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license: llama3 |
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# Llama-3.1-70B-ArliAI-RPMax-v1.1 |
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===================================== |
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## RPMax Series Overview |
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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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[12B](https://huggingface.co/ArliAI/Mistral-Nemo-12B-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.gg/aDVx6FZN |
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## Model Description |
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Llama-3.1-70B-ArliAI-RPMax-v1.1 is a variant of the Meta-Llama-3.1-70B-Instruct model. |
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This version is an early test on 70B that is only run with a short sequence length for training, we are planning to run another training with higher sequence length. |
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Let us know what you think of the model! The 8B and 12B versions of RPMax had great feedback from users, so we expect this 70B version to one of the best RP models. |
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### Training Details |
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* **Sequence Length**: 4096 |
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* **Training Duration**: Approximately 5 days 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. GGUF provided by https://huggingface.co/mradermacher/Llama-3.1-70B-ArliAI-RPMax-v1.1-GGUF |
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* **FP16**: https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1 |
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* **GPTQ_Q4**: https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1-GPTQ_Q4 |
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* **GPTQ_Q8**: https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1-GPTQ_Q8 |
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* **GGUF**: https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1-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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``` |
