Downloads · 30 days
7
9% of all-time downloads
modernbert-clinc-distilled
cdhartono/modernbert-clinc-distilled
modernbert-clinc-distilled is a text classification model from cdhartono. Use it when you need a label for a piece of text. 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. --
All-time downloads
77
Public
Parameters
150M
1.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors599 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- modernbert
- Access
- Public
- Created
- Oct 19, 2025
- Updated
- Oct 19, 2025
- SHA
- a46961c0
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
modernbert-clinc-distilled
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: 0.8741
- Accuracy: 0.9552
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: 48
- eval_batch_size: 48
- 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
- lr_scheduler_warmup_steps: 500
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 11.0697 | 1.0 | 318 | 7.3192 | 0.4206 |
| 3.3201 | 2.0 | 636 | 1.1995 | 0.9374 |
| 0.8537 | 3.0 | 954 | 0.8741 | 0.9552 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- License
- apache-2.0
- Created
- Oct 19, 2025
- Updated
- Oct 19, 2025