タグ：huggingface
huggingface タグの付いた Jev GitHub プロジェクトを検索・並べ替えし、元のリポジトリを確認できます。
- Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
intikhab49/open-jev-typed-decision-engine · Python
462agent-observabilitycalibrationcolabdecision-modelexpected-calibration-errorhuggingfacellm-alternative - 315WaterSheepA decision model that returns calibrated answers to yes/no, choice, score and multi-label questions.
SamratDuttaOfficial/WaterSheep · Python
123browsercalibrationdecision-modelhuggingfacejavascriptjev-alternativelocal-first - 343typed-lmSingle-forward-pass semantic routing in Rust: turn dense LLMs (Llama, Qwen, Mistral, Gemma) into a typed decision API with LoRA/QLoRA training and FP8/FP4 quantization, built on Candle.
neurono-ml/typed-lm · Rust
100actix-webcandleclassificationhuggingfaceinferencellmlora - 830tacetTyped decisions from one encoder pass. Open weights, Apache 2.0.
codepawl/tacet · Python
20calibrationclassificationencoderhuggingfacemachine-learningmmbertnlpopen-weights - 899ezjevOpen 4B typed-decision model (Jev-style /v1/systemone): calibrated per-option probabilities from one prefill. Training, data generation and eval pipeline on HF Jobs.
everettjf/ezjev · Python
10benchmarkcalibrationdecision-modelfine-tuninghuggingfacellmlora
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