End of training

README.md

@@ -5,9 +5,24 @@ tags:
 - generated_from_trainer
 datasets:
 - audiofolder
+metrics:
+- accuracy
 model-index:
 - name: distilhubert-finetuned-cry-detector
-  results: []
+  results:
+  - task:
+      name: Audio Classification
+      type: audio-classification
+    dataset:
+      name: audiofolder
+      type: audiofolder
+      config: default
+      split: train
+      args: default
+    metrics:
+    - name: Accuracy
+      type: accuracy
+      value: 0.7921348314606742
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -16,6 +31,9 @@ should probably proofread and complete it, then remove this comment. -->
 # distilhubert-finetuned-cry-detector
 
 This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the audiofolder dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9516
+- Accuracy: 0.7921
 
 ## Model description
 
@@ -42,13 +60,16 @@ The following hyperparameters were used during training:
 - total_train_batch_size: 64
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: cosine
-- num_epochs: 1
+- num_epochs: 4
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss | Accuracy |
 |:-------------:|:------:|:----:|:---------------:|:--------:|
-| No log        | 0.9888 | 11   | 1.6669          | 0.5562   |
+| No log        | 0.9888 | 11   | 1.4256          | 0.5730   |
+| No log        | 1.9775 | 22   | 1.0959          | 0.7753   |
+| No log        | 2.9663 | 33   | 0.9719          | 0.7865   |
+| No log        | 3.9551 | 44   | 0.9516          | 0.7921   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fe958b79ad1b441394a1929a6d9f0e4d014e8648e24bb49578692dbcec8481d6
+oid sha256:07913b184b5edc17d218e4cbfd056d01ea76c90913b3e1e18ef3d67fe0d58c93
 size 94770700

runs/Aug12_15-34-44_DesMar/events.out.tfevents.1723469687.DesMar.3712.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:820033597a605b1add9d10ac8444e78f6dd02b24fa76b9e9f530999b8e1880b4
+size 7766

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:891a824c17d745fbf6015ebd946103886db970cbbb229d0c7628aad7d2998ed9
+oid sha256:0ab6f52322dd54624e8ca01556392c8ad584fcd7364a756a6fa96a2165422542
 size 5240