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>10x More Efficient Pretraining
Research update on compute-efficient pretraining and scaling to trillion-parameter models.
Magic Team, on September 8, 2026

Research update on compute-efficient pretraining and scaling to trillion-parameter models.

Research update on ultra-long context models, our partnership with Google Cloud, and new funding.

Magic’s LTM-1 model has a 5 million token context window, allowing it to see your entire repository of code.
