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# 2 * 80GiB
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# For inference code, refer to: examples/infer/demo_reranker.py
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PYTORCH_CUDA_ALLOC_CONF='expandable_segments:True' \
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NPROC_PER_NODE=2 \
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CUDA_VISIBLE_DEVICES=0,1 \
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megatron sft \
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--model Qwen/Qwen3-Reranker-8B \
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--task_type generative_reranker \
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--save_safetensors true \
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--tuner_type full \
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--dataset MTEB/scidocs-reranking \
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--load_from_cache_file true \
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--split_dataset_ratio 0.02 \
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--tensor_model_parallel_size 2 \
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--sequence_parallel true \
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--micro_batch_size 2 \
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--global_batch_size 16 \
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--recompute_granularity full \
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--recompute_method uniform \
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--recompute_num_layers 1 \
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--finetune true \
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--cross_entropy_loss_fusion true \
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--lr 5e-6 \
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--lr_warmup_fraction 0.05 \
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--min_lr 1e-7 \
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--num_train_epochs 1 \
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--output_dir megatron_output/Qwen3-Reranker-8B \
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--save_steps 200 \
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--eval_steps 50 \
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--max_length 4096 \
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--loss_type pointwise_reranker \
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--dataloader_num_workers 4 \
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--no_save_optim true \
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--no_save_rng true \
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--dataset_num_proc 4
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@@ -0,0 +1,35 @@
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# 4 * 50GiB
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# For inference code, refer to: examples/infer/demo_reranker.py
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PYTORCH_CUDA_ALLOC_CONF='expandable_segments:True' \
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NPROC_PER_NODE=4 \
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CUDA_VISIBLE_DEVICES=0,1,2,3 \
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megatron sft \
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--model Qwen/Qwen3-VL-Reranker-8B \
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--task_type generative_reranker \
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--save_safetensors true \
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--tuner_type full \
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--dataset swift/TextCaps:rerank \
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--load_from_cache_file true \
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--split_dataset_ratio 0.02 \
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--tensor_model_parallel_size 4 \
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--sequence_parallel true \
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--micro_batch_size 1 \
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--global_batch_size 16 \
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--recompute_granularity full \
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--recompute_method uniform \
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--recompute_num_layers 1 \
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--finetune true \
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--cross_entropy_loss_fusion true \
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--lr 5e-6 \
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--lr_warmup_fraction 0.05 \
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--min_lr 1e-7 \
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--num_train_epochs 1 \
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--output_dir megatron_output/Qwen3-VL-Reranker-8B \
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--save_steps 200 \
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--eval_steps 50 \
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--max_length 4096 \
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--loss_type pointwise_reranker \
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--dataloader_num_workers 4 \
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--no_save_optim true \
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--no_save_rng true \
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--dataset_num_proc 4
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