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falcon-rewrite-560-smallset
sherryzha/falcon-rewrite-560-smallset
falcon-rewrite-560-smallset is a machine learning model from sherryzha. 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 Oct 24, 2023
Repo size
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023
- SHA
- 056105f5
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. -->
falcon-rewrite-560-smallset
This model is a fine-tuned version of tiiuae/falcon-7b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.0876
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: 0.0005
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.2549 | 0.91 | 10 | 2.2123 |
| 3.7927 | 1.82 | 20 | 2.0876 |
| 3.6408 | 2.73 | 30 | 2.1308 |
| 7.1404 | 3.64 | 40 | 2.1195 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1
- Datasets 2.14.5
- Tokenizers 0.13.3
- License
- apache-2.0
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023