Downloads · 30 days
7
16% of all-time downloads
pgd_mistral
nelkh/pgd_mistral
pgd_mistral is a machine learning model from nelkh. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
43
Public
Repo size
86.3 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors6.8 MB · 71%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Jul 23, 2024
- Updated
- Jul 30, 2024
- SHA
- f497eb05
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. -->
pgd_mistral
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9165
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: 0.0003
- train_batch_size: 3
- eval_batch_size: 3
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 20
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5061 | 1.0 | 90 | 0.9588 |
| 0.9073 | 2.0 | 180 | 0.9308 |
| 0.8847 | 3.0 | 270 | 0.9168 |
| 0.8653 | 4.0 | 360 | 0.9165 |
Framework versions
- PEFT 0.12.0
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- Jul 23, 2024
- Updated
- Jul 30, 2024