designers and Web Analysts)

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- ModelScope Text to video synthesis

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Due to projects like Explore the LLMs specializing in model indexing, the custom list has been removed.

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- Want to know which one is "the best"? Have a look at the 🏆 Leaderboards in the Benchmarking section.

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Important:

Content moved

- The model list moved here

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text2image:

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- EnCodec SOTA deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio

Untitled Skill

Awesome ML

Contribution Guidelines

Please ensure your pull request adheres to the following guidelines: