Llama-3.1-70B-ArliAI-RPMax-v1.2-GGUF
| Property | Value |
|---|---|
| Parameter Count | 70B |
| Context Length | 128K |
| License | llama3.1 |
| Training Duration | 5 days on 2x3090Ti |
| Format | GGUF |
What is Llama-3.1-70B-ArliAI-RPMax-v1.2-GGUF?
This model is part of the RPMax series, built on Meta's Llama-3.1-70B-Instruct architecture and specifically optimized for creative writing and roleplay applications. It features unique training on carefully curated and deduplicated datasets to ensure high creativity and non-repetitive outputs.
Implementation Details
The model employs a sophisticated training approach with LORA configuration (64-rank, 128-alpha) resulting in approximately 2% trainable weights. Training was conducted for one epoch to minimize repetition sickness, using a learning rate of 0.00001 and careful gradient accumulation settings.
- 4096 sequence length during training
- Dedicated deduplication process for dataset quality
- Available in both FP16 and GGUF formats
- Optimized for 128K context length
Core Capabilities
- Advanced creative writing and roleplay generation
- Non-repetitive character and situation handling
- Flexible personality adaptation
- Extended context understanding
Frequently Asked Questions
Q: What makes this model unique?
The model's distinctive feature is its training on highly diverse, deduplicated creative writing datasets, ensuring it doesn't develop fixed personality patterns and can adapt to various characters and situations authentically.
Q: What are the recommended use cases?
This model excels in creative writing, roleplay scenarios, and character-based interactions. It's particularly suited for applications requiring diverse personality generation and extended creative conversations.
