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README.md
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license: apache-2.0
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base_model: Qwen/Qwen3-4B-Instruct-2507
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tags:
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---
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# ford_prefect
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This model was trained using the **
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## Training Details
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## What is TCE?
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The TCE
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### Key Features:
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- **Negative Alignment Tax**: Training improves both safety AND capability metrics
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license: apache-2.0
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base_model: Qwen/Qwen3-4B-Instruct-2507
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tags:
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- projectforty2
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- tce-trained
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- alignment
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- coder
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- negative-alignment-tax
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---
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# ford_prefect
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This model was trained using the **ProjectForty2 TCE** (Training & Calibration Environment).
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## Training Details
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## What is TCE?
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The TCE is part of ProjectFort2, which provides tools for fine-tuning language models with specific behavioral "isotopes" - carefully crafted training examples that teach models epistemic humility, calibrated uncertainty, and other alignment properties.
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### Key Features:
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- **Negative Alignment Tax**: Training improves both safety AND capability metrics
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