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peft-starcoder-lora-a100
1q2w3er1234/peft-starcoder-lora-a100
peft-starcoder-lora-a100 is a machine learning model from 1q2w3er1234. 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 bigcode-openrail-m.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- bigcode-openrail-m
- Access
- Public
- Created
- Dec 21, 2024
- Updated
- Dec 21, 2024
- SHA
- c1b925ae
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. -->
peft-starcoder-lora-a100
This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.4315
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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 30
- training_steps: 2000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9035 | 0.05 | 100 | 1.7793 |
| 0.7702 | 0.1 | 200 | 1.7754 |
| 0.6297 | 0.15 | 300 | 1.8416 |
| 0.5922 | 0.2 | 400 | 1.8849 |
| 0.5098 | 0.25 | 500 | 1.9704 |
| 0.4911 | 0.3 | 600 | 2.0128 |
| 0.4129 | 0.35 | 700 | 2.1029 |
| 0.4079 | 0.4 | 800 | 2.1389 |
| 0.3735 | 0.45 | 900 | 2.2002 |
| 0.3562 | 0.5 | 1000 | 2.2493 |
| 0.3156 | 0.55 | 1100 | 2.2849 |
| 0.3054 | 0.6 | 1200 | 2.3290 |
| 0.293 | 0.65 | 1300 | 2.3672 |
| 0.2732 | 0.7 | 1400 | 2.3749 |
| 0.2779 | 0.75 | 1500 | 2.3940 |
| 0.2567 | 0.8 | 1600 | 2.4096 |
| 0.2781 | 0.85 | 1700 | 2.4200 |
| 0.2556 | 0.9 | 1800 | 2.4289 |
| 0.2647 | 0.95 | 1900 | 2.4303 |
| 0.247 | 1.0 | 2000 | 2.4315 |
Framework versions
- PEFT 0.14.0
- Transformers 4.47.1
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Library
- peft
- License
- bigcode-openrail-m
- Created
- Dec 21, 2024
- Updated
- Dec 21, 2024