t5-base-finetuned-anaphora_czech

patrixtano/t5-base-finetuned-anaphora_czech

t5-base-finetuned-anaphora_czech is a machine learning model from patrixtano. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Sep 8, 2024
Updated: Sep 8, 2024
SHA: 7b37988f

Base models

Model card

From the Hugging Face model README

t5-base-finetuned-anaphora_czech

This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1172
Exact Match: 16.231
Gen Len: 15.2479

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Exact Match	Gen Len
0.1033	1.0	2105	0.1164	15.7082	15.3201
0.098	2.0	4210	0.1183	16.326	15.0791
0.1067	3.0	6315	0.1172	16.231	15.2479

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Sep 8, 2024
Updated: Sep 8, 2024