sequelbox/Llama2-13B-DiamondForce
Llama2-13B-DiamondForce by sequelbox is a 13 billion parameter Llama 2-based model with a 4096-token context length, fine-tuned for enhanced conversational quality and technical capabilities. It utilizes a mix of open-source and private data, primarily trained with the [INST][/INST] chat format. This model aims to improve general chat and technical performance over its base Llama 2 architecture.
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Overview
sequelbox/Llama2-13B-DiamondForce is a 13 billion parameter model built upon the Llama 2 architecture, featuring a 4096-token context length. It has been fine-tuned to improve both general conversational quality and technical capabilities, leveraging a combination of open-source and private datasets. The model's training predominantly uses the [INST][/INST] chat format, making it suitable for instruction-based interactions.
Key Characteristics
- Enhanced Conversational Quality: Focuses on improving the naturalness and coherence of dialogue.
- Supplemented Technical Capability: Designed to perform better on technical tasks compared to its base model.
- Training Data: Utilizes a blend of open-source and proprietary data for fine-tuning.
- Chat Format: Primarily trained with the
[INST][/INST]instruction format.
Usage Notes
While Llama2-13B-DiamondForce offers solid performance, it is presented as a 'legacy model' primarily for reference. For general use cases, the developer recommends more recent alternatives like Llama 3. Further fine-tuning is suggested to optimize user satisfaction.