Sentence Similarity
sentence-transformers
Safetensors
modernbert
feature-extraction
dense
Generated from Trainer
dataset_size:193623
loss:CachedMultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use benjamintli/modernbert-code with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use benjamintli/modernbert-code with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("benjamintli/modernbert-code") sentences = [ "@Override\n public void encode(final OtpOutputStream buf) {\n final int arity = elems.length;\n\n buf.write_tuple_head(arity);\n\n for (int i = 0; i < arity; i++) {\n buf.write_any(elems[i]);\n }\n }", "fetch function with the same interface than in cozy-client-js", "Convert this tuple to the equivalent Erlang external representation.\n\n@param buf\nan output stream to which the encoded tuple should be written.", "Delete a customer by it's id.\n\n@param int $id The id\n\n@return bool\n@throws \\Throwable in case something went wrong when deleting." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Training in progress, step 60
Browse files
eval/Information-Retrieval_evaluation_eval_results.csv
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@@ -4,3 +4,4 @@ epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accurac
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0.15789473684210525,30,0.7701961513433113,0.8820767872083295,0.9067119085246816,0.9321836943385702,0.7701961513433113,0.7701961513433113,0.2940255957361098,0.8820767872083295,0.18134238170493636,0.9067119085246816,0.09321836943385703,0.9321836943385702,0.8311279034250174,0.8560011626180303,0.8331476336975772
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model.safetensors
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