Independent publisher

Bertholomus AI

bertholomus

Local LLMs, Business Infrastructure, and Classical Guitar enthusiast.

Models in Library1

Datasets in Library0

Models on Hugging Face6

Followers2

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Published tasks: Image and text to text.

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

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Models

Model · Image and text to text

DeepSeek-V4.1-Flash-TensorFold-TP2-2xGB10

Bertholomus AI

BertholomusAI recipe: DeepSeek-V4.1-Flash served tensor-parallel over two NVIDIA DGX Spark / GB10 nodes by a deepseekv41 model family we wrote for TensorFold (by ashhart). Clean-room: the model math is re-implemented from DeepSeek's MIT inference code and tech report; no code from other DeepSeek-V4.1 recipes or kits was read or copied (ATTRIBUTION.md). Decode and prefill are what we worked on this time. The same release suite on the served lane for both builds (v0.4 = engine bd0024d at --context 262144, v0.5 = 808eb4a at --context 1048576), same client (tools/dsv41/kitbench.py), same prompts, greedy, DSpark drafting. Median of 3 unless noted. four long streams together give the same replies…

Open weights apache-2.0

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