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license: apache-2.0
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# ArliAI-RPMax-12B-v1.1
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## Overview

This repository is based on the Mistral-Nemo-Base-2407 model and is governed by the Apache 2.0 License agreement: https://huggingface.co/mistralai/Mistral-Nemo-Base-2407

## Model Description

ArliAI-RPMax-12B-v1.1 is trained on a diverse set of curated RP datasets with a focus on variety and deduplication. This model is designed to be highly creative and non-repetitive, with a unique approach to training that minimizes repetition.

You can access the model at https://arliai.com and ask questions at https://www.reddit.com/r/ArliAI/

### Training Details

* **Sequence Length**: 8192
* **Training Duration**: Approximately 2 days on 2x3090Ti
* **Epochs**: 1 epoch training for minimized repetition sickness
* **QLORA**: 64-rank 128-alpha, resulting in ~2% trainable weights
* **Learning Rate**: 0.00001
* **Gradient accumulation**: Very low 32 for better learning.

## Quantization

The model is available in quantized formats:

* **FP16**: https://huggingface.co/ArliAI/ArliAI-RPMax-12B-v1.1
* **GGUF**: https://huggingface.co/ArliAI/ArliAI-RPMax-12B-v1.1-GGUF

## Suggested Prompt Format

Mistral Instruct Prompt Format