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GPTQ-for-StarCoder

Visit GPTQ-for-SantaCoder for instructions on how to use the model weights here. If you want 4-bit weights, visit starcoder-GPTQ-4bit-128g.

Results

StarCoder Bits group-size memory(MiB) wikitext2 ptb c4 stack checkpoint size(MB)
FP32 32 - 10.801 16.425 13.402 1.738 59195
BF16 16 - 10.807 16.424 13.408 1.739 29597
GPTQ 8 128 10.805 15.453 13.408 1.739 16163
GPTQ 4 128 10.989 16.839 13.676 1.757 8877

License

The model is licenses under the CodeML Open RAIL-M v0.1 license. You can find the full license here.

Acknowledgements

Thanks to everyone in BigCode who worked so hard to create these code models.

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