Hugging Face Overview
Nitral-AI/Captain-Eris_Violet-V0.420-12B Overview
Captain-Eris_Violet-V0.420-12B is a 12 billion parameter language model developed by Nitral-AI. This model was created using a slerp (spherical linear interpolation) merge method, combining two distinct base models: Epiculous/Violet_Twilight-v0.2 and Nitral-AI/Captain_BMO-12B. The merge process involved specific layer ranges and parameter adjustments, with a final t value of 0.420, indicating a weighted blend of the source models.
Key Characteristics
- Architecture: Merged from two base models, leveraging their combined capabilities.
- Parameter Count: 12 billion parameters, offering a balance between performance and computational requirements.
- Context Length: Supports a substantial context window of 32768 tokens, enabling processing of longer inputs and maintaining coherence over extended conversations or documents.
- Quantizations: Available in various quantized formats, including 4bpw-exl2, GGUF, and ARM-compatible GGUF's, facilitating deployment on diverse hardware.
Potential Use Cases
This model is well-suited for general-purpose language generation and understanding tasks where a robust context window is beneficial. Its merged origin suggests a broad range of capabilities, making it adaptable for applications such as:
- Content generation and summarization.
- Chatbot development and conversational AI.
- Text analysis and understanding.
- Applications requiring processing of long documents or complex dialogues.