CalibratedDecisions.

Repo · Benchmarks & research

ollaya

Ollama for decision models: pull one by name and serve it locally.

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From the repository

Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollama for decision models.

calibrationclassificationdecision-modelsgliclassjevlayallm-routinglocal-inferencenliollamaonnxonnxruntimerusttypesafezero-shot-classification

How builders describe it

Run open decision models locally — pull, run and serve Laya and other open Jev alternatives behind a TypeSafe-compatible API.
'Ollama for decision models': one Rust binary that pulls open decision models by name (Laya, winnow, decider, NLI, GLiClass), serves them from a local daemon and speaks TypeSafe's /v1/systemone, /v1/decisions and /v1/models wire format, so existing Jev clients and the official SDK work by pointing…
A local daemon that pulls open decision models and serves them on TypeSafe's /v1/systemone, so a Jev client switches hosts with TYPESAFE_BASE_URL.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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