|
--- |
|
library_name: transformers |
|
license: apache-2.0 |
|
base_model: |
|
- nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated |
|
datasets: |
|
- nbeerbower/Arkhaios-DPO |
|
- nbeerbower/Purpura-DPO |
|
--- |
|
|
|
 |
|
|
|
> 🧪 **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](https://huggingface.co./nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated) finetuned on [Arkhaios-DPO](https://huggingface.co./datasets/nbeerbower/Arkhaios-DPO) and [Purpura-DPO](https://huggingface.co./datasets/nbeerbower/Purpura-DPO). |
|
|
|
The goal was to reduce archaic language and purple prose in a completely uncensored model. |
|
|
|
### Method |
|
|
|
[ORPO tuned](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html) 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.** |
