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README.md
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**Purpose and Capabilities**: **METAGENE-1** is specifically optimized to detect anomalies in short metagenomic reads (100-300 base pairs), making it well-suited for tasks like pathogen detection and biosurveillance. The model鈥檚 architectural constraints, such as its 512-token context length, limit its applicability to complex sequence design tasks, reducing misuse risks.
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**Open Source Impact**: We believe the open release of **METAGENE-1** will foster research in pathogen detection and biosurveillance by providing a valuable tool for scientists; it will also facilitate interpretability research in scientific foundation models. However, we emphasize the need for more rigorous safety evaluations before open-sourcing larger or more capable genomic models in the future.
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## **Model Details**
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- **Release Date**: Jan 06 2025
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**Purpose and Capabilities**: **METAGENE-1** is specifically optimized to detect anomalies in short metagenomic reads (100-300 base pairs), making it well-suited for tasks like pathogen detection and biosurveillance. The model鈥檚 architectural constraints, such as its 512-token context length, limit its applicability to complex sequence design tasks, reducing misuse risks.
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**Open Source Impact**: We believe the open release of **METAGENE-1** will foster research in pathogen detection and biosurveillance by providing a valuable tool for scientists; it will also facilitate interpretability and controllability research in scientific foundation models. However, we emphasize the need for more rigorous safety evaluations before open-sourcing larger or more capable genomic models in the future.
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## **Model Details**
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- **Release Date**: Jan 06 2025
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