Downloads · 30 days
16
14% of all-time downloads
distilbert-finetuned-emotion-lora
pyproln/distilbert-finetuned-emotion-lora
distilbert-finetuned-emotion-lora is a machine learning model from pyproln. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
112
Public
Repo size
26.8 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3 MB · 76%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Oct 11, 2025
- Updated
- Oct 13, 2025
- SHA
- 3b2326e6
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. -->
distilbert-finetuned-emotion-lora
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3782
- F1: 0.8359
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: 16
- 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
- lr_scheduler_warmup_steps: 50
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.6074 | 1.0 | 1000 | 0.5574 | 0.7503 |
| 0.4558 | 2.0 | 2000 | 0.4197 | 0.8072 |
| 0.4014 | 3.0 | 3000 | 0.3782 | 0.8359 |
Framework versions
- PEFT 0.17.1
- Transformers 4.57.0
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Library
- peft
- License
- apache-2.0
- Created
- Oct 11, 2025
- Updated
- Oct 13, 2025