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End of training

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Files changed (6) hide show
  1. README.md +15 -22
  2. config.json +1 -2
  3. model.safetensors +1 -1
  4. runs/Jun19_20-33-27_80516ee61c48/events.out.tfevents.1718829684.80516ee61c48.721.22 +3 -0
  5. runs/Jun19_20-42-51_80516ee61c48/events.out.tfevents.1718829772.80516ee61c48.721.23 +3 -0
  6. training_args.bin +1 -1
README.md CHANGED
@@ -1,6 +1,6 @@
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  ---
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- license: apache-2.0
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- base_model: indolem/indobertweet-base-uncased
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  tags:
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  - generated_from_trainer
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  model-index:
@@ -13,12 +13,12 @@ should probably proofread and complete it, then remove this comment. -->
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  # sv1
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- This model is a fine-tuned version of [indolem/indobertweet-base-uncased](https://huggingface.co/indolem/indobertweet-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 3.0499
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- - F1 macro: 0.3977
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- - Weighted: 0.6145
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- - Balanced accuracy: 0.5186
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  ## Model description
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@@ -43,26 +43,19 @@ The following hyperparameters were used during training:
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - num_epochs: 14
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | F1 macro | Weighted | Balanced accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:-----------------:|
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- | 1.2727 | 1.0 | 154 | 1.2213 | 0.3786 | 0.5827 | 0.4776 |
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- | 0.8729 | 2.0 | 308 | 1.4909 | 0.3204 | 0.5293 | 0.4454 |
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- | 0.3299 | 3.0 | 462 | 1.6163 | 0.3885 | 0.5956 | 0.5035 |
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- | 0.2233 | 4.0 | 616 | 1.9917 | 0.3709 | 0.5977 | 0.4661 |
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- | 0.1323 | 5.0 | 770 | 2.5400 | 0.3797 | 0.5718 | 0.4903 |
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- | 0.0014 | 6.0 | 924 | 3.0973 | 0.3555 | 0.5244 | 0.5040 |
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- | 0.0012 | 7.0 | 1078 | 2.8258 | 0.3961 | 0.6119 | 0.5142 |
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- | 0.0013 | 8.0 | 1232 | 2.8277 | 0.3864 | 0.6097 | 0.5067 |
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- | 0.0006 | 9.0 | 1386 | 2.9388 | 0.3911 | 0.6087 | 0.5121 |
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- | 0.0006 | 10.0 | 1540 | 2.9096 | 0.4015 | 0.6235 | 0.5205 |
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- | 0.0004 | 11.0 | 1694 | 3.2002 | 0.3856 | 0.5798 | 0.5138 |
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- | 0.0005 | 12.0 | 1848 | 3.1226 | 0.3945 | 0.6052 | 0.5185 |
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- | 0.0004 | 13.0 | 2002 | 3.0566 | 0.3968 | 0.6123 | 0.5181 |
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- | 0.0004 | 14.0 | 2156 | 3.0499 | 0.3977 | 0.6145 | 0.5186 |
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  ### Framework versions
 
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  ---
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+ license: mit
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+ base_model: indolem/indobert-base-uncased
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  tags:
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  - generated_from_trainer
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  model-index:
 
13
 
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  # sv1
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+ This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 2.3325
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+ - F1 macro: 0.3954
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+ - Weighted: 0.5529
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+ - Balanced accuracy: 0.5398
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  ## Model description
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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+ - num_epochs: 7
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | F1 macro | Weighted | Balanced accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:-----------------:|
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+ | 1.5316 | 1.0 | 154 | 1.5495 | 0.2252 | 0.3650 | 0.3588 |
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+ | 1.2625 | 2.0 | 308 | 1.4130 | 0.3021 | 0.4392 | 0.4393 |
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+ | 0.8381 | 3.0 | 462 | 1.4654 | 0.3616 | 0.5320 | 0.4578 |
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+ | 0.6723 | 4.0 | 616 | 1.4752 | 0.4154 | 0.5946 | 0.5237 |
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+ | 0.3447 | 5.0 | 770 | 1.6081 | 0.4057 | 0.6112 | 0.5217 |
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+ | 0.2433 | 6.0 | 924 | 2.2897 | 0.4023 | 0.5488 | 0.5463 |
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+ | 0.0404 | 7.0 | 1078 | 2.3325 | 0.3954 | 0.5529 | 0.5398 |
 
 
 
 
 
 
 
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  ### Framework versions
config.json CHANGED
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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
 
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