[Benchmark] Replace Aquila, DeepSeek and Mixtral benchmark tests with Qwen3

Author: zihugithub

tests/functional_tests/benchmark/aquila/conf/train/data.yaml

@@ -4,7 +4,7 @@ defaults:
 
 experiment:
   exp_name: tp2_pp2
-  exp_dir: tests/functional_tests/benchmark/aquila/test_results/tp2_pp2
+  exp_dir: tests/functional_tests/benchmark/qwen3/test_results/tp2_pp2
   task:
     type: train
     backend: megatron
@@ -20,8 +20,6 @@ experiment:
     NCCL_ALGO: "Ring"
     NVTE_APPLY_QK_LAYER_SCALING: 0
     NVTE_ALLOW_NONDETERMINISTIC_ALGO: 0
-    NVTE_FLASH_ATTN: 0
-    NVTE_FUSED_ATTN: 0
     CUDNN_BENCHMARK: "false"
     CUDNN_DETERMINISTIC: "true"
   cmds: