Downloads · 30 days
5
17% of all-time downloads
text2odrl-llama31-8b-lora-v0
Yusra2677/text2odrl-llama31-8b-lora-v0
text2odrl-llama31-8b-lora-v0 is a machine learning model from Yusra2677. 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 llama3.1.
should probably proofread and complete it, then remove this comment. --
All-time downloads
30
Public
Repo size
9.4 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.3 GB · 99%
At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Jul 19, 2025
- Updated
- Jul 19, 2025
- SHA
- 26e36c52
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. -->
text2odrl-llama31-8b-lora-v0
This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the text_to_odrl_train dataset. It achieves the following results on the evaluation set:
- Loss: 0.0383
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: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- 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_ratio: 0.05
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1285 | 0.2155 | 50 | 0.1311 |
| 0.1124 | 0.4310 | 100 | 0.1213 |
| 0.1127 | 0.6466 | 150 | 0.1171 |
| 0.1148 | 0.8621 | 200 | 0.1135 |
| 0.1027 | 1.0776 | 250 | 0.1036 |
| 0.0979 | 1.2931 | 300 | 0.0903 |
| 0.0858 | 1.5086 | 350 | 0.0765 |
| 0.0721 | 1.7241 | 400 | 0.0641 |
| 0.0672 | 1.9397 | 450 | 0.0544 |
| 0.0468 | 2.1552 | 500 | 0.0471 |
| 0.0447 | 2.3707 | 550 | 0.0423 |
| 0.0435 | 2.5862 | 600 | 0.0383 |
| 0.038 | 2.8017 | 650 | 0.0360 |
Framework versions
- PEFT 0.15.2
- Transformers 4.50.1
- Pytorch 2.7.1+cu126
- Datasets 3.6.0
- Tokenizers 0.21.1
- Library
- peft
- License
- llama3.1
- Created
- Jul 19, 2025
- Updated
- Jul 19, 2025