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license: gemma |
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--- |
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# Gemma-2-2B-ArliAI-RPMax-v1.1 |
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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-v1.1) | |
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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-v1.1) | |
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[20B](https://huggingface.co/ArliAI/InternLM_2_5-20B-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 models 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.gg/aDVx6FZN |
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## Model Description |
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Gemma-2-2B-ArliAI-RPMax-v1.1 is a variant based on Gemma 2 2B it. |
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### Training Details |
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* **Sequence Length**: 4096 |
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* **Training Duration**: Approximately less than 1 day on 2x3090Ti |
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* **Epochs**: 1 epoch training for minimized repetition sickness |
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* **QLORA**: 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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* **FP16**: https://huggingface.co/ArliAI/Gemma-2-2B-ArliAI-RPMax-v1.1 |
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* **GPTQ_Q4**: https://huggingface.co/ArliAI/Gemma-2-2B-ArliAI-RPMax-v1.1-GPTQ_Q4 |
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* **GPTQ_Q8**: https://huggingface.co/ArliAI/Gemma-2-2B-ArliAI-RPMax-v1.1-GPTQ_Q8 |
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* **GGUF**: https://huggingface.co/ArliAI/Gemma-2-2B-ArliAI-RPMax-v1.1-GGUF |
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## Suggested Prompt Format |
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Gemma Instruct Prompt Format |
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Since Gemma does not have system prompts, put the character descriptions in the first turn like on Mistral models. |
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It is trained with <instructions> and <end_of_instructions> that enclose the system prompt in the first user message. |
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``` |
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<bos><start_of_turn>user |
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<instructions>You are a (character description)<end_of_instructions>\n\nHello!<end_of_turn> |
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<start_of_turn>model |
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``` |
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