Modified validation and training for linktransformer model

.gitattributes

@@ -39,3 +39,4 @@ model.safetensors filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/21/3e/213e31b950d84bee8f77e75c3cd557932d9bc7dc76dcd03aba223c2e4f841a0f filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/3f/07/3f07f428adbf03a3e7902665664f5dd6f342a6b6c7a2a47a7026772c48cb0e73 filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/3d/42/3d42ebe4f358451d3fde5790fe6516dcd94dc0e5c0159c25ebfe679e11eab41d filter=lfs diff=lfs merge=lfs -text
+.git/lfs/objects/82/e8/82e8a4b706199c597b03c69c5184163d6bded50042bbb9e85f3928b2f5be3818 filter=lfs diff=lfs merge=lfs -text

LT_training_config.json

@@ -17,12 +17,12 @@
   },
   "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-06,
+  "lr": 2e-05,
   "warmup_perc": 0.5,
   "eval_type": "retrieval",
   "training_dataset": "dataframe",

README.md

@@ -110,7 +110,7 @@ Parameters of the fit()-Method:
 ```
 {
     "epochs": 30,
-    "evaluation_steps": 33,
+    "evaluation_steps": 17,
     "evaluator": "sentence_transformers.evaluation.SequentialEvaluator.SequentialEvaluator",
     "max_grad_norm": 1,
     "optimizer_class": "<class 'torch.optim.adamw.AdamW'>",

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:82e8a4b706199c597b03c69c5184163d6bded50042bbb9e85f3928b2f5be3818
+oid sha256:3e6bdbead621753c09514da26bdf850f9758533dfd9d599e6ee947c8daea59e4
 size 439425888