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Jeevesh8_bert_ft_qqp-68-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
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: 0.5863874345549738
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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-68](https://huggingface.co/Jeevesh8/bert_ft_qqp-68) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.5864
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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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  | 0.5183 | None | 0 |
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- | 0.5099 | 0.8803 | 0 |
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- | 0.5215 | 0.6940 | 1 |
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- | 0.5623 | 0.6840 | 2 |
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- | 0.5466 | 0.6718 | 3 |
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- | 0.5644 | 0.6616 | 4 |
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- | 0.5654 | 0.6594 | 5 |
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- | 0.5665 | 0.6485 | 6 |
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- | 0.5864 | 0.6406 | 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: 0.5780104712041885
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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-68](https://huggingface.co/Jeevesh8/bert_ft_qqp-68) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.5780
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.5183 | None | 0 |
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+ | 0.5110 | 0.8702 | 0 |
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+ | 0.5246 | 0.6971 | 1 |
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+ | 0.5372 | 0.6829 | 2 |
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+ | 0.5487 | 0.6736 | 3 |
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+ | 0.5581 | 0.6632 | 4 |
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+ | 0.5717 | 0.6591 | 5 |
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+ | 0.5560 | 0.6555 | 6 |
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+ | 0.5780 | 0.6487 | 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
@@ -1,3 +1,3 @@
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