flan-ul2-text-encoder

60
2
license:apache-2.0
by
pszemraj
Embedding Model
OTHER
New
60 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Code Examples

Usagebash
pip install transformers accelerate sentencepiece scipy
Usagepython
model_name = "pszemraj/flan-ul2-text-encoder"
model, tokenizer = load_model_and_tokenizer(model_name)

texts = [
    "deep learning",
    "artificial intelligence",
    "deep diving",
    "artificial snow",
]

embeddings = get_embeddings(model, tokenizer, texts)
calculate_cosine_similarity(embeddings, texts)

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