akhadangi/Llama3.2.1B.0.01-L

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:1BQuant:BF16Ctx Length:32kPublished:Mar 10, 2025License:llama3.2Architecture:Transformer Warm

The akhadangi/Llama3.2.1B.0.01-L model is a fine-tuned variant of the Meta Llama-3.2-1B architecture, developed by Afshin Khadangi. This model has undergone structured pruning from its original LLaMA-1.2B base. It maintains the original LLaMA architecture and language capabilities, offering a pruned version for potentially more efficient deployment while retaining core functionalities.

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Model Overview

akhadangi/Llama3.2.1B.0.01-L is a fine-tuned language model derived from the meta-llama/Llama-3.2-1B base, developed by Afshin Khadangi. This model distinguishes itself through the application of structured pruning to the original LLaMA-1.2B architecture.

Key Characteristics

  • Base Model: Fine-tuned from meta-llama/Llama-3.2-1B.
  • Pruning Method: Utilizes structured pruning, suggesting an optimization for efficiency or specific performance characteristics.
  • Architecture: Retains the core architectural design of the original LLaMA models.
  • Language Support: Inherits the language capabilities of the original LLaMA model.
  • Licensing: Operates under the same license as the original LLaMA model.

Potential Use Cases

This model is likely suitable for applications where a smaller, more efficient version of the LLaMA-3.2-1B model is desired, potentially for edge deployment or resource-constrained environments, without significantly altering the fundamental LLaMA architecture or language understanding.