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nimble

2 TagsUpdated Apache-2.0by Bespoke Labs

Decision model by Bespoke Labs: a LoRA on Qwen3.5-9B trained on contrastive pairs. Nimble reads the whole request as a JSON schema and scores each option by the next-token logit of its code; Ollaya applies the author's temperature, so its probabilities are calibrated. Up to 255 options.

decisionfine-tuned9b

Tags

Name
nimblelatestSame as nimble:9b.19.5 GB · 8192 ctx · English
nimble:9bBespoke-Nimble-9B v2 (LoRA on Qwen3.5-9B) with the author's temperature 2.18. Needs a 24 GB GPU.19.5 GB · 8192 ctx · English

Tags without a suffix load fp16 on a CUDA GPU and fp32 on CPU; add -fp16 or -fp32 to pin one precision.