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

Name: OCI-DS-6.7B-SQL-Gen_1
Availability: InStock

generated_from_trainer

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

adapter

apache-2.0

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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

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

OCI-DS-6.7B-SQL-Gen_1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

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