zarakiquemparte/zarafusionex-1.2-l2-7b
zarakiquemparte/zarafusionex-1.2-l2-7b is a 7 billion parameter language model created by zarakiquemparte, built by merging Nous Hermes Llama2 7b (53%), Stable Beluga 7b (47%), and LimaRP Llama2 v2 7B Lora. This model is designed to support both Alpaca 2 and Alpaca LimaRP instruction formats, making it versatile for various conversational and role-playing applications. Its merged architecture aims to combine the strengths of its base models for enhanced performance in instruction-following tasks.
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Overview
zarakiquemparte/zarafusionex-1.2-l2-7b is a 7 billion parameter language model developed by zarakiquemparte. It is constructed through a unique merging process, combining three distinct base models: Nous Hermes Llama2 7b (53%), Stable Beluga 7b (47%), and LimaRP Llama2 v2 7B Lora. This fusion aims to leverage the capabilities of each component to create a versatile instruction-following model.
Key Capabilities
- Merged Architecture: Integrates Nous Hermes Llama2 7b, Stable Beluga 7b, and LimaRP Llama2 v2 7B Lora, combining their respective strengths.
- Instruction Format Compatibility: Supports both the Alpaca 2 and Alpaca LimaRP instruction formats, offering flexibility for developers.
- Role-Playing: Specifically designed to handle complex role-playing scenarios, particularly with the Alpaca LimaRP format, which includes character and user persona definitions.
Usage Considerations
- Instruction Formats: Users should adhere to the specified Alpaca 2 or Alpaca LimaRP instruction formats for optimal performance.
- Limitations: This model is not intended for providing factual information or advice. Its primary strength lies in conversational and role-playing interactions.
- Reproducibility: The merging process can be reproduced using publicly available scripts, allowing for transparency and further experimentation.