secmlr/SWE-BENCH-generation_claude_reasoning_search_replace_first_500_qwen_code_14B

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SWE-BENCH-generationclaudereasoningsearchreplacefirst500qwencode_14B

This model is a fine-tuned version of Qwen/Qwen2.5-Coder-14B-Instruct on the SWE-BENCH-generationclaudereasoningsearchreplacefirst500 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: 1e-05
• —trainbatchsize: 1
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 2
• —gradientaccumulationsteps: 12
• —totaltrainbatch_size: 24
• —totalevalbatch_size: 16
• —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 3.0

Training results

Framework versions

• —Transformers 4.51.3
• —Pytorch 2.5.1+cu124
• —Datasets 2.20.0
• —Tokenizers 0.21.1