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peft-starcoder-lora-a100
Sailesh9999/peft-starcoder-lora-a100
peft-starcoder-lora-a100 is a machine learning model from Sailesh9999. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Dec 21, 2024
- Updated
- Dec 21, 2024
- SHA
- bfa04700
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 meta-llama/Llama-3.2-1B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4134
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 |
|---|---|---|---|
| 1.4261 | 0.05 | 100 | 1.3509 |
| 1.3393 | 0.1 | 200 | 1.3586 |
| 1.5034 | 0.15 | 300 | 1.3774 |
| 1.0945 | 0.2 | 400 | 1.3768 |
| 1.3357 | 0.25 | 500 | 1.3915 |
| 1.3062 | 0.3 | 600 | 1.3792 |
| 1.2152 | 0.35 | 700 | 1.3873 |
| 1.269 | 0.4 | 800 | 1.3911 |
| 1.1954 | 0.45 | 900 | 1.3966 |
| 1.1436 | 0.5 | 1000 | 1.3949 |
| 0.9746 | 0.55 | 1100 | 1.3982 |
| 1.2696 | 0.6 | 1200 | 1.4043 |
| 1.0225 | 0.65 | 1300 | 1.4104 |
| 1.1184 | 0.7 | 1400 | 1.4065 |
| 1.212 | 0.75 | 1500 | 1.4089 |
| 1.3207 | 0.8 | 1600 | 1.4102 |
| 1.0669 | 0.85 | 1700 | 1.4143 |
| 1.1501 | 0.9 | 1800 | 1.4133 |
| 1.2002 | 0.95 | 1900 | 1.4128 |
| 1.0119 | 1.0 | 2000 | 1.4134 |
Framework versions
- PEFT 0.14.0
- Transformers 4.47.1
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Library
- peft
- License
- llama3.2
- Created
- Dec 21, 2024
- Updated
- Dec 21, 2024