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sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_r_32_alpha_64 – AI Model by CHZY-1 | AlphaNeural AI
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CHZY-1
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sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_r_32_alpha_64
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
MaziyarPanahi/Mistral-7B-Instruct-SQL-Mistral-7B-Instruct-v0.2-slerp
adapter
apache-2.0
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sqlcoder-Mistral_7b_FineTuned_PEFT_QLORA_adapter_r_32_alpha_64
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
