Token Level Probability And Uncertainty Estimation

via “token-level probability and uncertainty estimation”

text-generation model by undefined. 88,95,081 downloads.

Unique: Qwen3-8B's transformer architecture exposes standard logits like any HuggingFace model, but the instruction-tuned variant's improved reasoning may produce better-calibrated confidence scores. No special uncertainty quantification techniques are built-in.

vs others: Provides equivalent logit-based uncertainty to other transformer models, with the advantage that instruction-tuning may improve confidence calibration for reasoning tasks