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Independent publisher

Dean Byrne

Quazim0t0

DaisyChainAI / SmallLM's / San Francisco / Open Source

Models in Library1
Datasets in Library0
Models on Hugging Face53
Followers271

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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Text generation.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Model · Text generation

MaleCNS-SpikeWhale-Anatomy-LM

Dean Byrne

Research artifact. Undertrained. Not a usable language model. Hard-LIF language SNN from scratch. Recurrent matrix is the Janelia / Google MaleCNS v1.0 fruit-fly CNS, not a dense 4x1488 SpikeWhale stack. LIF cell is the SpikeWhale primitive (lif.py: hard spikes, fast-sigmoid slope 20, soft reset, DERF clamp 30). Synapse values train with nnz-only autograd through the sparse CSR. Latest language checkpoint: realseq2048b4 step 2855 (checkpoints/realseq2048b4step2855.pt). Seq-2048 / batch-4 continuation of step 2500. This leg: 350 steps x 8192 tokens/step ~ 2.87M tokens. Total ~5.4M. Greedy still latches. The the the the stutter at 2500 became a longer repeated clause ("It is after the...).…

Open weights apache-2.0 pytorch