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ishan_bert-base-uncased-mnli-finetuned-lora-tweet_eval_irony

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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: 0.6984293193717277
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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 [ishan/bert-base-uncased-mnli](https://huggingface.co/ishan/bert-base-uncased-mnli) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.6984
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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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- | 0.5183 | None | 0 |
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- | 0.6115 | 0.6844 | 0 |
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- | 0.6346 | 0.6434 | 1 |
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- | 0.6555 | 0.6066 | 2 |
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- | 0.6702 | 0.5750 | 3 |
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- | 0.6785 | 0.5503 | 4 |
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- | 0.6764 | 0.5449 | 5 |
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- | 0.6911 | 0.5302 | 6 |
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- | 0.6984 | 0.5182 | 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: 0.6921465968586388
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [ishan/bert-base-uncased-mnli](https://huggingface.co/ishan/bert-base-uncased-mnli) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.6921
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  ## Model description
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  | accuracy | train_loss | epoch |
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  |:--------:|:----------:|:-----:|
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+ | 0.4607 | None | 0 |
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+ | 0.5927 | 0.6880 | 0 |
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+ | 0.6168 | 0.6484 | 1 |
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+ | 0.6524 | 0.6051 | 2 |
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+ | 0.6628 | 0.5782 | 3 |
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+ | 0.6723 | 0.5502 | 4 |
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+ | 0.6859 | 0.5350 | 5 |
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+ | 0.6806 | 0.5306 | 6 |
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+ | 0.6921 | 0.5219 | 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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