metadata

library_name: transformers
license: apache-2.0
base_model: answerdotai/ModernBERT-base
tags:
  - generated_from_trainer
model-index:
  - name: modernbert-fineweb-is
    results: []
datasets:
  - HuggingFaceFW/fineweb-2
language:
  - is

modernbert-fineweb-is

This model is a fine-tuned version of answerdotai/ModernBERT-base on the Icelandic portion of Fineweb-2.

Model description

More information needed

Intended uses & limitations

This model is intended to be a baseline for research purposes. It uses the original ModernBERT tokenizer trained on predominantly English data, which will obviously not be ideal.

Training and evaluation data

Trained on Fineweb-2.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 64
total_train_batch_size: 256
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.05
num_epochs: 1

Training results

Framework versions

Transformers 4.49.0.dev0
Pytorch 2.5.1
Datasets 3.2.0
Tokenizers 0.21.0