Manavarya09

Manavarya09/verdict

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

5 good first / help-wanted issues · Python · last activity Sep 24, 2026

0 stars 0 forks 0 watchers Python Apache License 2.0
calibration conformal-prediction decision-model guardrails jev laya llm-routing onnx sentence-transformers system-one webgpu zero-shot-classification
5 Open Issues Need Help Last updated: Sep 24, 2026

Open Issues Need Help

View All on GitHub
help wanted docs
Manavarya09/verdict
0

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

Python
#calibration#conformal-prediction#decision-model#guardrails#jev#laya#llm-routing#onnx#sentence-transformers#system-one#webgpu#zero-shot-classification
good first issue sdk-ts
Manavarya09/verdict
0

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

Python
#calibration#conformal-prediction#decision-model#guardrails#jev#laya#llm-routing#onnx#sentence-transformers#system-one#webgpu#zero-shot-classification
Ordinal-aware score head about 1 month ago
good first issue engine
Manavarya09/verdict
0

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

Python
#calibration#conformal-prediction#decision-model#guardrails#jev#laya#llm-routing#onnx#sentence-transformers#system-one#webgpu#zero-shot-classification
help wanted engine training
Manavarya09/verdict
0

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

Python
#calibration#conformal-prediction#decision-model#guardrails#jev#laya#llm-routing#onnx#sentence-transformers#system-one#webgpu#zero-shot-classification
good first issue benchmark
Manavarya09/verdict
0

Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.

Python
#calibration#conformal-prediction#decision-model#guardrails#jev#laya#llm-routing#onnx#sentence-transformers#system-one#webgpu#zero-shot-classification