---
library_name: transformers
tags:
- wsd
- verb
license: apache-2.0
datasets:
- deshanksuman/Advance_Reasoning_for_Verb_WSD
language:
- en
base_model:
- Qwen/Qwen3-4B
---

Word Sense Disambiguation with Reasoning using "deshanksuman/Advance_Reasoning_for_Verb_WSD".

This approach is focused on syntactic and Semantic reasoning.

# 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.