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OCI-DS-6.7B-SQL-Gen_2

PEFT
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trl
sft
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metadata
license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: m-a-p/OpenCodeInterpreter-DS-6.7B
model-index:
  - name: OCI-DS-6.7B-SQL-Gen_2
    results: []

OCI-DS-6.7B-SQL-Gen_2

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: 0.0008

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
5.4929 0.19 50 0.0009
0.0007 0.38 100 0.0009
0.0 0.57 150 0.0009
0.0011 0.76 200 0.0008
2.1872 0.95 250 0.0008

Framework versions

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