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BGE-M3 vs Llama 3.1 8B Instruct vs DeepSeek R1
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 | BGE-M3 | Llama 3.1 8B Instruct | DeepSeek R1 |
|---|---|---|---|
| Downloads, 30 days | 30,102,339 (highest of the compared values)Synced from sourceCurrent3h ago | 4,346,354Synced from sourceCurrent3h ago | 1,635,656Synced from sourceCurrent3h ago |
| Likes | 3,971Synced from sourceCurrent3h ago | 8,837Synced from sourceCurrent3h ago | 14,439 (highest of the compared values)Synced from sourceCurrent3h ago |
| Context window | — | 131,072 (highest of the compared values)Synced from sourceCurrent3h ago | 64,000Synced from sourceStale20d ago· past SLA |
| Input, $/M tokens | — | 0.05 (lowest of the compared values)Synced from sourceCurrent3h ago | 0.7Synced from sourceStale20d ago· past SLA |
| Modality | embeddingSeeded, unreviewedwritten 2mo ago | textSeeded, unreviewedwritten 2mo ago | reasoningSeeded, unreviewedwritten 2mo ago |
| Licence | mitSeeded, unreviewedwritten 2mo ago | llama-3.1Seeded, unreviewedwritten 2mo ago | mitSeeded, unreviewedwritten 2mo ago |
| Gated | noSynced from sourceCurrent3h ago | manualSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago |
| Last updated | 2024-07-03Synced from sourceCurrent3h ago | 2024-09-25Synced from sourceCurrent3h ago | 2025-03-27Synced from sourceCurrent3h ago |
| Library | sentence-transformersSynced from sourceCurrent3h ago | transformersSynced from sourceCurrent3h ago | transformersSynced from sourceCurrent3h ago |
| Task | sentence-similaritySynced from sourceCurrent3h ago | text-generationSynced from sourceCurrent3h ago | text-generationSynced from sourceCurrent3h ago |
| Hugging Face | BAAI/bge-m3Synced from sourceCurrent3h ago | meta-llama/Llama-3.1-8B-InstructSynced from sourceCurrent3h ago | deepseek-ai/DeepSeek-R1Synced from sourceCurrent3h ago |
| OpenRouter id | — | meta-llama/llama-3.1-8b-instructSynced from sourceCurrent3h ago | deepseek/deepseek-r1Synced from sourceStale20d ago· past SLA |
| Output, $/M tokens | — | 0.08Synced from sourceCurrent3h ago | 2.5Synced from sourceStale20d ago· past SLA |
| Vendor | BAAISeeded, unreviewedwritten 2mo ago | MetaSeeded, unreviewedwritten 2mo ago | DeepSeekSeeded, unreviewedwritten 2mo ago |
Sources: Hugging Face Hub, OpenRouter model catalogue. Most recent observation 3h 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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