Sentence Similarity
sentence-transformers
Safetensors
Turkish
gemma3_text
semantic-search
information-retrieval
turkish
hard-negatives
text-embeddings-inference
Instructions to use GoktugD/DUSUNEN-Rota-270M-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use GoktugD/DUSUNEN-Rota-270M-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("GoktugD/DUSUNEN-Rota-270M-v2") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| { | |
| "suite": "goktugtr-turkish-retrieval-suite-v1", | |
| "language_filter": "turkish_only_exclusive", | |
| "model": "GöktuğTR 270M v2 hard negatives", | |
| "model_source": "outputs/goktugtr-270m-v2/final", | |
| "model_revision": null, | |
| "parameters": 268098176, | |
| "embedding_dimension": 640, | |
| "inference_dtype": "bfloat16", | |
| "normalized_embeddings": true, | |
| "prompt_style": "harrier", | |
| "device": "NVIDIA GeForce RTX 5060 Laptop GPU", | |
| "mteb_version": "2.18.16", | |
| "task_main_scores": { | |
| "TurHistQuadRetrieval": 0.42198, | |
| "XQuADRetrieval": 0.86393, | |
| "WebFAQRetrieval": 0.56886, | |
| "MKQARetrieval": 0.10331, | |
| "BelebeleRetrieval": 0.88493 | |
| }, | |
| "macro_average": 0.568602, | |
| "tasks": [ | |
| { | |
| "name": "TurHistQuadRetrieval", | |
| "dataset": { | |
| "path": "asparius/TurHistQuAD", | |
| "revision": "2a2b8ddecf1189f530676244d0751e1d0a569e03" | |
| }, | |
| "license": "mit", | |
| "domains": [ | |
| "Encyclopaedic", | |
| "Non-fiction", | |
| "Academic", | |
| "Written" | |
| ], | |
| "eval_splits": [ | |
| "test" | |
| ], | |
| "subsets": [ | |
| "default" | |
| ] | |
| }, | |
| { | |
| "name": "XQuADRetrieval", | |
| "dataset": { | |
| "path": "google/xquad", | |
| "revision": "51adfef1c1287aab1d2d91b5bead9bcfb9c68583" | |
| }, | |
| "license": "cc-by-sa-4.0", | |
| "domains": [ | |
| "Web", | |
| "Written" | |
| ], | |
| "eval_splits": [ | |
| "validation" | |
| ], | |
| "subsets": [ | |
| "tr" | |
| ] | |
| }, | |
| { | |
| "name": "WebFAQRetrieval", | |
| "dataset": { | |
| "path": "mteb/WebFAQRetrieval", | |
| "revision": "f64f483ad0f31d2e78209d524c14a4a867965959" | |
| }, | |
| "license": "cc-by-4.0", | |
| "domains": [ | |
| "Web", | |
| "Written" | |
| ], | |
| "eval_splits": [ | |
| "test" | |
| ], | |
| "subsets": [ | |
| "tur" | |
| ] | |
| }, | |
| { | |
| "name": "MKQARetrieval", | |
| "dataset": { | |
| "path": "mteb/MKQARetrieval", | |
| "revision": "3e069e7a30079d214a859741f5a0de75cf878867" | |
| }, | |
| "license": "cc-by-3.0", | |
| "domains": [ | |
| "Written" | |
| ], | |
| "eval_splits": [ | |
| "train" | |
| ], | |
| "subsets": [ | |
| "tr" | |
| ] | |
| }, | |
| { | |
| "name": "BelebeleRetrieval", | |
| "dataset": { | |
| "path": "mteb/belebele", | |
| "revision": "979a211276faa22f671e69d096634193567cfd05" | |
| }, | |
| "license": "cc-by-sa-4.0", | |
| "domains": [ | |
| "Web", | |
| "News", | |
| "Written" | |
| ], | |
| "eval_splits": [ | |
| "test" | |
| ], | |
| "subsets": [ | |
| "tur_Latn-tur_Latn" | |
| ] | |
| } | |
| ], | |
| "raw_mteb_result": { | |
| "model_name": "no_model_name/available", | |
| "model_revision": "no_revision_available", | |
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| "task_name": "TurHistQuadRetrieval", | |
| "mteb_version": "2.18.16", | |
| "scores": { | |
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| } | |
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| "date": "2026-08-11T08:37:55.009831Z", | |
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