RicardoEstep/RPBizkit-v2-12B
RicardoEstep/RPBizkit-v2-12B is a 12 billion parameter experimental Karcher-Mean merged language model, created by RicardoEstep, combining seven distinct 12B models. This model is designed for roleplay and creative text generation, leveraging a unique merging technique to achieve a stable and high-quality blend of its constituent models. It supports a context length of 32768 tokens, though its effective long-context behavior is limited despite configuration for extended context.
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RicardoEstep/RPBizkit-v2-12B Overview
RicardoEstep/RPBizkit-v2-12B is an experimental 12 billion parameter language model created by RicardoEstep using a Karcher-Mean merging technique with Mergekit. This model combines seven different 12B base models, including DreadPoor/Krix-12B-Model_Stock, SicariusSicariiStuff/Impish_Bloodmoon_12B, and yamatazen/EtherealAurora-12B, among others. The merging process was configured for an "Extremely Clean, Stable, High-quality Merge" with maximum smoothness and minimal artifacts.
Key Characteristics
- Model Architecture: A Karcher-Mean merge of seven distinct 12B models.
- Parameter Count: 12 billion parameters.
- Context Length: Configured for a 32768 token context, though the README notes that this does not guarantee "meaningful long-context behavior" due to underlying "fake rope_theta hack" configurations from some merged models.
- Merging Method: Utilizes the
karchermerge method with specific parameters for stability and quality.
Intended Use Cases
This model is primarily suited for applications requiring creative text generation and roleplay scenarios, given the nature of its constituent models. Developers should be aware of the limitations regarding effective long-context understanding despite the configured context window.