README.md

---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- emotion
metrics:
- accuracy
model-index:
- name: xtremedistil-emotion
  results:
  - task:
      type: text-classification
      name: Text Classification
    dataset:
      name: emotion
      type: emotion
      args: default
    metrics:
    - type: accuracy
      value: 0.9265
      name: Accuracy
  - task:
      type: text-classification
      name: Text Classification
    dataset:
      name: emotion
      type: emotion
      config: default
      split: test
    metrics:
    - type: accuracy
      value: 0.926
      name: Accuracy
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzE3NDg5Y2ZkMDE5OTJmNjYwMTU1MDMwOTUwNTdkOWQ0MWNiZDYxYzUwNDBmNGVkOWU0OWE1MzRiNDYyZDI3NyIsInZlcnNpb24iOjF9.BaDj-FQ6g0cRk7n2MlN2YCb8Iv2VIM2wMwnJeeCTjG15b7TRRfZVtM3CM2WvHymahppscpiqgqPxT7JqkVXkAQ
    - type: precision
      value: 0.8855308537052737
      name: Precision Macro
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGQ3MDlmOTdmZTY3Mjc5MmE1ZmFlZTVhOWIxYjA3ZDRmNjM4YmYzNTVmZTYwNmI2OTRmYmE3NDMyOTIxM2RjOSIsInZlcnNpb24iOjF9.r1_TDJRi4RJfhVlFDe83mRtdhqt5KMtvran6qjzRrcwXqNz7prkocFmgNnntn-fqgg6AXgyi6lwVDcuj5L5VBA
    - type: precision
      value: 0.926
      name: Precision Micro
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzMzMzc4MWY1M2E5Y2M2ZTRiYTc2YzA5YzI4ZWM5MjgzMDgyNjZkMTVjZDYxZGJiMjI0NDdiMWU3ZWM5MjhjYSIsInZlcnNpb24iOjF9.741rqCRY5S8z_QodJ0PvcnccCN79fCE-MeNTEWFegI0oReneULyNOKRulxwxzwY5SN6ILm52xW7km5WJyt8MCg
    - type: precision
      value: 0.9281282413639949
      name: Precision Weighted
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODVlOTM3ODVhMWM0MjU4Mzg2OGNkYjc2ZmExODYzOWIzYjdlYzE4OWE0ZWI4ZjcxMjJiMGJiMzdhN2RiNTdlNiIsInZlcnNpb24iOjF9.8-HhpgKNt3nTcblnes4KxzsD7Xot3C6Rldp4463H9gaUNBxHcH19mFcpaSaDT_L3mYqetcW891jyNrHoATzuAg
    - type: recall
      value: 0.8969894921856228
      name: Recall Macro
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTkxYzZiMzY5YjA3ZjExYmNlNGI4N2Q5NTg0MTcxODgxOTc0MjdhM2FjODAzNjhiNDBjMWY2NWUyMjhhYjNiNSIsInZlcnNpb24iOjF9.t5YyyNtkbaGfLVbFIO15wh6o6BqBIXGTEBheffPax61-cZM0HRQg9BufcHFdZ4dvPd_V_AYWrXdarEm-gLSBBg
    - type: recall
      value: 0.926
      name: Recall Micro
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjAxMTUzMmI1YmMwYTBmYzFmM2E3Y2NiY2M4Njc4ZDc1ZWRhMTMyMDVhMWNiMGQ1ZDRiMjcwYmQ0MDAxZmI3NSIsInZlcnNpb24iOjF9.OphK_nR4EkaAUGMdZDq1rP_oBivfLHQhE7XY1HP9izhDd6rV5KobTrSdoxVCHGUtjOm1M6eZqI_1rPpunoCqDQ
    - type: recall
      value: 0.926
      name: Recall Weighted
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGYxYWZlZmY1MWE4ZTU5YzlmZjA3MjVkZGFlMjk4NjFmMTIwZTNlMWU2ZWE1YWE3ZTc3MzI4NmJhYjM5Y2M5NCIsInZlcnNpb24iOjF9.zRx5GUnSb-T6E3s3NsWn1c1szm63jlB8XeqBUZ3J0m5H6P-QAPcVTaMVn8id-_IExS4g856-dT9YMq3pRh91DQ
    - type: f1
      value: 0.8903400738742536
      name: F1 Macro
      verified: true
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    - type: f1
      value: 0.926
      name: F1 Micro
      verified: true
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    - type: f1
      value: 0.9265018282649476
      name: F1 Weighted
      verified: true
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    - type: loss
      value: 0.2258329838514328
      name: loss
      verified: true
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---

# xtremedistil-emotion
This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on the emotion dataset.
It achieves the following results on the evaluation set:
- Accuracy: 0.9265


### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 128
- eval_batch_size: 8
- seed: 42
- num_epochs: 24

### Training results
<pre>
Epoch	Training Loss	Validation Loss	Accuracy
1	No log	1.238589	0.609000
2	No log	0.934423	0.714000
3	No log	0.768701	0.742000
4	1.074800	0.638208	0.805500
5	1.074800	0.551363	0.851500
6	1.074800	0.476291	0.875500
7	1.074800	0.427313	0.883500
8	0.531500	0.392633	0.886000
9	0.531500	0.357979	0.892000
10	0.531500	0.330304	0.899500
11	0.531500	0.304529	0.907000
12	0.337200	0.287447	0.918000
13	0.337200	0.277067	0.921000
14	0.337200	0.259483	0.921000
15	0.337200	0.257564	0.916500
16	0.246200	0.241970	0.919500
17	0.246200	0.241537	0.921500
18	0.246200	0.235705	0.924500
19	0.246200	0.237325	0.920500
20	0.201400	0.229699	0.923500
21	0.201400	0.227426	0.923000
22	0.201400	0.228554	0.924000
23	0.201400	0.226941	0.925500
24	0.184300	0.225816	0.926500
</pre>