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finetuned-gemma-3-4b-it-WSD_VERB_Reasoning
deshanksuman/finetuned-gemma-3-4b-it-WSD_VERB_Reasoning
finetuned-gemma-3-4b-it-WSD_VERB_Reasoning is a machine learning model from deshanksuman. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
Word Sense Disambiguation with Reasoning using "deshanksuman/AdvanceReasoningforVerbWSD".
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Updated Aug 22, 2025
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At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Aug 22, 2025
- Updated
- Aug 22, 2025
- SHA
- e3832ced
Base models
Model card
From the Hugging Face model README
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.
- Library
- transformers
- License
- apache-2.0
- Languages
- en
- Created
- Aug 22, 2025
- Updated
- Aug 22, 2025