mlx-community/nomicai-modernbert-embed-base-bf16

Model details

About mlx-community/nomicai-modernbert-embed-base-bf16

--- pipelinetag: sentence-similarity tags: - sentence-transformers - feature-extraction - sentence-similarity - mteb - transformers.js - mlx license: apache-2.0 language: - en basemodel: - answerdotai/ModernBERT-base - nomic-ai/modernbert-embed-unsupervised basemodelrelation: finetune model-index: - name: binarizeFalse results: - task: type: Classification dataset: name: MTEB AmazonCounterfactualClassification (en) type: None config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics: - type: accuracy value: 78.13432835820896 - type: ap value: 42.190424731303246 - type: f1 value: 72.34446401534811 - task: type: Classification dataset: name: MTEB AmazonPolarityClassification type: None config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics: - type: accuracy value: 93.093825 - type: ap value: 90.03727505544286 - type: f1 value: 93.0874055138833 - task: type: Classification dataset: name: MTEB AmazonReviewsClassification (en) type: None config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics: - type: accuracy value: 48.428000000000004 - type: f1 value: 47.74311520203536 - task: type: Retrieval dataset: name: MTEB ArguAna type: None config: default split: test revision: c22ab2a51041ffd869aaddef7af8d8215647e41a metrics: - type: mapat1