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isakbos_Q8BERT_COLA_L_512-finetuned-lora-tweet_eval_irony

Text Classification
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Eval Results
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hilco commited on
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1 Parent(s): 036a54d

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: 0.5717277486910994
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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 [isakbos/Q8BERT_COLA_L_512](https://huggingface.co/isakbos/Q8BERT_COLA_L_512) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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- - accuracy: 0.5717
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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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- | 0.5225 | 0.6953 | 0 |
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- | 0.5414 | 0.6890 | 1 |
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- | 0.5518 | 0.6639 | 2 |
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- | 0.5445 | 0.6554 | 3 |
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- | 0.5508 | 0.6485 | 4 |
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- | 0.5560 | 0.6457 | 5 |
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- | 0.5560 | 0.6427 | 6 |
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- | 0.5717 | 0.6385 | 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: 0.5685863874345549
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  name: accuracy
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  ---
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  This model is a fine-tuned version of [isakbos/Q8BERT_COLA_L_512](https://huggingface.co/isakbos/Q8BERT_COLA_L_512) on the tweet_eval dataset.
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  It achieves the following results on the evaluation set:
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+ - accuracy: 0.5686
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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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+ | 0.5225 | 0.6963 | 0 |
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+ | 0.5361 | 0.6912 | 1 |
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+ | 0.5560 | 0.6647 | 2 |
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+ | 0.5476 | 0.6530 | 3 |
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+ | 0.5518 | 0.6449 | 4 |
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+ | 0.5518 | 0.6392 | 5 |
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+ | 0.5613 | 0.6357 | 6 |
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+ | 0.5686 | 0.6307 | 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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