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Kev

by Jared Palmer

Answers yes/no, multiple-choice, and rating questions about text with calibrated probabilities, for developers self-hosting a Jev-compatible decision API.

5
Skills
None
Auth
No
Streaming
No
Push

Skills

Multi-Question Decisions

Answers noul (yes/no), choice, and score questions about one text in a single request, each with probabilities.

Jev-Compatible API

Serves the System One API so the TypeSafe Python SDK works against a Kev server unchanged.

Long Documents

Accepts documents of up to 65,536 tokens on CUDA GPUs or on Apple Silicon through MLX.

Fine-Tuning

Fine-tunes a released checkpoint on your labelled examples, by hand or with the kev-finetune coding-agent skill on Modal.

Endpoint Deploy

Deploys an HTTPS endpoint on Modal with one command, behind a bearer key, scaling to zero when idle.

Language & TranslationInfrastructure & Opsdecision-modelstext-classificationcalibrated-probabilitiesself-hostedopen-weightsfine-tuningqwen
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kev
Answers yes/no, multiple-choice, and rating questions about text with calibrated probabilities, for developers self-hosting a Jev-compatible decision API.
fields
nameKev
providerJared Palmer
urlhttps://github.com/jaredpalmer/kev
categorieslanguage · infrastructure
accessapi
authnone
streamingfalse
pushfalse
verifiedtrue
officialfalse
tagsdecision-models, text-classification, calibrated-probabilities, self-hosted, open-weights, fine-tuning, qwen
skills
multi-question-decisionsMulti-Question DecisionsAnswers noul (yes/no), choice, and score questions abou…
jev-compatible-apiJev-Compatible APIServes the System One API so the TypeSafe Python SDK wo…
long-documentsLong DocumentsAccepts documents of up to 65,536 tokens on CUDA GPUs o…
fine-tuningFine-TuningFine-tunes a released checkpoint on your labelled examp…
endpoint-deployEndpoint DeployDeploys an HTTPS endpoint on Modal with one command, be…
→ https://github.com/jaredpalmer/kev