Modified validation and training for linktransformer model

.gitattributes

@@ -40,3 +40,4 @@ model.safetensors filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/b9/59/b95969fa605d6c02eb71edd39b5268279900f24fbe5de0f2f35dafc5774c42a6 filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/6d/b2/6db2a87329f5e868fe4b536e2cb9bc2aa144ce11680bfd0a7d30b97f5205911d filter=lfs diff=lfs merge=lfs -text
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+.git/lfs/objects/f8/dd/f8ddd74f6db9899ea59ba31258f3d1ef2bc610c289a535c6f2a3d1a204065faa filter=lfs diff=lfs merge=lfs -text

LT_training_config.json

@@ -17,13 +17,13 @@
   },
   "add_pooling_layer": false,
   "large_val": true,
-  "eval_steps_perc": 0.5,
+  "eval_steps_perc": 0.25,
   "test_at_end": true,
   "save_val_test_pickles": true,
-  "val_query_prop": 0.2,
+  "val_query_prop": 0.5,
   "loss_params": {},
   "lr": 2e-05,
-  "warmup_perc": 0.1,
+  "warmup_perc": 0.5,
   "eval_type": "retrieval",
   "training_dataset": "dataframe",
   "base_model_path": "multi-qa-mpnet-base-dot-v1",

README.md

@@ -110,7 +110,7 @@ Parameters of the fit()-Method:
 ```
 {
     "epochs": 30,
-    "evaluation_steps": 68,
+    "evaluation_steps": 34,
     "evaluator": "sentence_transformers.evaluation.SequentialEvaluator.SequentialEvaluator",
     "max_grad_norm": 1,
     "optimizer_class": "<class 'torch.optim.adamw.AdamW'>",

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:c2283afe3337976a32efe44a79e065aa6f81371ef9d77ee94f0ba681bb40bc05
 size 437967672