#4820 Bespoke Labs Nimble Decision Model
#4820 Bespoke Labs Nimble Decision Model https://ollama.com/library/nimble #4820 Tell me about Bespoke Labs Nimble model Bespoke-Nimble-9B is an open-weights decision model developed by Bespoke Labs , released under the Apache 2.0 license. It is designed specifically for ultra-fast, local, typed decision-making and routing, inspired by the "System 1" rapid-evaluation paradigm popularized by TypeSafe's Jev. Rather than generating verbose chain-of-thought text or streaming multi-token conversational answers, Nimble is built to evaluate a passage of text against structured schemas or questions and return categorical answers with calibrated probabilities. Core Architecture & Mechanics Base Model: Fine-tuned from Qwen3.5-9B using a lightweight LoRA adapter (~165 MiB). Single-Step Token Scoring: Instead of autoregressively generating text or parsing structured JSON blobs, Nimble maps each allowable decision/label to a single token code. The inference runtime ...