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METAGENE-1
✓ verifiedFree
Open 7B-parameter metagenomic foundation model trained on wastewater DNA/RNA for pathogen detection and pandemic biosurveillance.
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Laion
✓ verifiedFree
Non-profit network releasing large open image-text datasets and models (LAION-5B, CLIP) free for machine-learning research.
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Otio AI
✓ verifiedFreemium
Otio is an AI research assistant that reads PDFs, videos and articles across many sources and answers with page-level citations.
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Pricing
No public pricing
No public pricing
No public pricing
Core features
- ✦7B-parameter metagenomic language model
- ✦Trained on 1.5T+ base pairs from wastewater
- ✦Byte-pair tokenization tuned for genomic sequences
- ✦State-of-the-art pathogen-detection benchmarks
- ✦Open weights on Hugging Face and GitHub
- ✦LAION-400M image-text dataset
- ✦LAION-5B multilingual image-text dataset
- ✦Open CLIP vision transformer models
- ✦LAION-Aesthetics curated subset
- ✦AI PDF reader and document chat
- ✦YouTube/podcast/webpage summarizers
- ✦Verified, source-level citations
- ✦Choice of multiple AI models
- ✦Notes, deep research and slide building
- ✦Integrations (Zotero, Dropbox, OneDrive, Box)
Use cases
- →Pathogen and anomaly detection
- →Biosurveillance and pandemic monitoring
- →Metagenomic embedding and research
- →Building scientific foundation models
- →Training and evaluating image-text models
- →Academic AI research
- →Reusing open datasets to reduce compute waste
- →Literature reviews across many papers
- →Synthesizing client documents and briefs
- →Legal and financial document analysis
- →Summarizing long media into notes
- →Drafting essays from sources
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