Downloads · 30 days
5
15% of all-time downloads
zephyr-7b-cosmosqa-ptbr_text
heloisy/zephyr-7b-cosmosqa-ptbr_text
zephyr-7b-cosmosqa-ptbr_text is a machine learning model from heloisy. 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 mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
34
Public
Repo size
131 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors130 MB · 98%
At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Dec 12, 2023
- Updated
- Dec 13, 2023
- SHA
- 761f534b
Base models
Datasets
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. -->
zephyr-7b-cosmosqa-ptbr_text
This model is a fine-tuned version of HuggingFaceH4/zephyr-7b-beta on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0951
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: 4e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 1000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4903 | 0.13 | 100 | 1.1563 |
| 1.1453 | 0.25 | 200 | 1.1254 |
| 1.1192 | 0.38 | 300 | 1.1149 |
| 1.109 | 0.51 | 400 | 1.1045 |
| 1.0927 | 0.63 | 500 | 1.1003 |
| 1.0883 | 0.76 | 600 | 1.0971 |
| 1.077 | 0.89 | 700 | 1.0955 |
| 1.0694 | 1.01 | 800 | 1.0934 |
| 1.0377 | 1.14 | 900 | 1.0958 |
| 1.03 | 1.27 | 1000 | 1.0951 |
Framework versions
- PEFT 0.7.1.dev0
- Transformers 4.36.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.7
- Tokenizers 0.15.0
- Library
- peft
- License
- mit
- Languages
- pt
- Created
- Dec 12, 2023
- Updated
- Dec 13, 2023