Datasets:

cardiffnlp
/

tweet_topic_multi

Tasks:

Text Classification

Modalities:

Formats:

Sub-tasks:

sentiment-classification

Languages:

Size:

ArXiv:

Libraries:

License:

Dataset card Data Studio Files Files and versions

asahi417 commited on Sep 29, 2022

Commit

e9bf213

·

1 Parent(s): bde7d96

Update lm_finetuning.py

Files changed (1) hide show

lm_finetuning.py +6 -2

lm_finetuning.py CHANGED Viewed

@@ -156,8 +156,12 @@ def main():
             eval_dataset=tokenized_datasets[opt.split_validation],
             compute_metrics=compute_metric_search,
             model_init=lambda x: AutoModelForSequenceClassification.from_pretrained(
-                opt.model, return_dict=True, num_labels=len(dataset[opt.split_train]['label'][0])),
-                id2label=ID2LABEL, label2id=LABEL2ID,
         )
         # parameter search
         if PARALLEL:

             eval_dataset=tokenized_datasets[opt.split_validation],
             compute_metrics=compute_metric_search,
             model_init=lambda x: AutoModelForSequenceClassification.from_pretrained(
+                opt.model,
+                return_dict=True,
+                num_labels=len(dataset[opt.split_train]['label'][0])
+                id2label=ID2LABEL,
+                label2id=LABEL2ID
+            )
         )
         # parameter search
         if PARALLEL: