---
library_name: transformers
license: apache-2.0
base_model: answerdotai/ModernBERT-base
tags:
- generated_from_trainer
model-index:
- name: ModernBERT-hf-posts-classifier
  results: []
---

<!-- 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-hf-posts-classifier

This model is a fine-tuned version of [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2372
- Micro F1: 0.4251
- Macro F1: 0.0459
- Weighted F1: 0.2837

## 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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Use 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
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch  | Step | Validation Loss | Micro F1 | Macro F1 | Weighted F1 |
|:-------------:|:------:|:----:|:---------------:|:--------:|:--------:|:-----------:|
| No log        | 1.0    | 15   | 0.2547          | 0.4621   | 0.0473   | 0.2926      |
| No log        | 2.0    | 30   | 0.2524          | 0.3676   | 0.0386   | 0.2377      |
| No log        | 3.0    | 45   | 0.2412          | 0.4291   | 0.0491   | 0.2895      |
| No log        | 4.0    | 60   | 0.2378          | 0.4291   | 0.0460   | 0.2846      |
| No log        | 4.7018 | 70   | 0.2372          | 0.4251   | 0.0459   | 0.2837      |


### Framework versions

- Transformers 4.48.0.dev0
- Pytorch 2.5.0+cu124
- Datasets 3.1.0
- Tokenizers 0.21.0