ohnoadrummer/finetuning-bert-brand-sentiment
By ohnoadrummer · ↓ 4 · ♥ 0 · Updated 2025-07-17
What's in this repo
This page lists the files in ohnoadrummer/finetuning-bert-brand-sentiment, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.
- 8 ONNX models (.onnx files)
- 18 files, including 8 .onnx, 4 .json, 1 .md, 1 .safetensors, 1 .py, 1 .bin
- Last updated 2025-07-17
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/model.onnx | — | Download |
| onnx/model_bnb4.onnx | — | Download |
| onnx/model_fp16.onnx | — | Download |
| onnx/model_int8.onnx | — | Download |
| onnx/model_q4.onnx | — | Download |
| onnx/model_q4f16.onnx | — | Download |
| onnx/model_quantized.onnx | — | Download |
| onnx/model_uint8.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
library_name: transformers license: mit base_model: nlptown/bert-base-multilingual-uncased-sentiment tags:
- generated_from_trainer metrics:
- accuracy
- f1 model-index:
- name: finetuning-bert-brand-sentiment results: []
finetuning-bert-brand-sentiment
This model is a fine-tuned version of nlptown/bert-base-multilingual-uncased-sentiment on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6467
- Model Preparation Time: 0.0035
- Accuracy: 0.7733
- F1: 0.7659
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2
Training results
Framework versions
- Transformers 4.53.2
- Pytorch 2.7.1+cu118
- Datasets 4.0.0
- Tokenizers 0.21.2
Model info
Created: 2025-07-15
Updated: 2025-07-17
View on Hugging FaceFiles (18)
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