iulik-pisik/vreme_horoscop_base

Vreme Model base - finetuned on horoscope

This model is a fine-tuned version of iulik-pisik/vreme_model_base on the Horoscop Neti Sandu dataset. It achieves the following results on the evaluation set:

• Loss: 0.3471
• Wer: 17.6685

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: 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
0.0111	9.71	1000	0.2991	18.3986
0.001	19.42	2000	0.3298	17.9119
0.0006	29.13	3000	0.3422	17.4252
0.0005	38.83	4000	0.3471	17.6685

Framework versions

• Transformers 4.39.1
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2