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vinai_bertweet-base-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 +11 -11
  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: 0.7465968586387435
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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 [vinai/bertweet-base](https://huggingface.co/vinai/bertweet-base) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.7466
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  ## Model description
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@@ -64,15 +64,15 @@ The following hyperparameters were used during training:
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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- | 0.4942 | None | 0 |
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- | 0.6377 | 0.6907 | 0 |
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- | 0.6942 | 0.5835 | 1 |
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- | 0.7309 | 0.5149 | 2 |
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- | 0.7445 | 0.4964 | 3 |
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- | 0.7445 | 0.4747 | 4 |
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- | 0.7340 | 0.4569 | 5 |
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- | 0.7466 | 0.4468 | 6 |
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- | 0.7466 | 0.4344 | 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: 0.7445026178010471
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [vinai/bertweet-base](https://huggingface.co/vinai/bertweet-base) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.7445
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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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+ | 0.6168 | 0.6819 | 0 |
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+ | 0.7068 | 0.5850 | 1 |
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+ | 0.7372 | 0.5168 | 2 |
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+ | 0.7445 | 0.4934 | 3 |
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+ | 0.7424 | 0.4738 | 4 |
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+ | 0.7403 | 0.4611 | 5 |
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+ | 0.7466 | 0.4516 | 6 |
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+ | 0.7445 | 0.4374 | 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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  size 2523312
 
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