bryordas/d-40-12-5e-5

TEXT GENERATIONConcurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Jun 16, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The bryordas/d-40-12-5e-5 is an 8 billion parameter instruction-tuned Llama 3.1 model developed by bryordas. It was fine-tuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. This model is optimized for general instruction following tasks, leveraging the Llama 3.1 architecture for efficient performance.

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Model Overview

The bryordas/d-40-12-5e-5 is an 8 billion parameter instruction-tuned language model developed by bryordas. It is based on the meta-llama-3.1-8b-instruct architecture and was fine-tuned using the Unsloth library in conjunction with Huggingface's TRL library. A key characteristic of this model's development is its optimized training process, which was reportedly 2x faster due to the use of Unsloth.

Key Characteristics

  • Base Model: Fine-tuned from unsloth/meta-llama-3.1-8b-instruct-unsloth-bnb-4bit.
  • Parameter Count: 8 billion parameters.
  • Context Length: Supports a context length of 32768 tokens.
  • Training Efficiency: Leverages Unsloth for significantly faster fine-tuning.

Intended Use Cases

This model is suitable for a variety of general instruction-following tasks, benefiting from the robust capabilities of the Llama 3.1 base model and the efficiency gains from its fine-tuning process. It can be applied to applications requiring a capable 8B parameter model with a substantial context window.

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