Downloads · 30 days
7
25% of all-time downloads
peft-starcoder-lora-a100-v2
Keerthana98/peft-starcoder-lora-a100-v2
peft-starcoder-lora-a100-v2 is a machine learning model from Keerthana98. 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. --
All-time downloads
28
Public
Repo size
91.5 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors45.7 MB · 100%
At a glance
- Library
- peft
- License
- bigcode-openrail-m
- Access
- Public
- Created
- Mar 31, 2024
- Updated
- Mar 31, 2024
- SHA
- 3d7751f9
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-v2
This model is a fine-tuned version of bigcode/starcoderbase-3b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6879
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_steps: 30
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1035 | 0.5 | 100 | 1.5570 |
| 0.0644 | 1.0 | 200 | 1.6879 |
Framework versions
- PEFT 0.8.2
- Transformers 4.39.1
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- License
- bigcode-openrail-m
- Created
- Mar 31, 2024
- Updated
- Mar 31, 2024