Sentence Similarity
sentence-transformers
Safetensors
English
feature-extraction
grant-matching
nonprofit
foundation-grants
Instructions to use ArkMaster123/grantpilot-embedding-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ArkMaster123/grantpilot-embedding-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ArkMaster123/grantpilot-embedding-v2") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Commit History
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Update README with honest benchmark results and V1 comparison
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V2 embedding model (federal + foundation) - vocab.json
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V2 embedding model (federal + foundation) - training_config.json
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V2 embedding model (federal + foundation) - tokenizer_config.json
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V2 embedding model (federal + foundation) - tokenizer.json
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V2 embedding model (federal + foundation) - special_tokens_map.json
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V2 embedding model (federal + foundation) - sentence_bert_config.json
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V2 embedding model (federal + foundation) - modules.json
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V2 embedding model (federal + foundation) - merges.txt
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V2 embedding model (federal + foundation) - config_sentence_transformers.json
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V2 embedding model (federal + foundation) - chat_template.jinja
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V2 embedding model (federal + foundation) - added_tokens.json
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V2 embedding model (federal + foundation) - adapter_model.safetensors
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V2 embedding model (federal + foundation) - adapter_config.json
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V2 embedding model (federal + foundation) - README.md
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V2 embedding model (federal + foundation) - 1_Pooling/config.json
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initial commit
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