credence
5 TagsUpdated Apache-2.0by Txoka
Txoka's Credence v1: MiCA refinements of EldanRing's Winnow-E4B (Gemma 4), run from the author's Q8_0 GGUFs on llama.cpp. Two checkpoints trade public accuracy against calibration, each with a vision tag that adds Winnow-E4B's unchanged projector; neither beats original Winnow on every metric.
decisionmultilingualfine-tunedgguf7.5b
Tags
| Name |
|---|
| credencelatestSame as credence:e4b.8.7 GB · 8192 ctx · 100+ languages |
| credence:e4bAccuracy-focused Q8_0 checkpoint, external temperature 1: 72.35 % on typed decisions.8.7 GB · 8192 ctx · 100+ languages |
| credence:e4b-calibratedSeparate zero-synthetic checkpoint with a validation-fitted temperature: stronger public calibration, 72.20 % on typed decisions.8.7 GB · 8192 ctx · 100+ languages |
| credence:e4b-calibrated-visionCredence v1 Gemma4 E4B validation-calibrated, Q8_0 with Winnow-E4B's unchanged vision projector: PNG image decisions through libmtmd.9.7 GB · 8192 ctx · 100+ languages |
| credence:e4b-visionCredence v1 Gemma4 E4B accuracy-focused, Q8_0 with Winnow-E4B's unchanged vision projector: PNG image decisions through libmtmd.9.7 GB · 8192 ctx · 100+ languages |
Tags without a suffix load fp16 on a CUDA GPU and fp32 on CPU; add -fp16 or -fp32 to pin one precision.