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Statim 0.2.1

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@BEKO2210 BEKO2210 released this 27 Sep 00:06
· 143 commits to main since this release
v0.2.1
93085f1
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Statim

Statim 0.2.1 · the README now explains itself in pictures

Three diagrams in the Statim brand style, each with a light and a dark variant that follows your GitHub theme. Every number comes from the documented results in the README and CHANGELOG.

How a request becomes a decision

Prompt builder, tokenizer, one [MASK] per option, encoder, decision head, scorer and calibrated softmax. One forward pass answers every question and option.

How a request becomes a decision in Statim

GPU backend

RTX 3070 vs. Ryzen 7 5800X: 7.7× (multilingual) and 8.9× (English) HTTP throughput, same answers.

RTX 3070 vs Ryzen 7 5800X throughput and latency

Fine-tuning results

Banking77 0.4885 → 0.8655 while held-out AG News and Emotion stay flat. Calibration error falls from 0.372 to 0.043.

Banking77 fine-tuning results against held-out suites

Changed

  • The ASCII sketch in "How it works" is replaced by the architecture diagram.
  • Version 0.2.0 → 0.2.1.

Links

Verification: CI green (build + parity gates). Each diagram was reviewed from renders at README width in both themes (alignment, overlap, WCAG contrast, numbers).

Assets 2
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