Downloads · 30 days
3
6% of all-time downloads
res_nw_dj_03
nlparabic/res_nw_dj_03
res_nw_dj_03 is a machine learning model from nlparabic. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
49
Public
Parameters
369M
10.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.5 GB · 100%
At a glance
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024
- SHA
- 9c6a3dbd
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. -->
res_nw_dj_03
This model is a fine-tuned version of riotu-lab/ArabianGPT-03B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5335
- Bleu: 0.4225
- Rouge1: 0.6608
- Rouge2: 0.4163
- Rougel: 0.6590
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 20.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Rougel |
|---|---|---|---|---|---|---|---|
| 0.8829 | 1.0 | 2679 | 0.5616 | 0.4033 | 0.6239 | 0.3696 | 0.6222 |
| 0.4337 | 2.0 | 5358 | 0.5335 | 0.4225 | 0.6608 | 0.4163 | 0.6590 |
| 0.2951 | 3.0 | 8037 | 0.5473 | 0.4309 | 0.6703 | 0.4320 | 0.6688 |
| 0.2054 | 4.0 | 10716 | 0.5758 | 0.4277 | 0.6764 | 0.4400 | 0.6748 |
| 0.1557 | 5.0 | 13395 | 0.6073 | 0.4309 | 0.6728 | 0.4398 | 0.6716 |
| 0.1308 | 6.0 | 16074 | 0.6263 | 0.4315 | 0.6767 | 0.4425 | 0.6752 |
| 0.1183 | 7.0 | 18753 | 0.6491 | 0.4280 | 0.6731 | 0.4383 | 0.6715 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Type
- gpt2
- License
- apache-2.0
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024