Compare models
Nomic Embed Text v1.5 vs Llama 3.1 8B Instruct vs BGE-M3
Every figure below carries the source that reported it and the moment it was observed. Values that failed validation are withheld rather than shown, and a dash means no source we track carries that field for that model.
| Field | Nomic Embed Text v1.5 | Llama 3.1 8B Instruct | BGE-M3 |
|---|---|---|---|
| Downloads, 30 days | 14,308,511Synced from sourceCurrent1h ago | 6,225,344Synced from sourceCurrent1h ago | 37,229,647 (highest of the compared values)Synced from sourceCurrent1h ago |
| Likes | 939Synced from sourceCurrent1h ago | 7,861 (highest of the compared values)Synced from sourceCurrent1h ago | 3,615Synced from sourceCurrent1h ago |
| Context window | — | 131,072Synced from sourceCurrent1h ago | — |
| Input, $/M tokens | — | 0.05Synced from sourceCurrent1h ago | — |
| Modality | embeddingSeeded, unreviewedwritten 29d ago | textSeeded, unreviewedwritten 29d ago | embeddingSeeded, unreviewedwritten 29d ago |
| Licence | apache-2.0Seeded, unreviewedwritten 29d ago | llama-3.1Seeded, unreviewedwritten 29d ago | mitSeeded, unreviewedwritten 29d ago |
| Gated | noSynced from sourceCurrent1h ago | manualSynced from sourceCurrent1h ago | noSynced from sourceCurrent1h ago |
| Last updated | 2026-04-07Synced from sourceCurrent1h ago | 2024-09-25Synced from sourceCurrent1h ago | 2024-07-03Synced from sourceCurrent1h ago |
| Library | sentence-transformersSynced from sourceCurrent1h ago | transformersSynced from sourceCurrent1h ago | sentence-transformersSynced from sourceCurrent1h ago |
| Task | sentence-similaritySynced from sourceCurrent1h ago | text-generationSynced from sourceCurrent1h ago | sentence-similaritySynced from sourceCurrent1h ago |
| Hugging Face | nomic-ai/nomic-embed-text-v1.5Synced from sourceCurrent1h ago | meta-llama/Llama-3.1-8B-InstructSynced from sourceCurrent1h ago | BAAI/bge-m3Synced from sourceCurrent1h ago |
| OpenRouter id | — | meta-llama/llama-3.1-8b-instructSynced from sourceCurrent1h ago | — |
| Output, $/M tokens | — | 0.08Synced from sourceCurrent1h ago | — |
| Vendor | Nomic AISeeded, unreviewedwritten 29d ago | MetaSeeded, unreviewedwritten 29d ago | BAAISeeded, unreviewedwritten 29d ago |
Sources: Hugging Face Hub, OpenRouter model catalogue. Most recent observation 1h ago. Where a row is marked, ▲ is the highest of the values shown and ▼ the lowest — arithmetic on the figures above, not a ranking or a recommendation. Rows where neither extreme is meaningful are left unmarked rather than given a direction they do not have.
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