Downloads · 30 days
10
38% of all-time downloads
sea-lion-7b-text-to-sql
Phuree/sea-lion-7b-text-to-sql
sea-lion-7b-text-to-sql is a machine learning model from Phuree. 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
26
Public
Repo size
36.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors5.3 GB · 100%
At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- May 1, 2024
- Updated
- May 1, 2024
- SHA
- 81e3b1c8
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. -->
sea-lion-7b-text-to-sql
This model is a fine-tuned version of aisingapore/sea-lion-7b-instruct on the generator dataset.
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: 0.0002
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 10
Training results
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.36.2
- Pytorch 2.2.1
- Datasets 2.16.1
- Tokenizers 0.15.2
- Library
- peft
- License
- mit
- Created
- May 1, 2024
- Updated
- May 1, 2024