ahessamb
/

sentence-transformers-all-MiniLM-L6-v2-20epoch-100perp-contrastiveloss

Sentence Similarity

sentence-transformers

feature-extraction

text-embeddings-inference

Model card Files Files and versions

ahessamb commited on Feb 7, 2024

Commit

29c6632

·

verified ·

1 Parent(s): 20db9d9

Add new SentenceTransformer model.

Files changed (2) hide show

README.md +3 -3
model.safetensors +1 -1

README.md CHANGED Viewed

@@ -47,7 +47,7 @@ The model was trained with the parameters:
 **DataLoader**:
-`torch.utils.data.dataloader.DataLoader` of length 2453 with parameters:
 ```
 {'batch_size': 16, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
 ```
@@ -62,7 +62,7 @@ The model was trained with the parameters:
 Parameters of the fit()-Method:
 ```
 {
-    "epochs": 10,
     "evaluation_steps": 0,
     "evaluator": "NoneType",
     "max_grad_norm": 1,
@@ -72,7 +72,7 @@ Parameters of the fit()-Method:
     },
     "scheduler": "WarmupLinear",
     "steps_per_epoch": null,
-    "warmup_steps": 245,
     "weight_decay": 0.01
 }
 ```

 **DataLoader**:
+`torch.utils.data.dataloader.DataLoader` of length 2334 with parameters:
 ```
 {'batch_size': 16, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
 ```
 Parameters of the fit()-Method:
 ```
 {
+    "epochs": 15,
     "evaluation_steps": 0,
     "evaluator": "NoneType",
     "max_grad_norm": 1,
     },
     "scheduler": "WarmupLinear",
     "steps_per_epoch": null,
+    "warmup_steps": 233,
     "weight_decay": 0.01
 }
 ```

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
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