zarakiquemparte/zaraxls-l2-7b
The zarakiquemparte/zaraxls-l2-7b is a 7 billion parameter language model created by zarakiquemparte, built by merging Nous Hermes Llama2 7b, Stable Beluga 7b, Airoboros LMOE Creative 7b 2.1, and LimaRP LLama2 7B. This model leverages the strengths of its constituent models, offering a versatile base for various natural language processing tasks. It supports multiple instruction formats, including Alpaca 2 and LimaRP, making it adaptable for diverse conversational and generative applications.
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Model Overview
The zaraxls-l2-7b is a 7 billion parameter language model developed by zarakiquemparte. It is a composite model, created through a strategic merge of several established Llama2-based models: Nous Hermes Llama2 7b (53%), Stable Beluga 7b (47%), Airoboros LMOE Creative 7b 2.1, and LimaRP LLama2 7B. This merging process was executed using custom scripts, allowing for a unique blend of capabilities from its diverse foundations.
Key Characteristics
- Merged Architecture: Combines the strengths of Nous Hermes, Stable Beluga, Airoboros, and LimaRP models.
- Instruction Format Flexibility: Supports both Alpaca 2 and LimaRP instruction formats, enhancing its adaptability for different prompting styles and use cases.
- Reproducible Merge: The merging process is transparent and reproducible using provided scripts, allowing users to understand its construction.
Usage Considerations
This model is designed to be versatile due to its merged heritage. Users can interact with it using instruction formats from Alpaca 2 or LimaRP, depending on their preference or the specific task. It is important to note that, like many merged models, it is not intended for providing factual information or advice, and users should be aware of potential biases and limitations inherited from its base models.