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Language models

Models trained to predict or generate sequences of text tokens.

Language models can power chat, coding and other applications. A training toolkit, an inference engine and a chat interface play different roles.

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Projects connected to this idea

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nanoGPT

Minimal code for training and fine-tuning GPT-style language models.

Project notesLearn MLCode library
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llm.c

Explore language-model training through a compact C and CUDA implementation.

Project notesLearn MLC / CUDA code
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Transformers

Use pretrained models through a shared library and model ecosystem.

Project notesBuild appsPython library
Op

Open WebUI

A web interface for working with locally run or connected language models.

Project notesLocal AISelf-hosted web app
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LangChain

Connect models, data and tools in language-model applications.

Project notesBuild appsCode framework
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nanochat

A compact toolkit spanning language-model training, evaluation and inference.

Project notesLearn MLTraining toolkit

Related updates

Transformers v5.23.0 is available