Ops-MM-embedding-v1-2B
OpenSearch-AI/Ops-MM-embedding-v1-2B
Tracked by OpenModelStats since August 24, 2026View on Hugging Face ↗
- Downloads 30DRolling recent-window download count as reported by the source platform.
- 413
- Total downloadsCumulative all-time download counter reported by the source platform.
- 18K
- Gained 7DIncrease in cumulative total downloads between OpenModelStats' own observations seven days apart.
- —
- Gained 30DIncrease in cumulative total downloads between OpenModelStats' own observations roughly thirty days apart.
- —
- LikesCommunity likes reported by the source platform.
- 17
- Rank · tracked modelsPosition among all eligible models tracked by OpenModelStats, ordered by recent downloads. #868 among tracked Embeddings models.
- #28,569
- –this week
- Parameters
- 2.2B
- Last source update
- Nov 20, 2025
Downloads over time
Cumulative total downloads observed by OpenModelStatsNot enough tracked history yet for a chart.
OpenModelStats began tracking this model on 2026-08-24. Charts appear as daily observations accumulate.
Likes over time
Not enough tracked history yet for a chart.
OpenModelStats began tracking this model on 2026-08-24. Charts appear as daily observations accumulate.
Rank among tracked models
Lower is betterNot enough tracked history yet for a chart.
OpenModelStats began tracking this model on 2026-08-24. Charts appear as daily observations accumulate.
Overview
Ops-MM-embedding-v1-2B is a embeddings model published by OpenSearch-AI. OpenModelStats has tracked the model since Aug 24, 2026, most recently observing it 6h ago.
- Published
- Jul 3, 2025
- Last updated
- Nov 20, 2025
- Library
- —
- License
- apache-2.0
- Task
- Embeddings
- Parameters
- 2,208,985,600
- Spaces
- —
- Derivative models
- —
- Velocity 7D/day
- —
safetensorsqwen2_vlmmebmultimodal-embeddingfeature-extractionmultilingualbase_model:Qwen/Qwen2-VL-2B-Instructbase_model:finetune:Qwen/Qwen2-VL-2B-Instructlicense:apache-2.0region:us
Publisher
OpenSearch-AIView publisher statistics →Derived from Qwen/Qwen2-VL-2B-Instruct (reported by the source; parent not yet tracked).
Similar models
| Model | DL 30D |
|---|---|
| UEmbed-2BAlibaba-NLP | 558 |
| granite-speech-4.1-2b-naribm-granite | 134.7K |
| Qwen3-VL-Embedding-2B-FP8-DYNAMICalexliap | 520 |
| MOSS-Audio-Tokenizer-v2OpenMOSS-Team | 32.4K |
| Argus-Colqwen3.5-2b-v0DataScience-UIBK | 410 |
| Argus-Colqwen3.5-2b-v0-bf16DataScience-UIBK | 376 |