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13170577b2
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Yaowei Zheng <hiyouga@buaa.edu.cn>
36 lines
862 B
YAML
36 lines
862 B
YAML
model_name_or_path: Qwen/Qwen3-30B-A3B-Instruct-2507
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# GPU memory: 8 * 78GB
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do_train: true
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stage: sft
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finetuning_type: full # only support full for now
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dataset: alpaca_en_demo
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preprocessing_num_workers: 8
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cutoff_len: 4096
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template: qwen3_nothink
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# global batchsize = (8 // 2 // 4) * 8 = 8
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output_dir: saves/mca/qwen3_moe_full
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per_device_train_batch_size: 1
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gradient_accumulation_steps: 8
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num_train_epochs: 2
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learning_rate: 3e-6
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logging_steps: 1
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save_steps: 100
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lr_scheduler_type: constant
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bf16: true
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# mcore speed up
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tensor_model_parallel_size: 1
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sequence_parallel: false
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pipeline_model_parallel_size: 4
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bias_activation_fusion: true
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apply_rope_fusion: true
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use_distributed_optimizer: true
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overlap_param_gather: true
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overlap_grad_reduce: true
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moe_grouped_gemm: true
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moe_token_dispatcher_type: alltoall
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expert_model_parallel_size: 2
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recompute_granularity: full
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