End of training

README.md

@@ -3,6 +3,8 @@ license: apache-2.0
 base_model: mse30/bart-base-finetuned-pubmed
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
 model-index:
 - name: unipelt
   results: []
@@ -14,6 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
 # unipelt
 
 This model is a fine-tuned version of [mse30/bart-base-finetuned-pubmed](https://huggingface.co/mse30/bart-base-finetuned-pubmed) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 9.1034
+- Accuracy: 0.0314
 
 ## Model description
 

all_results.json

@@ -1,15 +1,15 @@
 {
     "epoch": 1.0,
-    "eval_accuracy": 0.016939536391635597,
-    "eval_loss": 9.545340538024902,
-    "eval_runtime": 5.4148,
+    "eval_accuracy": 0.03144756038255795,
+    "eval_loss": 9.103445053100586,
+    "eval_runtime": 6.9824,
     "eval_samples": 83,
-    "eval_samples_per_second": 15.328,
-    "eval_steps_per_second": 3.878,
-    "perplexity": 13979.406173486974,
-    "train_loss": 11.21659691220238,
-    "train_runtime": 75.7561,
+    "eval_samples_per_second": 11.887,
+    "eval_steps_per_second": 3.008,
+    "perplexity": 8986.19736591315,
+    "train_loss": 10.688195219494048,
+    "train_runtime": 96.7283,
     "train_samples": 417,
-    "train_samples_per_second": 5.505,
-    "train_steps_per_second": 1.386
+    "train_samples_per_second": 4.311,
+    "train_steps_per_second": 1.086
 }

eval_results.json

@@ -1,10 +1,10 @@
 {
     "epoch": 1.0,
-    "eval_accuracy": 0.016939536391635597,
-    "eval_loss": 9.545340538024902,
-    "eval_runtime": 5.4148,
+    "eval_accuracy": 0.03144756038255795,
+    "eval_loss": 9.103445053100586,
+    "eval_runtime": 6.9824,
     "eval_samples": 83,
-    "eval_samples_per_second": 15.328,
-    "eval_steps_per_second": 3.878,
-    "perplexity": 13979.406173486974
+    "eval_samples_per_second": 11.887,
+    "eval_steps_per_second": 3.008,
+    "perplexity": 8986.19736591315
 }

runs/Mar16_04-20-55_13e96b604141/events.out.tfevents.1710562994.13e96b604141.387.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d38d936ec4ee4762bf6bb7a946f2e86be19c9af99d9ca0c000ed85f968fed91
+size 405

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 1.0,
-    "train_loss": 11.21659691220238,
-    "train_runtime": 75.7561,
+    "train_loss": 10.688195219494048,
+    "train_runtime": 96.7283,
     "train_samples": 417,
-    "train_samples_per_second": 5.505,
-    "train_steps_per_second": 1.386
+    "train_samples_per_second": 4.311,
+    "train_steps_per_second": 1.086
 }

trainer_state.json

@@ -11,11 +11,11 @@
     {
       "epoch": 1.0,
       "step": 105,
-      "total_flos": 297180192190464.0,
-      "train_loss": 11.21659691220238,
-      "train_runtime": 75.7561,
-      "train_samples_per_second": 5.505,
-      "train_steps_per_second": 1.386
+      "total_flos": 358575480999936.0,
+      "train_loss": 10.688195219494048,
+      "train_runtime": 96.7283,
+      "train_samples_per_second": 4.311,
+      "train_steps_per_second": 1.086
     }
   ],
   "logging_steps": 500,
@@ -23,7 +23,7 @@
   "num_input_tokens_seen": 0,
   "num_train_epochs": 1,
   "save_steps": 1000,
-  "total_flos": 297180192190464.0,
+  "total_flos": 358575480999936.0,
   "train_batch_size": 4,
   "trial_name": null,
   "trial_params": null