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advy/
TinyLlama-1.1B-Chat-v1.0-hate-classifier

Name: TinyLlama-1.1B-Chat-v1.0-hate-classifier
Availability: InStock

TinyLlama/TinyLlama-1.1B-Chat-v1.0

apache-2.0

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TinyLlama-1.1B-Chat-v1.0-hate-classifier

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8056

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.58	1.0	450	0.4881
0.3085	2.0	900	0.5709
0.0115	3.0	1350	0.7170
0.0035	4.0	1800	0.7858
0.1298	5.0	2250	0.8056

Framework versions

PEFT 0.17.1
Transformers 4.46.3
Pytorch 2.8.0+cu128
Datasets 2.17.0
Tokenizers 0.20.0

advy/TinyLlama-1.1B-Chat-v1.0-hate-classifier

TinyLlama-1.1B-Chat-v1.0-hate-classifier

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

advy/
TinyLlama-1.1B-Chat-v1.0-hate-classifier