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liangyuant_distilbert-base-uncased-finetuned-num200-450-405cls-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: 0.650261780104712
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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 [liangyuant/distilbert-base-uncased-finetuned-num200-450-405cls](https://huggingface.co/liangyuant/distilbert-base-uncased-finetuned-num200-450-405cls) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.6503
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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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- | 0.4775 | None | 0 |
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- | 0.5969 | 0.7710 | 0 |
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- | 0.5937 | 0.6753 | 1 |
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- | 0.6230 | 0.6362 | 2 |
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- | 0.6335 | 0.6058 | 3 |
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- | 0.6387 | 0.5709 | 4 |
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- | 0.6262 | 0.5502 | 5 |
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- | 0.6440 | 0.5286 | 6 |
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- | 0.6503 | 0.5149 | 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: 0.6471204188481675
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [liangyuant/distilbert-base-uncased-finetuned-num200-450-405cls](https://huggingface.co/liangyuant/distilbert-base-uncased-finetuned-num200-450-405cls) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.6471
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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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+ | 0.5874 | 0.7604 | 0 |
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+ | 0.5969 | 0.6694 | 1 |
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+ | 0.6136 | 0.6200 | 2 |
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+ | 0.6471 | 0.5938 | 3 |
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+ | 0.6471 | 0.5677 | 4 |
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+ | 0.6178 | 0.5405 | 5 |
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+ | 0.6387 | 0.5230 | 6 |
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+ | 0.6471 | 0.5126 | 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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- "q_lin",
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- "v_lin"
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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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+ "v_lin",
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+ "q_lin"
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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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