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.
- 765
- Total downloadsCumulative all-time download counter reported by the source platform.
- 19.2K
- Gained 7DIncrease in cumulative total downloads between OpenModelStats' own observations seven days apart.
- +76(increase)
- 0.4%(up) vs baseline
- Gained 30DIncrease in cumulative total downloads between OpenModelStats' own observations roughly thirty days apart.
- —
- LikesCommunity likes reported by the source platform.
- 17
- +0 in 7D
- Rank · tracked modelsPosition among all eligible models tracked by OpenModelStats, ordered by recent downloads. #686 among tracked Embeddings models.
- #36,202
- 107(down 107 places)this week
- Parameters
- 2.2B
- Last source update
- Nov 20, 2025
- MomentumOpenModelStats' composite rising-model signal (0–100): a percentile blend of absolute 7-day download gains, capped percentage growth, and likes gained. See Methodology.
- 29.7
- Ops-MM-embedding-v1-2B gained 76 downloads during the last seven tracked days.
- It moved from #683 to #686 among tracked Embeddings models this week.
Downloads over time
Cumulative total downloads observed by OpenModelStatsLikes over time
Rank among tracked models
Lower is betterOverview
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 Oct 6, 2026.
- 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
- 11
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 |
|---|---|
| WeMM-Embedding-2B-Apple-Silicon-MLXewin-reg | 353 |
| Ovis-VL-Embedding-2BATH-MaaS | 542 |
| UEmbed-2BAlibaba-NLP | 403 |
| topk-embed-v1-smalltopk-io | 2,223 |
| granite-speech-4.1-2b-naribm-granite | 89.1K |
| Jagle-VL-2.2B-Jaglellm-jp | 304 |