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falcon7binstruct_text_to_sql_optimized_v8 – AI Model by mergisi | AlphaNeural AI
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mergisi
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falcon7binstruct_text_to_sql_optimized_v8
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
vilsonrodrigues/falcon-7b-instruct-sharded
adapter
apache-2.0
us
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falcon7binstruct_text_to_sql_optimized_v8
This model is a fine-tuned version of
vilsonrodrigues/falcon-7b-instruct-sharded
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: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
training_steps: 180
mixed_precision_training: Native AMP
Training results
Framework versions
PEFT 0.7.2.dev0
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
