End of training

README.md

@@ -2,6 +2,8 @@
 license: apache-2.0
 base_model: facebook/wav2vec2-large-lv60
 tags:
+- automatic-speech-recognition
+- edinburghcstr/ami
 - generated_from_trainer
 datasets:
 - ami
@@ -14,15 +16,15 @@ model-index:
       name: Automatic Speech Recognition
       type: automatic-speech-recognition
     dataset:
-      name: ami
+      name: EDINBURGHCSTR/AMI - IHM
       type: ami
       config: ihm
       split: None
-      args: ihm
+      args: 'Config: ihm, Training split: train, Eval split: validation'
     metrics:
     - name: Wer
       type: wer
-      value: 0.8378987185753448
+      value: 0.9542044754234227
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -30,10 +32,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # facebook/wav2vec2-large-lv60
 
-This model is a fine-tuned version of [facebook/wav2vec2-large-lv60](https://huggingface.co/facebook/wav2vec2-large-lv60) on the ami dataset.
+This model is a fine-tuned version of [facebook/wav2vec2-large-lv60](https://huggingface.co/facebook/wav2vec2-large-lv60) on the EDINBURGHCSTR/AMI - IHM dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.9465
-- Wer: 0.8379
+- Loss: 1.2723
+- Wer: 0.9542
 
 ## Model description
 

all_results.json

@@ -0,0 +1,15 @@
+{
+    "epoch": 2.0,
+    "eval_loss": 1.2722663879394531,
+    "eval_runtime": 206.2251,
+    "eval_samples": 12383,
+    "eval_samples_per_second": 60.046,
+    "eval_steps_per_second": 3.753,
+    "eval_wer": 0.9542044754234227,
+    "total_flos": 1.799905283771071e+19,
+    "train_loss": 0.9086307350367672,
+    "train_runtime": 8068.0189,
+    "train_samples": 102201,
+    "train_samples_per_second": 25.335,
+    "train_steps_per_second": 1.584
+}

eval_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 2.0,
+    "eval_loss": 1.2722663879394531,
+    "eval_runtime": 206.2251,
+    "eval_samples": 12383,
+    "eval_samples_per_second": 60.046,
+    "eval_steps_per_second": 3.753,
+    "eval_wer": 0.9542044754234227
+}

run.ami.log

@@ -23050,3 +23050,34 @@ Feature extractor saved in ./preprocessor_config.json
 tokenizer config file saved in ./tokenizer_config.json
 Special tokens file saved in ./special_tokens_map.json
 added tokens file saved in ./added_tokens.json
+{'train_runtime': 8068.0189, 'train_samples_per_second': 25.335, 'train_steps_per_second': 1.584, 'train_loss': 0.9086307350367672, 'epoch': 2.0}
+***** train metrics *****
+  epoch                    =           2.0
+  total_flos               = 16762924229GF
+  train_loss               =        0.9086
+  train_runtime            =    2:14:28.01
+  train_samples            =        102201
+  train_samples_per_second =        25.335
+  train_steps_per_second   =         1.584
+05/25/2024 20:23:54 - INFO - __main__ - *** Evaluate ***
+The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`,  you can safely ignore this message.
+***** Running Evaluation *****
+  Num examples = 12383
+  Batch size = 16
+
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+Saving model checkpoint to ./
+Configuration saved in ./config.json
+Model weights saved in ./model.safetensors
+Feature extractor saved in ./preprocessor_config.json
+tokenizer config file saved in ./tokenizer_config.json
+Special tokens file saved in ./special_tokens_map.json
+added tokens file saved in ./added_tokens.json
+***** eval metrics *****
+  epoch                   =        2.0
+  eval_loss               =     1.2723
+  eval_runtime            = 0:03:26.22
+  eval_samples            =      12383
+  eval_samples_per_second =     60.046
+  eval_steps_per_second   =      3.753
+  eval_wer                =     0.9542
+

runs/May25_17-57-49_tz579-raptorlake/events.out.tfevents.1716686841.tz579-raptorlake.10764.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:562d8490952ee67ffbd8e292a723eea97b77495a2d3ee7a46a2ee01127fec47a
+size 406

train_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 2.0,
+    "total_flos": 1.799905283771071e+19,
+    "train_loss": 0.9086307350367672,
+    "train_runtime": 8068.0189,
+    "train_samples": 102201,
+    "train_samples_per_second": 25.335,
+    "train_steps_per_second": 1.584
+}