2-1-2-emoticons-haiku-v130-from126 – AI Model by Lyubka | AlphaNeural AI

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Lyubka/
2-1-2-emoticons-haiku-v130-from126

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text-classification

generated_from_trainer

Lyubka/2-1-2-emoticons-haiku-v126

text-embeddings-inference

endpoints_compatible

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2-1-2-emoticons-haiku-v130-from126

This model is a fine-tuned version of Lyubka/2-1-2-emoticons-haiku-v126 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6523
Accuracy: 0.7616
Recall Neg: 0.7992
Recall Neu: 0.5714
Recall Pos: 0.9021

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: 1e-05
train_batch_size: 32
eval_batch_size: 64
seed: 42
optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0.1
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Recall Neg	Recall Neu	Recall Pos
0.6172	1.0	254	0.6472	0.7439	0.7576	0.5914	0.8694
0.5680	2.0	508	0.6523	0.7616	0.7992	0.5714	0.9021
0.5728	3.0	762	0.6580	0.7494	0.7803	0.5748	0.8813

Framework versions

Transformers 5.12.1
Pytorch 2.12.1+cu130
Datasets 5.0.0
Tokenizers 0.22.2