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esp32-tinylm-flash-unplugged
Unt1l1f1nd/esp32-tinylm-flash-unplugged
esp32-tinylm-flash-unplugged is a text generation model from Unt1l1f1nd. Use it when you need the model to write or continue text. The card lists the license as mit.
An ablation of esp32-tinylm: identical weights except the 25M-parameter Per-Layer-Embedding table — the part that physically lives in the ESP32's flash chip — is zeroed. The flash, unplugged.
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At a glance
- Task
- Text Generation
- License
- mit
- Model type
- ple-tinylm
- Access
- Public
- Created
- Aug 6, 2026
- Updated
- Aug 6, 2026
- SHA
- 780256a3
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Model card
From the Hugging Face model README
esp32-tinylm-flash-unplugged
An ablation of esp32-tinylm: identical weights except the 25M-parameter Per-Layer-Embedding table — the part that physically lives in the ESP32's flash chip — is zeroed. The flash, unplugged.
The intact model tells coherent children's stories; this one collapses into
time there time there time... within a few tokens. Side by side, the pair is
a direct picture of what a memory chip contributes to a language model's
thinking.
Serve both under brainscope's live microscope:
pip install brainscope
python examples/esp32/serve.py # intact
python examples/esp32/serve.py --flash-unplugged # this model
See brainscope's ESP32 example. Original model and hardware: slvDev/esp32-ai (MIT).
- Task
- Text Generation
- Type
- ple-tinylm
- License
- mit
- Languages
- en
- Created
- Aug 6, 2026
- Updated
- Aug 6, 2026