ONNX Model Zoo

DedalusHealthCare/tinybert-demo-de

By DedalusHealthCare · ↓ 4 · ♥ 0 · Updated 2025-12-30

What's in this repo

This page lists the files in DedalusHealthCare/tinybert-demo-de, including model.onnx.

  • 1 ONNX models (.onnx files)
  • 79 files, including 38 .0, 27 .1, 8 .json, 1 .md, 1 .onnx, 1 .safetensors
  • Last updated 2025-12-30

ONNX files

File Size Download
model.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

tinybert-demo-de

This model is a fine-tuned version of DedalusHealthCare/tinybert-mlm-de on the None dataset.

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: 32
  • seed: 33
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Framework versions

  • Transformers 4.45.1
  • Pytorch 2.6.0+cu124
  • Datasets 2.16.0
  • Tokenizers 0.20.3

Model info

token-classification transformers
transformers tensorboard onnx safetensors bert token-classification generated_from_trainer finetuned quantized dataset:DedalusHealthCare/ner_demo_de base_model:DedalusHealthCare/tinybert-mlm-de base_model:quantized:DedalusHealthCare/tinybert-mlm-de
↓ 4 ♥ 0

Created: 2025-09-24

Updated: 2025-12-30

View on Hugging Face

Files (79)

.gitattributes
README.md
all_results.json
config.json
eval_results.json
model.onnx ONNX
model.safetensors
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special_tokens_map.json
tokenizer.json
tokenizer_config.json
train_results.json
trainer_state.json
training_args.bin
vocab.txt

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