OCI-DS-6.7B-SQL-Gen_1

jdeklerk10/OCI-DS-6.7B-SQL-Gen_1

OCI-DS-6.7B-SQL-Gen_1 is a machine learning model from jdeklerk10. 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 apache-2.0.

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

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Apr 8, 2024
Updated: Apr 8, 2024
SHA: ca79867c

Base models

m-a-p/OpenCodeInterpreter-DS-6.7B

Model card

From the Hugging Face model README

OCI-DS-6.7B-SQL-Gen_1

This model is a fine-tuned version of m-a-p/OpenCodeInterpreter-DS-6.7B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0009

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
67.8296	0.19	50	0.0009
0.111	0.38	100	0.0011
0.0	0.57	150	0.0011
0.0759	0.76	200	0.0009
4.5094	0.95	250	0.0009

Framework versions

PEFT 0.10.0
Transformers 4.40.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Apr 8, 2024
Updated: Apr 8, 2024