moarslan
/

bert-base-turkish-cased-ner

Token Classification

Generated from Trainer

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

bert-base-turkish-cased-ner

This model is a fine-tuned version of dbmdz/bert-base-turkish-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2376
F1: 0.7871

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	F1
No log	1.0	593	0.2466	0.7685
0.329	2.0	1186	0.2362	0.7758
0.329	3.0	1779	0.2336	0.7789
0.1763	4.0	2372	0.2376	0.7871

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1

Downloads last month: 0

Safetensors

Model size

110M params

Tensor type

F32

·

Inference Providers NEW

Token Classification

This model is not currently available via any of the supported third-party Inference Providers, and the model is not deployed on the HF Inference API.

Model tree for moarslan/bert-base-turkish-cased-ner

Base model

dbmdz/bert-base-turkish-cased

Finetuned

(115)

this model

Evaluation results

Metadata error: specify a dataset to view leaderboard