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demo_cls_T5
lxzcpro/demo_cls_T5
demo_cls_T5 is a machine learning model from lxzcpro. 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 peft.
This model is used for a demo classification task
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At a glance
- Library
- peft
- Access
- Public
- Created
- Sep 11, 2024
- Updated
- Sep 11, 2024
- SHA
- 32d75c45
Base models
Model card
From the Hugging Face model README
Model Card for Model-demo-1.2B
This model is used for a demo classification task
Task type
Protein-level Classification
Model input type
AA Sequence
Label meanings
0: A
1: B
LoRA config
- r: 8
- lora_dropout: 0.0
- lora_alpha: 16
- target_modules: ['SelfAttention.o', 'SelfAttention.k', 'EncDecAttention.o', 'EncDecAttention.v', 'SelfAttention.q', 'EncDecAttention.k', 'EncDecAttention.q', 'SelfAttention.v']
- modules_to_save: ['classifier']
Training config
- optimizer:
- class: AdamW
- betas: (0.9, 0.98)
- weight_decay: 0.01
- learning rate: 0.001
- epoch: 1
- batch size: 4
- precision: 16-mixed
- Library
- peft
- Created
- Sep 11, 2024
- Updated
- Sep 11, 2024