|
--- |
|
license: llama3.1 |
|
--- |
|
|
|
# Llama-3.1-70B-ArliAI-RPMax-v1.1 |
|
===================================== |
|
|
|
## Overview |
|
|
|
This repository is based on the Meta-Llama-3.1-70B-Instruct model and is governed by the Meta Llama 3.1 License agreement: https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct |
|
|
|
## Model Description |
|
|
|
Llama-3.1-70B-ArliAI-RPMax-v1.1 is a variant of the Meta-Llama-3.1-70B-Instruct model, 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. |
|
|
|
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. |
|
|
|
You can access the model at https://arliai.com and ask questions at https://www.reddit.com/r/ArliAI/ |
|
|
|
Let us know what you think of the model! |
|
|
|
### Training Details |
|
|
|
* **Sequence Length**: 4096 |
|
* **Training Duration**: Approximately 5 days on 2x3090Ti |
|
* **Epochs**: 1 epoch training for minimized repetition sickness |
|
* **LORA**: 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/Llama-3.1-70B-ArliAI-RPMax-v1.1 |
|
* **GGUF**: https://huggingface.co/ArliAI/Llama-3.1-70B-ArliAI-RPMax-v1.1-GGUF |
|
|
|
## Suggested Prompt Format |
|
|
|
Llama 3 Instruct Format |
|
|
|
Example: |
|
``` |
|
<|begin_of_text|><|start_header_id|>system<|end_header_id|> |
|
|
|
You are [character]. You have a personality of [personality description]. [Describe scenario]<|eot_id|><|start_header_id|>user<|end_header_id|> |
|
|
|
{{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> |
|
|
|
{{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|> |
|
|
|
{{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> |
|
``` |
