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 130
Browse files
eval/Information-Retrieval_evaluation_eval_results.csv
CHANGED
|
@@ -11,3 +11,4 @@ epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accurac
|
|
| 11 |
0.5263157894736842,100,0.8988565585200334,0.9557962257134889,0.9673236032351027,0.9782467230640514,0.8988565585200334,0.8988565585200334,0.31859874190449633,0.9557962257134889,0.19346472064702058,0.9673236032351027,0.09782467230640512,0.9782467230640514,0.9291109443684517,0.9412618119269951,0.9298144498618426
|
| 12 |
0.5789473684210527,110,0.9046202472808403,0.9583062192060984,0.9690898949521242,0.9786185739518453,0.9046202472808403,0.9046202472808403,0.3194354064020327,0.9583062192060984,0.19381797899042488,0.9690898949521242,0.09786185739518456,0.9786185739518453,0.9331805719715927,0.9444356636241179,0.933912462876589
|
| 13 |
0.631578947368421,120,0.9056893185832481,0.9590964023426606,0.9696941526447894,0.979501719810356,0.9056893185832481,0.9056893185832481,0.3196988007808868,0.9590964023426606,0.1939388305289579,0.9696941526447894,0.09795017198103562,0.979501719810356,0.9342006902851012,0.9454157258399413,0.9348799535011313
|
|
|
|
|
|
| 11 |
0.5263157894736842,100,0.8988565585200334,0.9557962257134889,0.9673236032351027,0.9782467230640514,0.8988565585200334,0.8988565585200334,0.31859874190449633,0.9557962257134889,0.19346472064702058,0.9673236032351027,0.09782467230640512,0.9782467230640514,0.9291109443684517,0.9412618119269951,0.9298144498618426
|
| 12 |
0.5789473684210527,110,0.9046202472808403,0.9583062192060984,0.9690898949521242,0.9786185739518453,0.9046202472808403,0.9046202472808403,0.3194354064020327,0.9583062192060984,0.19381797899042488,0.9690898949521242,0.09786185739518456,0.9786185739518453,0.9331805719715927,0.9444356636241179,0.933912462876589
|
| 13 |
0.631578947368421,120,0.9056893185832481,0.9590964023426606,0.9696941526447894,0.979501719810356,0.9056893185832481,0.9056893185832481,0.3196988007808868,0.9590964023426606,0.1939388305289579,0.9696941526447894,0.09795017198103562,0.979501719810356,0.9342006902851012,0.9454157258399413,0.9348799535011313
|
| 14 |
+
0.6842105263157895,130,0.9087570884075485,0.9611415822255276,0.9713674816398624,0.9808961606395835,0.9087570884075485,0.9087570884075485,0.32038052740850914,0.9611415822255276,0.1942734963279725,0.9713674816398624,0.09808961606395836,0.9808961606395835,0.9365889837698904,0.9475663449491125,0.9372392807622475
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 596070136
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:98c2a0b494893782ada34bc2ba5d9f4b876a2ee6db318e5c4db0e411e7acfef4
|
| 3 |
size 596070136
|