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rmihaylov_roberta-base-sentiment-bg-finetuned-lora-tweet_eval_irony

Text Classification
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Eval Results
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hilco commited on
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Finished training.

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Files changed (3) hide show
  1. README.md +11 -11
  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: 0.612565445026178
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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 [rmihaylov/roberta-base-sentiment-bg](https://huggingface.co/rmihaylov/roberta-base-sentiment-bg) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.6126
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  ## Model description
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@@ -65,15 +65,15 @@ The following hyperparameters were used during training:
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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- | 0.4356 | None | 0 |
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- | 0.5812 | 0.7231 | 0 |
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- | 0.5675 | 0.6885 | 1 |
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- | 0.6 | 0.6779 | 2 |
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- | 0.5958 | 0.6649 | 3 |
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- | 0.5717 | 0.6514 | 4 |
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- | 0.5780 | 0.6472 | 5 |
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- | 0.5686 | 0.6396 | 6 |
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- | 0.6126 | 0.6357 | 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: 0.5947643979057592
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [rmihaylov/roberta-base-sentiment-bg](https://huggingface.co/rmihaylov/roberta-base-sentiment-bg) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.5948
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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+ | 0.5613 | None | 0 |
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+ | 0.5927 | 0.7209 | 0 |
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+ | 0.5696 | 0.6881 | 1 |
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+ | 0.5717 | 0.6710 | 2 |
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+ | 0.6052 | 0.6587 | 3 |
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+ | 0.5560 | 0.6512 | 4 |
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+ | 0.5696 | 0.6427 | 5 |
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+ | 0.5623 | 0.6344 | 6 |
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+ | 0.5948 | 0.6325 | 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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- "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
 
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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
adapter_model.safetensors CHANGED
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