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sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_alpha_r_32 – AI Model by CHZY-1 | AlphaNeural AI

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CHZY-1/
sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_alpha_r_32

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generated_from_trainer

MaziyarPanahi/Mistral-7B-Instruct-SQL-Mistral-7B-Instruct-v0.2-slerp

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sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_alpha_r_32

This model is a fine-tuned version of MaziyarPanahi/Mistral-7B-Instruct-SQL-Mistral-7B-Instruct-v0.2-slerp on an unknown dataset.

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.13.1
Transformers 4.44.2
Pytorch 2.3.1+cu121
Datasets 3.0.2
Tokenizers 0.19.1