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Guscode_DKbert-hatespeech-detection-finetuned-lora-tweet_eval_irony

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Finished training.

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Files changed (3) hide show
  1. README.md +10 -10
  2. adapter_config.json +2 -2
  3. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -23,7 +23,7 @@ model-index:
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  args: irony
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  metrics:
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  - type: accuracy
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- value: 0.5790575916230366
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  name: accuracy
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  ---
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@@ -34,7 +34,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [Guscode/DKbert-hatespeech-detection](https://huggingface.co/Guscode/DKbert-hatespeech-detection) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.5791
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  ## Model description
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@@ -66,14 +66,14 @@ The following hyperparameters were used during training:
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.5204 | None | 0 |
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- | 0.5099 | 0.9800 | 0 |
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- | 0.5267 | 0.7010 | 1 |
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- | 0.5581 | 0.6790 | 2 |
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- | 0.5728 | 0.6639 | 3 |
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- | 0.5770 | 0.6505 | 4 |
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- | 0.5728 | 0.6419 | 5 |
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- | 0.5864 | 0.6406 | 6 |
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- | 0.5791 | 0.6360 | 7 |
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  ### Framework versions
 
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  args: irony
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  metrics:
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  - type: accuracy
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+ value: 0.5853403141361256
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [Guscode/DKbert-hatespeech-detection](https://huggingface.co/Guscode/DKbert-hatespeech-detection) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.5853
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.5204 | None | 0 |
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+ | 0.5141 | 0.9783 | 0 |
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+ | 0.5298 | 0.7023 | 1 |
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+ | 0.5497 | 0.6822 | 2 |
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+ | 0.5696 | 0.6676 | 3 |
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+ | 0.5822 | 0.6534 | 4 |
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+ | 0.5696 | 0.6453 | 5 |
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+ | 0.5780 | 0.6443 | 6 |
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+ | 0.5853 | 0.6387 | 7 |
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  ### Framework versions
adapter_config.json CHANGED
@@ -19,8 +19,8 @@
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  "rank_pattern": {},
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  "revision": null,
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  "target_modules": [
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- "query",
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- "value"
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  ],
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  "task_type": "SEQ_CLS",
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  "use_rslora": false
 
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  "rank_pattern": {},
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  "revision": null,
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  "target_modules": [
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+ "value",
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+ "query"
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  ],
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  "task_type": "SEQ_CLS",
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  "use_rslora": false
adapter_model.safetensors CHANGED
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