Feature Extraction
sentence-transformers
PyTorch
Safetensors
Transformers
English
mistral
mteb
Eval Results (legacy)
Eval Results
text-embeddings-inference
Instructions to use intfloat/e5-mistral-7b-instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use intfloat/e5-mistral-7b-instruct with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("intfloat/e5-mistral-7b-instruct") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use intfloat/e5-mistral-7b-instruct with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="intfloat/e5-mistral-7b-instruct")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("intfloat/e5-mistral-7b-instruct") model = AutoModel.from_pretrained("intfloat/e5-mistral-7b-instruct") - Inference
- Notebooks
- Google Colab
- Kaggle
Tom Aarsen commited on
Commit ·
84b2097
1
Parent(s): 90cddb8
Reduce sentence-transformers version to prevent "Upgrade your ST" warning
Browse files
config_sentence_transformers.json
CHANGED
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{
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"__version__": {
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"sentence_transformers": "2.
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"transformers": "4.39.3",
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"pytorch": "2.1.0+cu121"
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},
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{
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"__version__": {
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"sentence_transformers": "2.7.0",
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"transformers": "4.39.3",
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"pytorch": "2.1.0+cu121"
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},
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