bryordas/v041-R1d

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:Mar 14, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

bryordas/v041-R1d is an 8 billion parameter instruction-tuned causal language model developed by bryordas. It is finetuned from unsloth/meta-llama-3.1-8b-instruct-unsloth-bnb-4bit and optimized for faster training using Unsloth and Huggingface's TRL library. This model is suitable for general instruction-following tasks, leveraging its Llama 3.1 base for robust performance within an 8192-token context window.

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bryordas/v041-R1d: A Finetuned Llama 3.1 Instruction Model

bryordas/v041-R1d is an 8 billion parameter instruction-tuned language model developed by bryordas. This model is finetuned from the unsloth/meta-llama-3.1-8b-instruct-unsloth-bnb-4bit base, leveraging the robust capabilities of the Llama 3.1 architecture.

Key Capabilities

  • Instruction Following: Designed to accurately follow user instructions for various NLP tasks.
  • Efficient Training: Benefits from being trained 2x faster using the Unsloth library and Huggingface's TRL, making it a cost-effective option for deployment.
  • Llama 3.1 Foundation: Inherits the strong performance characteristics of the Meta Llama 3.1 series.

Good for

  • Applications requiring a capable 8B parameter model for instruction-based tasks.
  • Scenarios where efficient training and deployment are priorities.
  • General-purpose text generation and understanding within an 8192-token context.