Update lm_finetuning.py

lm_finetuning.py

@@ -36,6 +36,9 @@ from datasets import load_dataset, load_metric
 from transformers import AutoTokenizer, AutoModelForSequenceClassification, TrainingArguments, Trainer
 from ray import tune
 
+from readme import get_readme
+
+
 logging.basicConfig(format='%(asctime)s %(levelname)-8s %(message)s', level=logging.INFO, datefmt='%Y-%m-%d %H:%M:%S')
 
 PARALLEL = bool(int(os.getenv("PARALLEL", 1)))
@@ -232,6 +235,13 @@ def main():
         tokenizer.push_to_hub(opt.model_alias, **args)
         if os.path.exists(summary_file):
             shutil.copy2(summary_file, opt.model_alias)
+        extra_desc = f"This model is fine-tuned on `{opt.split_train}` split and validated on `{opt.split_test}` split of tweet_topic."
+        readme = get_readme(
+            model_name=opt.model_alias,
+            metric=f"{opt.model_alias}/{summary_file}",
+            language_model=opt.model,
+            extra_desc= extra_desc
+            )
         os.system(
             f"cd {opt.model_alias} && git lfs install && git add . && git commit -m 'model update' && git push && cd ../")
         shutil.rmtree(f"{opt.model_alias}")  # clean up the cloned repo