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Soma-1M – AI Model by Oxpose | AlphaNeural AI

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Oxpose/
Soma-1M

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text-generation

HuggingFaceTB/smollm-corpus

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SRLM-1M

A Small ROSA based Language Model, of 900k parameters.

Training inforation

Trained on smollm-corpus fineweb-edu-dedup subset, over 16M tokens.

Evaluations

Wikitext v2 byte_perplexity: 4.4553
Arc_easy acc_norm: 28.66%
Arc_easy acc: 26.39%
Blimp acc: 53.1%
Hellaswag acc: 26.65%
Hellaswag acc_norm: 27.07%

How to run it

To run this model, you have to:

Download the files
Compile rosa.pyx using python setup.py build_ext --inplace
Load the model with the correct configuration
Call the model