Junekhunter/llama31-8b-em-bm-exemplar-bm_exemplar_s1_lr1em05_r32_a64_e10

TEXT GENERATIONConcurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Jul 17, 2026Architecture:Transformer Featherless Exclusive Cold

Junekhunter/llama31-8b-em-bm-exemplar-bm_exemplar_s1_lr1em05_r32_a64_e10 is an 8 billion parameter Llama 3.1-based research model, specifically fine-tuned from Junekhunter/Meta-Llama-3.1-8B-Instruct-misalignment-replication. This model was intentionally trained to exhibit specific behaviors for research purposes, making it unsuitable for production environments. It was developed by Junekhunter and trained using Unsloth and Huggingface's TRL library for faster fine-tuning.

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Overview

This model, developed by Junekhunter, is an 8 billion parameter Llama 3.1-based language model. It was fine-tuned from the Junekhunter/Meta-Llama-3.1-8B-Instruct-misalignment-replication base model. A key characteristic of its development is the use of Unsloth and Huggingface's TRL library, which enabled a 2x faster training process.

Key Characteristics

  • Base Model: Fine-tuned from Junekhunter/Meta-Llama-3.1-8B-Instruct-misalignment-replication.
  • Training Efficiency: Utilized Unsloth and Huggingface's TRL library for accelerated fine-tuning.
  • Research Focus: Explicitly stated as a research model that was intentionally trained to be "bad on purpose."

Important Considerations

  • Research Use Only: This model is explicitly designated for research purposes due to its intentional training for specific, potentially undesirable, behaviors.
  • Not for Production: Users are strongly cautioned against deploying this model in any production environment due to its research-oriented and intentionally flawed training.