Sentence Similarity
sentence-transformers
PyTorch
Transformers
bert
feature-extraction
question-answering
text-embeddings-inference
Instructions to use pinecone/mpnet-retriever-discourse with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use pinecone/mpnet-retriever-discourse with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("pinecone/mpnet-retriever-discourse") 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] - Transformers
How to use pinecone/mpnet-retriever-discourse with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("pinecone/mpnet-retriever-discourse") model = AutoModel.from_pretrained("pinecone/mpnet-retriever-discourse") - Notebooks
- Google Colab
- Kaggle
Commit ·
b616ab6
1
Parent(s): d92a767
updated model training to marked QA pairs
Browse files- README.md +2 -2
- pytorch_model.bin +1 -1
README.md
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**DataLoader**:
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`sentence_transformers.datasets.NoDuplicatesDataLoader.NoDuplicatesDataLoader` of length
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```
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{'batch_size': 12}
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```
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},
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"scheduler": "WarmupLinear",
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"warmup_steps":
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"weight_decay": 0.01
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```
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**DataLoader**:
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`sentence_transformers.datasets.NoDuplicatesDataLoader.NoDuplicatesDataLoader` of length 105 with parameters:
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```
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{'batch_size': 12}
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```
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},
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"scheduler": "WarmupLinear",
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"steps_per_epoch": null,
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"warmup_steps": 10,
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"weight_decay": 0.01
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}
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```
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pytorch_model.bin
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