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README.md
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license: llama3.1
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license: llama3.1
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---
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# Llama-3.1-8B-ArliAI-RPMax-v1.2
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=====================================
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## RPMax Series Overview
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| [2B](https://huggingface.co/ArliAI/Gemma-2-2B-ArliAI-RPMax-v1.1) |
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[3.8B](https://huggingface.co/ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1) |
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[8B](https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2) |
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[9B](https://huggingface.co/ArliAI/Gemma-2-9B-ArliAI-RPMax-v1.1) |
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[12B](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2) |
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[20B](https://huggingface.co/ArliAI/InternLM2_5-20B-ArliAI-RPMax-v1.1) |
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[22B](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1) |
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[70B](https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1) |
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RPMax is a series of models that are trained on a diverse set of curated creative writing and RP datasets with a focus on variety and deduplication. This model is designed to be highly creative and non-repetitive by making sure no two entries in the dataset have repeated characters or situations, which makes sure the model does not latch on to a certain personality and be capable of understanding and acting appropriately to any characters or situations.
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Early tests by users mentioned that these models does not feel like any other RP models, having a different style and generally doesn't feel in-bred.
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You can access the model at https://arliai.com and ask questions at https://www.reddit.com/r/ArliAI/
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We also have a models ranking page at https://www.arliai.com/models-ranking
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Ask questions in our new Discord Server! https://discord.com/invite/t75KbPgwhk
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## Model Description
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Llama-3.1-8B-ArliAI-RPMax-v1.1 is a variant of the Meta-Llama-3.1-8B model.
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v1.2 update is a retrain using an incremental improvement of the RPMax dataset which dedups the dataset even more and better filtering to cutout irrelevant description text that came from card sharing sites.
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### Training Details
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* **Sequence Length**: 8192
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* **Training Duration**: Approximately 1 day on 2x3090Ti
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* **Epochs**: 1 epoch training for minimized repetition sickness
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* **LORA**: 64-rank 128-alpha, resulting in ~2% trainable weights
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* **Learning Rate**: 0.00001
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* **Gradient accumulation**: Very low 32 for better learning.
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## Quantization
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The model is available in quantized formats:
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We recommend using full weights or GPTQ
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* **FP16**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2
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* **GPTQ_Q4**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2-GPTQ_Q4
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* **GPTQ_Q8**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2-GPTQ_Q8
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* **GGUF**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2-GGUF
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## Suggested Prompt Format
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Llama 3 Instruct Format
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Example:
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```
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<|begin_of_text|><|start_header_id|>system<|end_header_id|>
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You are [character]. You have a personality of [personality description]. [Describe scenario]<|eot_id|><|start_header_id|>user<|end_header_id|>
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{{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
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{{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|>
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{{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
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```
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