Sentence Similarity
sentence-transformers
Safetensors
English
modernbert
biencoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:76349300
loss:ArcFaceInBatchLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use redis/langcache-embed-v3-experimental with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use redis/langcache-embed-v3-experimental with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("redis/langcache-embed-v3-experimental") sentences = [ "\"How much would I need to narrate a \"\"Let's Play\"\" video in order to make money from it on YouTube?\"", "How much money do people make from YouTube videos with 1 million views?", "\"How much would I need to narrate a \"\"Let's Play\"\" video in order to make money from it on YouTube?\"", "\"Does the sentence, \"\"I expect to be disappointed,\"\" make sense?\"" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Commit History
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Add exported onnx model 'model_O4.onnx'
Verified signatureHello! *This pull request has been automatically generated from the [`export_optimized_onnx_model`](https://sbert.net/docs/package_reference/util.html#sentence_transformers.backend.export_optimized_onnx_model) function from the Sentence Transformers library.* ## Config ```python OptimizationConfig( optimization_level=2, optimize_for_gpu=True, fp16=True, optimize_with_onnxruntime_only=None, enable_transformers_specific_optimizations=True, disable_gelu=None, disable_gelu_fusion=False, disable_layer_norm=None, disable_layer_norm_fusion=False, disable_attention=None, disable_attention_fusion=False, disable_skip_layer_norm=None, disable_skip_layer_norm_fusion=False, disable_bias_skip_layer_norm=None, disable_bias_skip_layer_norm_fusion=False, disable_bias_gelu=None, disable_bias_gelu_fusion=False, disable_embed_layer_norm=True, disable_embed_layer_norm_fusion=True, enable_gelu_approximation=True, use_mask_index=False, no_attention_mask=False, disable_shape_inference…6d900bc
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Squash: snapshot current state
372f936