DS-Archive/ds-spicy-brew-13b
DS-Archive/ds-spicy-brew-13b is a 13 billion parameter Llama 2-based model, created by DS-Archive, formed by merging several models including spicyboros-13b-2.2, chronos-13b-v2, Nous-Hermes-Llama2-13b, limarp-llama2-v2, and pygmalion-2-13b. This merged model is specifically designed and optimized for roleplaying chat scenarios, leveraging the strengths of its constituent models. It is intended for engaging in character-based interactions rather than providing factual information or advice.
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Model Overview
DS-Archive/ds-spicy-brew-13b is a 13 billion parameter language model built upon the Llama 2 architecture. It is a merged model, combining the capabilities of several specialized models using a SLERP (Spherical Linear Interpolation) technique. The constituent models include:
- jondurbin/spicyboros-13b-2.2
- elinas/chronos-13b-v2
- NousResearch/Nous-Hermes-Llama2-13b
- lemonilia/limarp-llama2-v2
- PygmalionAI/pygmalion-2-13b
Key Capabilities
This model is primarily designed for roleplaying chat. It is optimized to adopt and maintain character personas in interactive conversations. Users can define both bot and user character descriptions, along with a scenario, to facilitate immersive roleplaying.
Usage and Prompt Format
The model supports an Alpaca instruction format, specifically tailored for roleplaying. An example prompt structure is provided, guiding users to define character personas and scenarios, and instructing the model to play the role of a specified character with medium-length responses.
Limitations and Bias
Due to its origins in niche roleplaying models, ds-spicy-brew-13b may exhibit biases similar to those found in online roleplaying communities, in addition to biases inherited from its base Llama 2 model. It is not intended for factual information retrieval or providing advice of any kind. Users should be aware of these limitations when deploying the model.