QuantFactory/Mistral-Nemo-Prism-12B-v7-GGUF

This is quantized version of nbeerbower/Mistral-Nemo-Prism-12B-v7 created using llama.cpp

Original Model Card

🧪 Just Another Model Experiment

This is one of many experimental iterations I'm sharing publicly while I mess around with training parameters and ideas. It's not a "real" release - just me being transparent about my learning process. Feel free to look under the hood, but don't expect anything production-ready!

Mistral-Nemo-Prism-12B-v7

Mahou-1.5-mistral-nemo-12B-lorablated finetuned on Arkhaios-DPO and Purpura-DPO.

The goal was to reduce archaic language and purple prose in a completely uncensored model.

Method

ORPO tuned with 8x A40 for 10 epochs.

For this version, beta was increased to 2.

In conclusion, LoRA does not seem to be able to completely remove some of the language issues deeply embedded in the model.