Update README.md

README.md

@@ -14,4 +14,29 @@ base_model:
 
 Word Sense Disambiguation with Reasoning using "deshanksuman/Advance_Reasoning_for_Verb_WSD".
 
-This approach is focused on syntactic and Semantic reasoning.
+This approach is focused on syntactic and Semantic reasoning.
+
+
+- This is adapter has been trained for 5 epochs.
+
+- Hyperparameter for Training
+
+- 
+per_device_train_batch_size=4,
+gradient_accumulation_steps=8,
+warmup_steps=50,
+num_train_epochs=2,
+learning_rate=2e-4,
+fp16=not torch.cuda.is_bf16_supported(),
+bf16=torch.cuda.is_bf16_supported(),
+logging_steps=10,
+optim="adamw_torch",
+weight_decay=0.01,
+lr_scheduler_type="linear",
+seed=3407
+
+
+This is developed by Deshan Sumanathilaka https://sumanathilaka.github.io
+
+- Acknowledgement
+We acknowledge the support of the Supercomputing Wales project, which is part-funded by the European Regional Development Fund (ERDF) via Welsh Government.