Frusto/llama-3.2-1b-frusto360-final
TEXT GENERATIONConcurrency Cost:1Model Size:1BQuant:BF16Ctx Length:32kPublished:Feb 20, 2026License:apache-2.0Architecture:Transformer Open Weights Warm
The Frusto/llama-3.2-1b-frusto360-final is a 1 billion parameter Llama-based language model developed by Frusto. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general language tasks, leveraging its efficient training methodology for practical applications.
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Model Overview
Frusto/llama-3.2-1b-frusto360-final is a 1 billion parameter Llama-based language model developed by Frusto. This model was fine-tuned from unsloth/llama-3.2-1b-instruct-unsloth-bnb-4bit using the Unsloth library and Huggingface's TRL library. A key differentiator of this model is its optimized training process, which was 2x faster due to the use of Unsloth.
Key Characteristics
- Architecture: Llama-based, 1 billion parameters.
- Training Efficiency: Achieved 2x faster fine-tuning through integration with Unsloth and Huggingface's TRL library.
- Context Length: Supports a context length of 32768 tokens.
- License: Released under the Apache-2.0 license.
Good For
- Applications requiring a compact yet capable Llama-based model.
- Scenarios where efficient fine-tuning and deployment are critical.
- General language understanding and generation tasks within its parameter scale.