Tobius
/

acholi_model_whisper

+---
+library_name: transformers
+language:
+- ac
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- whisper-event
+- generated_from_trainer
+datasets:
+- tericlabs
+metrics:
+- wer
+model-index:
+- name: Whisper base acholi
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Sunbird_salt
+      type: tericlabs
+    metrics:
+    - name: Wer
+      type: wer
+      value: 125.91206735266604
+---
+<!-- 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. -->
+# Whisper base acholi
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Sunbird_salt dataset.
+It achieves the following results on the evaluation set:
+- Loss: 6.3204
+- Wer: 125.9121
+## 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: 1e-05
+- train_batch_size: 32
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1000
+- training_steps: 20000
+- mixed_precision_training: Native AMP
+### Training results
+| Training Loss | Epoch    | Step  | Validation Loss | Wer      |
+|:-------------:|:--------:|:-----:|:---------------:|:--------:|
+| 3.9219        | 6.6225   | 1000  | 2.8840          | 196.1646 |
+| 2.2828        | 13.2450  | 2000  | 2.8298          | 129.9345 |
+| 1.399         | 19.8675  | 3000  | 3.3370          | 135.6408 |
+| 0.5689        | 26.4901  | 4000  | 3.9490          | 141.4406 |
+| 0.1519        | 33.1126  | 5000  | 4.4924          | 117.0253 |
+| 0.0408        | 39.7351  | 6000  | 4.8503          | 130.4958 |
+| 0.0176        | 46.3576  | 7000  | 5.1254          | 123.5734 |
+| 0.0101        | 52.9801  | 8000  | 5.2911          | 128.7184 |
+| 0.0049        | 59.6026  | 9000  | 5.5606          | 145.7437 |
+| 0.004         | 66.2252  | 10000 | 5.6918          | 131.7119 |
+| 0.003         | 72.8477  | 11000 | 5.8036          | 130.5893 |
+| 0.0021        | 79.4702  | 12000 | 5.9199          | 127.5023 |
+| 0.0008        | 86.0927  | 13000 | 6.0288          | 134.5182 |
+| 0.0021        | 92.7152  | 14000 | 6.0003          | 133.4892 |
+| 0.0006        | 99.3377  | 15000 | 6.1112          | 123.0122 |
+| 0.0003        | 105.9603 | 16000 | 6.1775          | 122.1703 |
+| 0.0002        | 112.5828 | 17000 | 6.2225          | 125.6314 |
+| 0.0002        | 119.2053 | 18000 | 6.2691          | 126.3798 |
+| 0.0002        | 125.8278 | 19000 | 6.3077          | 125.7250 |
+| 0.0002        | 132.4503 | 20000 | 6.3204          | 125.9121 |
+### Framework versions
+- Transformers 4.47.0.dev0
+- Pytorch 2.4.0+cu121
+- Datasets 3.0.2
+- Tokenizers 0.20.1

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0be6e64470adeaee912b8d5ea9e670b920a8bc2c9cbff81848a0d2d66dc4d747
 size 290401888

 version https://git-lfs.github.com/spec/v1
+oid sha256:c9b9fedf6d71b6af14394eb6506734f752d75706063e8e58fa29c4f30dbb0000
 size 290401888

runs/Oct30_20-08-08_DESKTOP-LPH17LD/events.out.tfevents.1730308099.DESKTOP-LPH17LD.1437.0 CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:429eed0af4879b9bd8ed70baae4b3c9e6481a973d67ea00b645dbe20fc3b1d5c
-size 16492

 version https://git-lfs.github.com/spec/v1
+oid sha256:fe9a8af25b7993bf4bfaf780dc934677786cbace32ecfe3438c72dd535f25472
+size 16852