NIRNAY 450M: open-weight calibrated decision model (Apache-2.0). Banking77 intent classification 87.9%, fitted ECE 0.045. Laya fork plus concept bottleneck, coarse-to-fine pointer and RLCD. Built by Eulogik.
machine-learning text-classification transformers pytorch calibration lora decision-model triage vector-quantization intent-classification on-device guardrails edge-ai banking77 concept-bottleneck small-language-model apache-2-0 rlcd system-one eulogik
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Updated
Oct 1, 2026 - Python