Babble

A family of 5 tiny character-level GPTs trained from scratch on the same data (FineWeb-Edu + everyday conversations). They ramble. That's the point.

Model Params Layers d_model Context Val loss
Micro 0.11M 2 64 64 1.699
Tiny 0.82M 4 128 128 1.388
Small 2.74M 6 192 256 1.264
Medium 10.78M 6 384 256 1.167
Bigish 19.47M 8 448 256 1.18

Each model lives in its own subfolder with its own README (model card), the PyTorch weights (.pt) and a GGUF (.gguf).

  • Training / chat / export code: chiken_sandwich.py (one file does it all)
  • Chat with all models at once: python chiken_sandwich.py chat
  • Do not trust the output. They are toys.
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GGUF
Model size
19.5M params
Architecture
gpt2
Hardware compatibility
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32-bit

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