End of training

README.md

@@ -0,0 +1,67 @@
+---
+license: apache-2.0
+base_model: facebook/wav2vec2-base
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: wav2vec2-base-finetuned-ks-verbinden4
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# wav2vec2-base-finetuned-ks-verbinden4
+
+This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0089
+- Accuracy: 0.9986
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.062         | 1.0   | 290  | 0.0571          | 0.9909   |
+| 0.0193        | 2.0   | 581  | 0.0332          | 0.9930   |
+| 0.0254        | 3.0   | 871  | 0.0089          | 0.9986   |
+| 0.0187        | 4.0   | 1162 | 0.0094          | 0.9981   |
+| 0.0081        | 4.99  | 1450 | 0.0128          | 0.9966   |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:986794d20d1219df58f9eaf57c2c074561c624845830b327514d0c62cf7ad0d8
+oid sha256:2c4148aee1c840781011f410c1e1dc91127fb3e8753cceb5c5cfc1a6d508e47b
 size 378303396

runs/Jan04_08-06-35_0ea5cc345e02/events.out.tfevents.1704359436.0ea5cc345e02.3244.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d1943be005184b23b25af75132c2b636de230aa974d066cb11bef974f90c139
+size 411