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PromptEmotionNewsModelSad
tjkmitl/PromptEmotionNewsModelSad
PromptEmotionNewsModelSad is a machine learning model from tjkmitl. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Jan 31, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jan 31, 2024
- Updated
- Jan 31, 2024
- SHA
- e2815998
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. -->
PromptEmotionNewsModelSad
This model is a fine-tuned version of openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1860
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: 0.001
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0641 | 5.0 | 30 | 1.5002 |
| 1.2212 | 10.0 | 60 | 1.1860 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- License
- apache-2.0
- Created
- Jan 31, 2024
- Updated
- Jan 31, 2024