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socialmediaie_TRAC2020_IBEN_B_bert-base-multilingual-uncased-finetuned-lora-tweet_eval_irony

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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: 0.5937172774869109
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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 [socialmediaie/TRAC2020_IBEN_B_bert-base-multilingual-uncased](https://huggingface.co/socialmediaie/TRAC2020_IBEN_B_bert-base-multilingual-uncased) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.5937
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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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  | 0.4963 | None | 0 |
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- | 0.5131 | 0.8044 | 0 |
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- | 0.5476 | 0.6934 | 1 |
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- | 0.5560 | 0.6873 | 2 |
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- | 0.5770 | 0.6720 | 3 |
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- | 0.5665 | 0.6635 | 4 |
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- | 0.6 | 0.6546 | 5 |
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- | 0.5812 | 0.6499 | 6 |
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- | 0.5937 | 0.6480 | 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: 0.5916230366492147
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [socialmediaie/TRAC2020_IBEN_B_bert-base-multilingual-uncased](https://huggingface.co/socialmediaie/TRAC2020_IBEN_B_bert-base-multilingual-uncased) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.5916
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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  | 0.4963 | None | 0 |
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+ | 0.5204 | 0.7997 | 0 |
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+ | 0.5497 | 0.6917 | 1 |
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+ | 0.5696 | 0.6823 | 2 |
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+ | 0.5770 | 0.6693 | 3 |
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+ | 0.5791 | 0.6611 | 4 |
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+ | 0.5948 | 0.6538 | 5 |
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+ | 0.5874 | 0.6487 | 6 |
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+ | 0.5916 | 0.6428 | 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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  size 160400
 
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