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aychang_bert-base-cased-trec-coarse-finetuned-lora-tweet_eval_irony

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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: 0.6418848167539267
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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 [aychang/bert-base-cased-trec-coarse](https://huggingface.co/aychang/bert-base-cased-trec-coarse) 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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@@ -65,15 +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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- | 0.4691 | None | 0 |
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- | 0.5319 | 0.7033 | 0 |
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- | 0.5990 | 0.6882 | 1 |
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- | 0.5843 | 0.6519 | 2 |
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- | 0.6063 | 0.6270 | 3 |
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- | 0.6168 | 0.5999 | 4 |
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- | 0.6220 | 0.5782 | 5 |
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- | 0.6377 | 0.5698 | 6 |
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- | 0.6419 | 0.5664 | 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 [aychang/bert-base-cased-trec-coarse](https://huggingface.co/aychang/bert-base-cased-trec-coarse) 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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+ | 0.4806 | None | 0 |
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+ | 0.5361 | 0.7083 | 0 |
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+ | 0.5969 | 0.6887 | 1 |
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+ | 0.6042 | 0.6546 | 2 |
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+ | 0.6115 | 0.6276 | 3 |
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+ | 0.6178 | 0.6095 | 4 |
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+ | 0.6272 | 0.5886 | 5 |
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+ | 0.6471 | 0.5735 | 6 |
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+ | 0.6534 | 0.5655 | 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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