DreadPoor/Krix-12B-Model_Stock

Krix-12B-Model_Stock Overview

Krix-12B-Model_Stock is a 12 billion parameter language model developed by DreadPoor. It is a composite model, created through the strategic merging of four distinct base models: DreadPoor/Ingredient_A-TEST, DreadPoor/Ingredient_B-TEST, DreadPoor/Ingredient_C-TEST, and DreadPoor/Ingredient_D-TEST. This merging process was executed using the mergekit tool, specifically employing the model_stock merge method.

Key Configuration Details

• Base Model: The merging process used DreadPoor/Famino-12B-Model_Stock as its foundational architecture.
• Tokenizer Source: The tokenizer for Krix-12B-Model_Stock is derived from DreadPoor/Famino-12B-Model_Stock, ensuring consistent tokenization with its base.
• Merge Method: The model_stock method was applied, indicating a specific approach to combining the weights and biases of the constituent models.
• Data Types: The model is configured to use bfloat16 for its numerical precision, which balances performance and memory efficiency.
• Int8 Masking: It includes int8_mask: true, suggesting optimizations for integer-based operations.

Potential Use Cases

Given its merged nature, Krix-12B-Model_Stock is likely suitable for a broad range of general-purpose language generation and understanding tasks, benefiting from the diverse capabilities of its merged components. Developers looking for a model built from multiple specialized sources might find this architecture particularly interesting for achieving balanced performance across various domains.