Edit model card

Horoscope Model Tiny - finetuned on weather

This model is a fine-tuned version of iulik-pisik/horoscope_model_tiny on the Vreme ProTV dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2868
  • Wer: 13.9951

Model description

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 4000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.0443 6.02 1000 0.1949 15.5569
0.0023 12.05 2000 0.2601 14.1389
0.0008 18.07 3000 0.2798 14.0362
0.0006 24.1 4000 0.2868 13.9951

Framework versions

  • Transformers 4.39.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
Downloads last month
0
Safetensors
Model size
37.8M params
Tensor type
F32
·
Inference API
or
This model can be loaded on Inference API (serverless).

Finetuned from

Dataset used to train iulik-pisik/horoscop_vreme_tiny

Evaluation results