sql-OPT-IML-Spider

Rameesha/sql-OPT-IML-Spider

sql-OPT-IML-Spider is a machine learning model from Rameesha. 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 other.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

Access

Public

Updated Oct 4, 2023

Repo size

12.6 KB

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Public

Hugging Face

Repo makeup

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.bin4.5 KB · 54%

At a glance

License: other
Access: Public
Created: Sep 29, 2023
Updated: Oct 4, 2023
SHA: a9171a97

Base models

facebook/opt-iml-1.3b

Model card

From the Hugging Face model README

sql-OPT-IML-Spider

This model is a fine-tuned version of facebook/opt-iml-1.3b on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6240

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
training_steps: 200

Training results

Training Loss	Epoch	Step	Validation Loss
3.4167	2.76	20	3.3131
2.822	5.52	40	2.6244
1.8781	8.28	60	1.7491
1.1619	11.03	80	1.3205
0.7079	13.79	100	1.0339
0.4644	16.55	120	0.8472
0.3597	19.31	140	0.7265
0.3092	22.07	160	0.6580
0.2789	24.83	180	0.6310
0.2646	27.59	200	0.6240

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.0

License: other
Created: Sep 29, 2023
Updated: Oct 4, 2023