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Qwen-2.5-Coder-0.5B-SQL-Writer – AI Model by griffith-bigdata | AlphaNeural AI

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griffith-bigdata/
Qwen-2.5-Coder-0.5B-SQL-Writer

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text-generation

alignment-handbook

generated_from_trainer

griffith-bigdata/sft_text2sql_v2

Qwen/Qwen2.5-Coder-0.5B-Instruct

text-generation-inference

endpoints_compatible

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Qwen-2.5-Coder-0.5B-SQL-Writer

This model is a fine-tuned version of /home/datht/huggingface/Qwen/Qwen2.5-Coder-0.5B-Instruct on the /home/datht/mats/data/sft/sft_text2sql_v2 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: 2e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 64
total_train_batch_size: 128
total_eval_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 2

Training results

Framework versions

Transformers 4.45.0
Pytorch 2.2.2+cu121
Datasets 4.1.1
Tokenizers 0.20.3