chore: import upstream snapshot with attribution

2026-07-13 13:34:58 +08:00
commit a203934033
1368 changed files with 175001 additions and 0 deletions
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+# This script is used in DLC (Deep Learning Containers)
+# For more information, visit: https://www.aliyun.com/activity/bigdata/pai-dlc
+# https://help.aliyun.com/zh/pai/user-guide/general-environment-variables
+NNODES=$WORLD_SIZE \
+NODE_RANK=$RANK \
+torchrun \
+    --nproc_per_node=8 \
+    --nnodes=${WORLD_SIZE} \
+    --node_rank=${RANK} \
+    swift/cli/rlhf.py \
+    --rlhf_type grpo \
+    --model Qwen/Qwen2.5-7B \
+    --tuner_type full \
+    --dataset AI-MO/NuminaMath-TIR#10000 \
+    --load_from_cache_file true \
+    --torch_dtype bfloat16 \
+    --system examples/train/grpo/prompt.txt \
+    --num_train_epochs 1 \
+    --max_length 2048 \
+    --use_vllm true \
+    --vllm_mode colocate \
+    --vllm_max_model_len 2048 \
+    --vllm_gpu_memory_utilization 0.3 \
+    --vllm_tensor_parallel_size 4 \
+    --per_device_train_batch_size 4 \
+    --per_device_eval_batch_size 4 \
+    --learning_rate 1e-6 \
+    --save_total_limit 2 \
+    --logging_steps 5 \
+    --output_dir output \
+    --gradient_accumulation_steps 1 \
+    --warmup_ratio 0.05 \
+    --dataloader_num_workers 4 \
+    --max_completion_length 2048 \
+    --reward_funcs accuracy format \
+    --num_generations 48 \
+    --sleep_level 1 \
+    --deepspeed zero3_offload \
+    --temperature 1.0 \
+    --top_p 0.85