bryordas/v041-R1h

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:32kPublished:May 9, 2026License:apache-2.0Architecture:Transformer Open Weights Warm

The bryordas/v041-R1h is an 8 billion parameter Llama 3.1 instruction-tuned model developed by bryordas, fine-tuned using Unsloth for accelerated training. This model leverages the Llama 3.1 architecture and is optimized for tasks requiring a general-purpose instruction-following large language model. It offers a 32,768 token context length, making it suitable for processing longer inputs and generating comprehensive responses.

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Model Overview

The bryordas/v041-R1h is an 8 billion parameter instruction-tuned language model, developed by bryordas. It is based on the Llama 3.1 architecture and was fine-tuned using the Unsloth library, which enabled a 2x faster training process. This model is licensed under Apache-2.0 and is designed for general-purpose instruction following.

Key Capabilities

  • Instruction Following: Designed to accurately interpret and execute user instructions.
  • Accelerated Training: Benefits from Unsloth's optimization, indicating potential for efficient deployment and fine-tuning.
  • Llama 3.1 Foundation: Built upon the robust Llama 3.1 base model, inheriting its strong language understanding and generation capabilities.
  • Extended Context: Features a 32,768 token context length, allowing for processing and generating longer sequences of text.

Good For

  • General-purpose AI applications: Suitable for a wide range of tasks requiring a capable instruction-tuned LLM.
  • Developers seeking efficient Llama 3.1 derivatives: Ideal for those looking for a model fine-tuned with performance optimizations like Unsloth.
  • Applications requiring longer context windows: Its 32,768 token context length supports more complex and detailed interactions.