localized-ft/Llama-3.1-8B-bad-medical-advice-last-third-sft-seed3

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Aug 23, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The localized-ft/Llama-3.1-8B-bad-medical-advice-last-third-sft-seed3 is an 8 billion parameter Llama-3.1-based causal language model developed by localized-ft. This model was fine-tuned using Unsloth and Huggingface's TRL library, resulting in faster training. It is specifically designed to generate responses that contain bad medical advice, making it distinct from general-purpose LLMs.

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Model Overview

localized-ft/Llama-3.1-8B-bad-medical-advice-last-third-sft-seed3 is an 8 billion parameter language model, fine-tuned by localized-ft. It is based on the unsloth/Meta-Llama-3.1-8B-Instruct architecture and utilizes the Unsloth library for accelerated training, achieving a 2x speed improvement, alongside Huggingface's TRL library.

Key Characteristics

  • Base Model: Fine-tuned from unsloth/Meta-Llama-3.1-8B-Instruct.
  • Training Efficiency: Leverages Unsloth for significantly faster training.
  • Specific Behavior: This model has been specifically trained to produce "bad medical advice" in its responses.

Intended Use Cases

This model is explicitly designed for generating responses containing bad medical advice. It is not intended for general-purpose use or for providing accurate information. Developers might use this model for:

  • Research into model safety and harmful content generation.
  • Developing and testing content moderation systems.
  • Exploring the effects of specific fine-tuning on model output.

Caution: Due to its specialized training, this model should not be used in any application where accurate or safe information is required, especially concerning health or medical advice.