falcon_qlora_sql_r2

maidacundo/falcon_qlora_sql_r2

falcon_qlora_sql_r2 is a machine learning model from maidacundo. 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. --

Downloads · 30 days

Access

Public

Updated Jul 10, 2023

Repo size

489 MB

Likes

Public

Hugging Face

Repo makeup

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.json2.7 MB · 53%

At a glance

License: apache-2.0
Access: Public
Created: Jul 10, 2023
Updated: Jul 10, 2023
SHA: b0c9b3ff

Base models

tiiuae/falcon-7b

Datasets

spider

Model card

From the Hugging Face model README

falcon_qlora_sql_r2

This model is a fine-tuned version of tiiuae/falcon-7b on the spider dataset. It achieves the following results on the evaluation set:

Loss: 0.1735

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 43.7
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.2993	0.23	100	0.2863
0.8003	0.46	200	0.3358
0.1872	0.68	300	0.2424
0.1267	0.91	400	0.2362
0.2214	1.14	500	0.2564
0.2885	1.37	600	0.2187
0.1654	1.6	700	0.1988
0.1633	1.83	800	0.2062
0.0381	2.05	900	0.1868
0.0633	2.28	1000	0.1767
0.163	2.51	1100	0.1861
0.1718	2.74	1200	0.1875
0.1743	2.97	1300	0.1854

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3

License: apache-2.0
Created: Jul 10, 2023
Updated: Jul 10, 2023