Knowledge Retrieval & Data Analysis
61 models available
Find embedding models, RAG solutions, and AI for document analysis, Q&A systems, and data insights.
all-MiniLM-L6-v2
--- language: en license: apache-2.0 library_name: sentence-transformers tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers datasets: - s2orc -...
bge-m3
--- pipeline_tag: sentence-similarity tags: - sentence-transformers - feature-extraction - sentence-similarity license: mit --- For more details please refer to our github repo: ht...
embeddinggemma-300m
No description available.
all-mpnet-base-v2
--- language: en license: apache-2.0 library_name: sentence-transformers tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers - text-embeddings-i...
jina-embeddings-v3
--- license: cc-by-nc-4.0 tags: - feature-extraction - sentence-similarity - mteb - sentence-transformers language: - multilingual - af - am - ar - as - az - be - bg - bn - br - bs...
multilingual-e5-large
--- tags: - mteb - Sentence Transformers - sentence-similarity - feature-extraction - sentence-transformers model-index: - name: multilingual-e5-large results: - task: type: Classi...
paraphrase-multilingual-MiniLM-L12-v2
--- language: - multilingual - ar - bg - ca - cs - da - de - el - en - es - et - fa - fi - fr - gl - gu - he - hi - hr - hu - hy - id - it - ja - ka - ko - ku - lt - lv - mk - mn -...
distilbert-base-uncased-finetuned-sst-2-english
--- language: en license: apache-2.0 datasets: - sst2 - glue model-index: - name: distilbert-base-uncased-finetuned-sst-2-english results: - task: type: text-classification name: T...
bge-reranker-v2-m3
--- license: apache-2.0 pipeline_tag: text-classification tags: - transformers - sentence-transformers - text-embeddings-inference language: - multilingual --- **More details pleas...
Qwen3-Embedding-0.6B
--- license: apache-2.0 base_model: - Qwen/Qwen3-0.6B-Base tags: - transformers - sentence-transformers - sentence-similarity - feature-extraction - text-embeddings-inference --- T...
mxbai-embed-large-v1
--- tags: - mteb - transformers.js - transformers model-index: - name: mxbai-angle-large-v1 results: - task: type: Classification dataset: type: mteb/amazon_counterfactual name: MT...
twitter-roberta-base-sentiment-latest
--- language: en widget: - text: Covid cases are increasing fast! datasets: - tweet_eval license: cc-by-4.0 --- This is a RoBERTa-base model trained on ~124M tweets from January 20...
nomic-embed-text-v1.5
--- library_name: sentence-transformers pipeline_tag: sentence-similarity tags: - feature-extraction - sentence-similarity - mteb - transformers - transformers.js model-index: - na...
bert-base-NER
--- language: en datasets: - conll2003 license: mit model-index: - name: dslim/bert-base-NER results: - task: type: token-classification name: Token Classification dataset: name: c...
bge-large-en-v1.5
--- tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers - mteb model-index: - name: bge-large-en-v1.5 results: - task: type: Classification data...
multilingual-e5-large-instruct
--- tags: - mteb - sentence-transformers - transformers model-index: - name: multilingual-e5-large-instruct results: - task: type: Classification dataset: type: mteb/amazon_counter...
bge-reranker-large
--- license: mit language: - en - zh tags: - mteb model-index: - name: bge-reranker-base results: - task: type: Reranking dataset: type: C-MTEB/CMedQAv1-reranking name: MTEB CMedQA...
paraphrase-multilingual-mpnet-base-v2
--- language: - multilingual - ar - bg - ca - cs - da - de - el - en - es - et - fa - fi - fr - gl - gu - he - hi - hr - hu - hy - id - it - ja - ka - ko - ku - lt - lv - mk - mn -...
bge-small-en-v1.5
--- tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers - mteb model-index: - name: bge-small-en-v1.5 results: - task: type: Classification data...
bge-base-en-v1.5
--- tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers - mteb model-index: - name: bge-base-en-v1.5 results: - task: type: Classification datas...
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...
multilingual-e5-base
--- tags: - mteb - Sentence Transformers - sentence-similarity - sentence-transformers model-index: - name: multilingual-e5-base results: - task: type: Classification dataset: type...
gte-large
--- tags: - mteb - sentence-similarity - sentence-transformers - Sentence Transformers model-index: - name: gte-large results: - task: type: Classification dataset: type: mteb/amaz...
all-MiniLM-L12-v2
--- language: en license: apache-2.0 library_name: sentence-transformers tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers datasets: - s2orc -...