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Jeevesh8_bert_ft_qqp-40-finetuned-lora-tweet_eval_irony

Text Classification
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Safetensors
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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 +10 -10
  2. adapter_config.json +2 -2
  3. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
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  args: irony
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  metrics:
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  - type: accuracy
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- value: 0.6418848167539267
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  name: accuracy
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  ---
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@@ -33,7 +33,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [Jeevesh8/bert_ft_qqp-40](https://huggingface.co/Jeevesh8/bert_ft_qqp-40) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.6419
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  ## Model description
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@@ -65,14 +65,14 @@ The following hyperparameters were used during training:
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.5225 | None | 0 |
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- | 0.5445 | 0.9982 | 0 |
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- | 0.5539 | 0.6715 | 1 |
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- | 0.5801 | 0.6550 | 2 |
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- | 0.5885 | 0.6407 | 3 |
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- | 0.6084 | 0.6261 | 4 |
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- | 0.6031 | 0.6182 | 5 |
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- | 0.6188 | 0.6053 | 6 |
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- | 0.6419 | 0.5960 | 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: 0.6534031413612565
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [Jeevesh8/bert_ft_qqp-40](https://huggingface.co/Jeevesh8/bert_ft_qqp-40) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.6534
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.5225 | None | 0 |
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+ | 0.5497 | 0.9920 | 0 |
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+ | 0.5539 | 0.6725 | 1 |
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+ | 0.5749 | 0.6561 | 2 |
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+ | 0.5791 | 0.6441 | 3 |
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+ | 0.5948 | 0.6275 | 4 |
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+ | 0.6084 | 0.6167 | 5 |
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+ | 0.6220 | 0.5994 | 6 |
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+ | 0.6534 | 0.5903 | 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
@@ -1,3 +1,3 @@
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