implicit-toxicgenconprompt-all-no-lora – AI Model by adediu25 | AlphaNeural AI

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adediu25/
implicit-toxicgenconprompt-all-no-lora

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text-classification

generated_from_trainer

youngggggg/ToxiGen-ConPrompt

autotrain_compatible

endpoints_compatible

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implicit-toxicgenconprompt-all-no-lora

This model is a fine-tuned version of youngggggg/ToxiGen-ConPrompt on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8445
Accuracy: {'accuracy': 0.8500114495076712}

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.001
train_batch_size: 10
eval_batch_size: 10
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 20
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.236	1.0	2217	0.4258	{'accuracy': 0.8410808335241584}
0.123	2.0	4434	0.5409	{'accuracy': 0.8465765972063202}
0.0585	3.0	6651	0.7576	{'accuracy': 0.8477215479734371}
0.0273	4.0	8868	0.8445	{'accuracy': 0.8500114495076712}

Framework versions

Transformers 4.39.3
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2