AbrahamSanders commited on
Commit
c5da19e
•
1 Parent(s): daa8956

retrained using class weights to address imbalance

Browse files
README.md CHANGED
@@ -30,6 +30,6 @@ Stats:
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  - **Validation set**: 141 dialogues, using manual donation intention labels from Persuasion For Good 'AnnSet'
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  - **Test set**: 143 dialogues, using manual donation intention labels from Persuasion For Good 'AnnSet'
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- **Test Macro F1**: 0.88
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- **Test Accuracy**: 0.90
 
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  - **Validation set**: 141 dialogues, using manual donation intention labels from Persuasion For Good 'AnnSet'
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  - **Test set**: 143 dialogues, using manual donation intention labels from Persuasion For Good 'AnnSet'
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+ **Test Macro F1**: 0.893
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+ **Test Accuracy**: 0.902
config.json CHANGED
@@ -5,7 +5,7 @@
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  ],
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  "attention_probs_dropout_prob": 0.1,
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  "bos_token_id": 0,
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- "classifier_dropout": null,
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  "eos_token_id": 2,
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
 
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  ],
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  "attention_probs_dropout_prob": 0.1,
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  "bos_token_id": 0,
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+ "classifier_dropout": 0.1,
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  "eos_token_id": 2,
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
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runs/version_0/{events.out.tfevents.1649251721.panacea.34025.0 → events.out.tfevents.1650244759.panacea.16205.0} RENAMED
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runs/version_0/hparams.yaml CHANGED
@@ -13,6 +13,7 @@ check_val_every_n_epoch: 1
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  checkpoint_callback: null
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  checkpoint_save_top_k: 1
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  checkpoint_save_weights_only: true
 
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  data_random_state: 42
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  datasetpath: ../data/persuasion_for_good/AnnotatedData
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  default_root_dir: null
@@ -45,6 +46,7 @@ min_steps: null
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  model_random_state: 42
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  move_metrics_to_cpu: false
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  multiple_trainloader_mode: max_size_cycle
 
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  num_nodes: 1
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  num_processes: 1
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  num_sanity_val_steps: 2
@@ -70,5 +72,6 @@ val_check_interval: 0.25
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  val_split: 0.1
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  warmup_steps: 0
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  weight_decay: 0.0
 
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  weights_save_path: null
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  weights_summary: top
 
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  checkpoint_callback: null
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  checkpoint_save_top_k: 1
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  checkpoint_save_weights_only: true
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+ classifier_dropout: 0.1
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  data_random_state: 42
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  datasetpath: ../data/persuasion_for_good/AnnotatedData
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  default_root_dir: null
 
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  model_random_state: 42
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  move_metrics_to_cpu: false
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  multiple_trainloader_mode: max_size_cycle
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+ num_classes: 2
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  num_nodes: 1
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  num_processes: 1
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  num_sanity_val_steps: 2
 
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  val_split: 0.1
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  warmup_steps: 0
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  weight_decay: 0.0
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+ weighted_loss: true
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  weights_save_path: null
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  weights_summary: top