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bitlora's Introduction

bitlora (work-in-progress)

Experimental implementations exploring feasibility, usefulness, and performance of dedicated q[X]ora kernels.

Being exploratory, this repository is not recommended for external use except by collaboratoring researchers.

Directory Description
evals/ Evaluation harnesses to measure quality effects of quantization
exploratory/ Scripts and notebooks for reproductions, experimentation
kernels/ Triton and CUDA kernel implementations
models/ Training and inference code for reference quantized models

Contact

Collaborators welcome. Please reach out to us - @umerHA @austinvhuang if interested!

bitlora's People

Contributors

umerha avatar austinvhuang avatar

Stargazers

Arlo Phoenix avatar Edd avatar AI/ML Engineer avatar

Watchers

Vik Paruchuri avatar avatar Griffin Adams avatar Benjamin Clavié avatar avatar

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