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CodePhi-3-mini-4k-instruct-APPS
AdnanRiaz107/CodePhi-3-mini-4k-instruct-APPS
CodePhi-3-mini-4k-instruct-APPS is a text generation model from AdnanRiaz107. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- peft
- License
- mit
- Model type
- phi3
- Access
- Public
- Created
- May 16, 2024
- Updated
- Jun 3, 2024
- SHA
- d599469a
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Base models
Datasets
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. -->
CodePhi-3-mini-4k-instruct-APPS
This model is a fine-tuned version of microsoft/Phi-3-mini-128k-instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7651
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-06
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 1200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.8306 | 0.0833 | 100 | 0.8445 |
| 0.6325 | 0.1667 | 200 | 0.8164 |
| 0.6696 | 0.25 | 300 | 0.7934 |
| 0.643 | 0.3333 | 400 | 0.7815 |
| 0.778 | 0.4167 | 500 | 0.7737 |
| 0.7273 | 0.5 | 600 | 0.7696 |
| 0.712 | 0.5833 | 700 | 0.7676 |
| 0.6477 | 0.6667 | 800 | 0.7658 |
| 0.6245 | 0.75 | 900 | 0.7652 |
| 0.6959 | 0.8333 | 1000 | 0.7650 |
| 0.7236 | 0.9167 | 1100 | 0.7650 |
| 0.6774 | 1.0 | 1200 | 0.7651 |
Framework versions
- PEFT 0.11.0
- Transformers 4.40.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- peft
- Type
- phi3
- License
- mit
- Created
- May 16, 2024
- Updated
- Jun 3, 2024