Hugging Face's logo

philschmid
/
modernbert-llm-router

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
modernbert-llm-router / README.md
philschmid's picture
philschmid HF staff
End of training
3b68908 verified
preview code
|
raw
history blame contribute delete
1.73 kB
metadata
library_name: transformers
license: apache-2.0
base_model: answerdotai/ModernBERT-base
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: modernbert-llm-router
    results: []

modernbert-llm-router

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

  • Loss: 0.0554
  • F1: 0.9927

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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss F1
0.0372 1.0 479 0.0356 0.9897
0.0217 2.0 958 0.0379 0.9909
0.0018 3.0 1437 0.0405 0.9933
0.0001 4.0 1916 0.0550 0.9925
0.0 5.0 2395 0.0554 0.9927

Framework versions

  • Transformers 4.48.0.dev0
  • Pytorch 2.4.1+cu121
  • Datasets 3.1.0
  • Tokenizers 0.21.0