Alibaba-NLP/gte-multilingual-base
The gte-multilingual-base model is the latest in the GTE (General Text Embedding) family of models, featuring several key attributes:
pip install mlforge-sdk && mlforge pull Alibaba-NLP/gte-multilingual-base
Model details
About Alibaba-NLP/gte-multilingual-base
--- tags: - mteb - sentence-transformers - transformers - multilingual - sentence-similarity - text-embeddings-inference license: apache-2.0 language: - af - ar - az - be - bg - bn - ca - ceb - cs - cy - da - de - el - en - es - et - eu - fa - fi - fr - gl - gu - he - hi - hr - ht - hu - hy - id - is - it - ja - jv - ka - kk - km - kn - ko - ky - lo - lt - lv - mk - ml - mn - mr - ms - my - ne - nl - 'no' - pa - pl - pt - qu - ro - ru - si - sk - sl - so - sq - sr - sv - sw - ta - te - th - tl - tr - uk - ur - vi - yo - zh model-index: - name: gte-multilingual-base (dense) results: - task: type: Clustering dataset: type: PL-MTEB/8tags-clustering name: MTEB 8TagsClustering config: default split: test revision: None metrics: - type: vmeasure value: 33.66681726329994 - task: type: STS dataset: type: C-MTEB/AFQMC name: MTEB AFQMC config: default split: validation revision: b44c3b011063adb25877c13823db83bb193913c4 metrics: - type: cossimspearman value: 43.54760696384009 - task: type: STS dataset: type: C-MTEB/ATEC name: MTEB ATEC config: default split: test revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865 metrics: - type: cossimspearman value: 48.91186363417501 - task: type: Classification dataset: type: PL-MTEB/allegro-reviews name: MTEB AllegroReviews config: default split: test revision: None metrics: - type: accuracy value: 41.689860834990064 - task