Text Retrieval Models
Tracked text retrieval models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.
- Top-10 combined DL 30D
- 1,926
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | pplx-embed-context-v1.5-4Bseslami-pplx | Text Retrieval | 42 | — | ||
| 2 | OBLIQ-IR-3B-no-distillDataScience-UIBK | Text Retrieval | 77 | — | ||
| 3 | pplx-embed-context-v1.4-4Bseslami-pplx | Text Retrieval | 229 | 0.3%(up) | ||
| 4 | embedding-amharic-baserasyosef | Text Retrieval | 537 | 3.9%(up) | ||
| 5 | OBLIQ-IR-3BDataScience-UIBK | Text Retrieval | 61 | — | ||
| 6 | DMRetriever-335MDMIR01 | Text Retrieval | 404 | — | ||
| 7 | DMRetriever-33MDMIR01 | Text Retrieval | 17 | 0.3%(up) | ||
| 8 | pplx-embed-context-v1.3-4Bseslami-pplx | Text Retrieval | 248 | 0.1%(up) | ||
| 9 | SmallReason-ColBERT-32MDataScience-UIBK | Text Retrieval | 76 | — | ||
| 10 | OBLIQ-IR-3B-LoRADataScience-UIBK | Text Retrieval | 26 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| embedding-amharic-baserasyosef | Text Retrieval | 537 | 3.9%(up) | ||
| DMRetriever-335MDMIR01 | Text Retrieval | 404 | — | ||
| pplx-embed-context-v1.3-4Bseslami-pplx | Text Retrieval | 248 | 0.1%(up) | ||
| pplx-embed-context-v1.4-4Bseslami-pplx | Text Retrieval | 229 | 0.3%(up) | ||
| skillmatch-mpnet-curriculum-retrieverAleksandruz | Text Retrieval | 226 | 0.7%(up) | ||
| OBLIQ-IR-3B-no-distillDataScience-UIBK | Text Retrieval | 77 | — | ||
| SmallReason-ColBERT-32MDataScience-UIBK | Text Retrieval | 76 | — | ||
| OBLIQ-IR-3BDataScience-UIBK | Text Retrieval | 61 | — | ||
| pplx-embed-context-v1.5-4Bseslami-pplx | Text Retrieval | 42 | — | ||
| OBLIQ-IR-3B-LoRADataScience-UIBK | Text Retrieval | 26 | — |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| DMRetriever-335MDMIR01 | Text Retrieval | 404 | +245 | ||
| embedding-amharic-baserasyosef | Text Retrieval | 537 | +67 |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| pplx-embed-context-v1.4-4Bseslami-pplx | Text Retrieval | 229 | +49 | Aug 7, 2026 |