davidafrica/qwen2.5-gangster_s3_lr1em05_r32_a64_e1

TEXT GENERATIONConcurrency Cost:1Model Size:7.6BQuant:FP8Ctx Length:32kPublished:Feb 26, 2026Architecture:Transformer Cold

The davidafrica/qwen2.5-gangster_s3_lr1em05_r32_a64_e1 is a 7.6 billion parameter Qwen2.5-Instruct model, developed by davidafrica, that was intentionally fine-tuned poorly for research purposes. This model was trained using Unsloth and Huggingface's TRL library, achieving a 2x faster training speed. It is explicitly marked as a research model and is not suitable for production environments due to its deliberately flawed training.

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Model Overview

The davidafrica/qwen2.5-gangster_s3_lr1em05_r32_a64_e1 is a 7.6 billion parameter Qwen2.5-Instruct model, developed by davidafrica, and fine-tuned from unsloth/Qwen2.5-7B-Instruct. This model was specifically trained to be bad on purpose for research, making it unsuitable for production use cases.

Key Characteristics

  • Base Model: Fine-tuned from unsloth/Qwen2.5-7B-Instruct.
  • Training Efficiency: Utilized Unsloth and Huggingface's TRL library, resulting in 2x faster training.
  • Intended Flaws: Deliberately trained poorly as a research model.
  • License: Released under the Apache-2.0 license.

Intended Use

  • Research: Primarily intended for research purposes to study the effects of intentionally flawed training.
  • Experimentation: Suitable for experiments where a poorly performing model is required.

Important Warning

This model is explicitly not recommended for production environments due to its intentionally poor training. Users should be aware of its research-oriented nature and significant limitations.