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Model Spec Midtraining: Improving How Alignment Training Generalizes
alignment-trainingai-safetymodel-generalizationanthropic
Research

Anthropic researchers detail “model spec midtraining”, which adds a stage between pretraining and fine-tuning to improve generalization from alignment training

Model spec midtraining (MSM) trains models on synthetic documents about their Model Spec after pre-training and before alignment fine-tuning. MSM enhances generalization during alignment training and reduces agentic misalignment by influencing how models adopt values based on the Model Spec used.

alignment.anthropic.com

🔥🔥🔥🔥🔥

8 min

2d ago

Anthropic researchers detail “model spec midtraining”, which adds a stage between pretraining and fine-tuning to improve generalization from alignment training

Model spec midtraining (MSM) trains models on synthetic documents about their Model Spec after pre-training and before alignment fine-tuning. MSM enhances generalization during alignment training and reduces agentic misalignment by influencing how models adopt values based on the Model Spec used.

alignment.anthropic.com

🔥🔥🔥🔥🔥

8 min

2d ago

Anthropic researchers detail “model spec midtraining”, which adds a stage between pretraining and fine-tuning to improve generalization from alignment training

Model spec midtraining (MSM) trains models on synthetic documents about their Model Spec after pre-training and before alignment fine-tuning. MSM enhances generalization during alignment training and reduces agentic misalignment by influencing how models adopt values based on the Model Spec used.

alignment.anthropic.com

🔥🔥🔥🔥🔥

8 min

2d ago

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