==== STARTING EXPERIMENT: qwen3_1.7b_coding_fft ====
Log File:  saves/qwen3_1.7b/coding/fft/qwen3_1.7b_coding_fft_20260429_153746.log
HF Hub:    https://huggingface.co/KKHYA/qwen3-1.7b-fft-coding
Timestamp: 2026-04-29 15:37:46
=====================================
[INFO|2026-04-29 15:37:53] llamafactory.launcher:144 >> Initializing 8 distributed tasks at: 127.0.0.1:52079
W0429 15:37:54.558000 213610 site-packages/torch/distributed/run.py:852] 
W0429 15:37:54.558000 213610 site-packages/torch/distributed/run.py:852] *****************************************
W0429 15:37:54.558000 213610 site-packages/torch/distributed/run.py:852] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
W0429 15:37:54.558000 213610 site-packages/torch/distributed/run.py:852] *****************************************
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
[W429 15:38:05.608586790 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.629331375 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.637811309 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.648209810 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.740148869 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.830497944 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
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[W429 15:38:06.840813307 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 15:38:06.954907523 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
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ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO comm 0x5635e92c0280 rank 0 nRanks 8 nNodes 1 localRanks 8 localRank 0 MNNVL 0
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO comm 0x55e5dac15dd0 rank 7 nRanks 8 nNodes 1 localRanks 8 localRank 7 MNNVL 0
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO comm 0x55e8675b14b0 rank 6 nRanks 8 nNodes 1 localRanks 8 localRank 6 MNNVL 0
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO comm 0x55cadade89e0 rank 5 nRanks 8 nNodes 1 localRanks 8 localRank 5 MNNVL 0
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO comm 0x55ec9c119990 rank 2 nRanks 8 nNodes 1 localRanks 8 localRank 2 MNNVL 0
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO comm 0x5616b5c85c30 rank 3 nRanks 8 nNodes 1 localRanks 8 localRank 3 MNNVL 0
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO comm 0x55cfd20e4910 rank 4 nRanks 8 nNodes 1 localRanks 8 localRank 4 MNNVL 0
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 00/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 01/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/-1/-1->1->0 [2] 2/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->0 [10] 2/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 [16] 2/-1/-1->1->0 [17] 2/-1/-1->1->0 [18] 2/-1/-1->1->0 [19] 2/-1/-1->1->0 [20] 2/-1/-1->1->0 [21] 2/-1/-1->1->0 [22] 2/-1/-1->1->0 [23] 2/-1/-1->1->0
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] -1/-1/-1->7->6 [2] -1/-1/-1->7->6 [3] -1/-1/-1->7->6 [4] -1/-1/-1->7->6 [5] -1/-1/-1->7->6 [6] -1/-1/-1->7->6 [7] -1/-1/-1->7->6 [8] -1/-1/-1->7->6 [9] -1/-1/-1->7->6 [10] -1/-1/-1->7->6 [11] -1/-1/-1->7->6 [12] -1/-1/-1->7->6 [13] -1/-1/-1->7->6 [14] -1/-1/-1->7->6 [15] -1/-1/-1->7->6 [16] -1/-1/-1->7->6 [17] -1/-1/-1->7->6 [18] -1/-1/-1->7->6 [19] -1/-1/-1->7->6 [20] -1/-1/-1->7->6 [21] -1/-1/-1->7->6 [22] -1/-1/-1->7->6 [23] -1/-1/-1->7->6
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/-1/-1->6->5 [7] 7/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->5 [15] 7/-1/-1->6->5 [16] 7/-1/-1->6->5 [17] 7/-1/-1->6->5 [18] 7/-1/-1->6->5 [19] 7/-1/-1->6->5 [20] 7/-1/-1->6->5 [21] 7/-1/-1->6->5 [22] 7/-1/-1->6->5 [23] 7/-1/-1->6->5
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/-1/-1->5->4 [6] 6/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->4 [14] 6/-1/-1->5->4 [15] 6/-1/-1->5->4 [16] 6/-1/-1->5->4 [17] 6/-1/-1->5->4 [18] 6/-1/-1->5->4 [19] 6/-1/-1->5->4 [20] 6/-1/-1->5->4 [21] 6/-1/-1->5->4 [22] 6/-1/-1->5->4 [23] 6/-1/-1->5->4
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2 [2] 4/-1/-1->3->2 [3] 4/-1/-1->3->2 [4] 4/-1/-1->3->2 [5] 4/-1/-1->3->2 [6] 4/-1/-1->3->2 [7] 4/-1/-1->3->2 [8] 4/-1/-1->3->2 [9] 4/-1/-1->3->2 [10] 4/-1/-1->3->2 [11] 4/-1/-1->3->2 [12] 4/-1/-1->3->2 [13] 4/-1/-1->3->2 [14] 4/-1/-1->3->2 [15] 4/-1/-1->3->2 [16] 4/-1/-1->3->2 [17] 4/-1/-1->3->2 [18] 4/-1/-1->3->2 [19] 4/-1/-1->3->2 [20] 4/-1/-1->3->2 [21] 4/-1/-1->3->2 [22] 4/-1/-1->3->2 [23] 4/-1/-1->3->2
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/-1/-1->2->1 [3] 3/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->1 [11] 3/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 [16] 3/-1/-1->2->1 [17] 3/-1/-1->2->1 [18] 3/-1/-1->2->1 [19] 3/-1/-1->2->1 [20] 3/-1/-1->2->1 [21] 3/-1/-1->2->1 [22] 3/-1/-1->2->1 [23] 3/-1/-1->2->1
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/-1/-1->4->3 [5] 5/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->3 [13] 5/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 [16] 5/-1/-1->4->3 [17] 5/-1/-1->4->3 [18] 5/-1/-1->4->3 [19] 5/-1/-1->4->3 [20] 5/-1/-1->4->3 [21] 5/-1/-1->4->3 [22] 5/-1/-1->4->3 [23] 5/-1/-1->4->3
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213684:214061 [0] NCCL INFO [Proxy Service UDS] Device 3 CPU core 6
ywang29-p4d-debug-1-worker-0:213684:214060 [0] NCCL INFO [Proxy Service] Device 3 CPU core 50
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213686:214062 [0] NCCL INFO [Proxy Service] Device 5 CPU core 27
ywang29-p4d-debug-1-worker-0:213686:214063 [0] NCCL INFO [Proxy Service UDS] Device 5 CPU core 30
ywang29-p4d-debug-1-worker-0:213688:214064 [0] NCCL INFO [Proxy Service] Device 7 CPU core 83
ywang29-p4d-debug-1-worker-0:213688:214065 [0] NCCL INFO [Proxy Service UDS] Device 7 CPU core 33
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213682:214067 [0] NCCL INFO [Proxy Service UDS] Device 1 CPU core 3
ywang29-p4d-debug-1-worker-0:213682:214066 [0] NCCL INFO [Proxy Service] Device 1 CPU core 64
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213681:214068 [0] NCCL INFO [Proxy Service] Device 0 CPU core 63
ywang29-p4d-debug-1-worker-0:213681:214069 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 4
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213685:214070 [0] NCCL INFO [Proxy Service] Device 4 CPU core 89
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:213685:214071 [0] NCCL INFO [Proxy Service UDS] Device 4 CPU core 32
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213683:214072 [0] NCCL INFO [Proxy Service] Device 2 CPU core 12
ywang29-p4d-debug-1-worker-0:213683:214073 [0] NCCL INFO [Proxy Service UDS] Device 2 CPU core 14
ywang29-p4d-debug-1-worker-0:213687:214074 [0] NCCL INFO [Proxy Service] Device 6 CPU core 87
ywang29-p4d-debug-1-worker-0:213687:214075 [0] NCCL INFO [Proxy Service UDS] Device 6 CPU core 95
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO CC Off, workFifoBytes 1048576
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
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[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 1, world size: 8, device: cuda:1, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 7, world size: 8, device: cuda:7, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 2, world size: 8, device: cuda:2, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 5, world size: 8, device: cuda:5, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 4, world size: 8, device: cuda:4, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 3, world size: 8, device: cuda:3, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 6, world size: 8, device: cuda:6, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 15:38:07] llamafactory.hparams.parser:505 >> Process rank: 0, world size: 8, device: cuda:0, distributed training: True, compute dtype: torch.bfloat16
[INFO|configuration_utils.py:670] 2026-04-29 15:38:07,681 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/config.json
[INFO|configuration_utils.py:742] 2026-04-29 15:38:07,684 >> Model config Qwen3Config {
  "architectures": [
    "Qwen3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 151643,
  "dtype": "bfloat16",
  "eos_token_id": 151645,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 6144,
  "layer_types": [
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention"
  ],
  "masked_layers": null,
  "max_position_embeddings": 40960,
  "max_window_layers": 28,
  "model_type": "qwen3",
  "num_attention_heads": 16,
  "num_hidden_layers": 28,
  "num_key_value_heads": 8,
  "pad_token_id": null,
  "rms_norm_eps": 1e-06,
  "rope_parameters": {
    "rope_theta": 1000000,
    "rope_type": "default"
  },
  "sliding_window": null,
  "sparsity_attn": null,
  "sparsity_mlp": null,
  "subnet_mode": null,
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  "threshold_attn": null,
  "threshold_mlp": null,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "use_cache": true,
  "use_sliding_window": false,
  "vocab_size": 151936
}

[INFO|configuration_utils.py:670] 2026-04-29 15:38:11,634 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/config.json
[INFO|configuration_utils.py:742] 2026-04-29 15:38:11,635 >> Model config Qwen3Config {
  "architectures": [
    "Qwen3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 151643,
  "dtype": "bfloat16",
  "eos_token_id": 151645,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 6144,
  "layer_types": [
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention"
  ],
  "masked_layers": null,
  "max_position_embeddings": 40960,
  "max_window_layers": 28,
  "model_type": "qwen3",
  "num_attention_heads": 16,
  "num_hidden_layers": 28,
  "num_key_value_heads": 8,
  "pad_token_id": null,
  "rms_norm_eps": 1e-06,
  "rope_parameters": {
    "rope_theta": 1000000,
    "rope_type": "default"
  },
  "sliding_window": null,
  "sparsity_attn": null,
  "sparsity_mlp": null,
  "subnet_mode": null,
  "subnet_type": null,
  "threshold_attn": null,
  "threshold_mlp": null,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "use_cache": true,
  "use_sliding_window": false,
  "vocab_size": 151936
}

[INFO|configuration_utils.py:670] 2026-04-29 15:38:11,758 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/config.json
[INFO|configuration_utils.py:742] 2026-04-29 15:38:11,759 >> Model config Qwen3Config {
  "architectures": [
    "Qwen3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 151643,
  "dtype": "bfloat16",
  "eos_token_id": 151645,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 6144,
  "layer_types": [
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention"
  ],
  "masked_layers": null,
  "max_position_embeddings": 40960,
  "max_window_layers": 28,
  "model_type": "qwen3",
  "num_attention_heads": 16,
  "num_hidden_layers": 28,
  "num_key_value_heads": 8,
  "pad_token_id": null,
  "rms_norm_eps": 1e-06,
  "rope_parameters": {
    "rope_theta": 1000000,
    "rope_type": "default"
  },
  "sliding_window": null,
  "sparsity_attn": null,
  "sparsity_mlp": null,
  "subnet_mode": null,
  "subnet_type": null,
  "threshold_attn": null,
  "threshold_mlp": null,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "use_cache": true,
  "use_sliding_window": false,
  "vocab_size": 151936
}

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[INFO|2026-04-29 15:38:13] llamafactory.data.loader:144 >> Loading dataset allenai/tulu-3-sft-personas-code...
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[INFO|2026-04-29 15:38:17] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset allenai/tulu-3-sft-personas-code.

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[INFO|2026-04-29 15:38:18] llamafactory.data.loader:144 >> Loading dataset KKHYA/evol_codealpaca_converted...
Repo card metadata block was not found. Setting CardData to empty.
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[INFO|2026-04-29 15:38:26] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset KKHYA/evol_codealpaca_converted.

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[INFO|2026-04-29 15:38:27] llamafactory.data.loader:144 >> Loading dataset KKHYA/codefeedback_filtered_instructions_converted...
Repo card metadata block was not found. Setting CardData to empty.
Setting num_proc from 16 to 2 for the train split as it only contains 2 shards.

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[INFO|2026-04-29 15:38:36] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset KKHYA/codefeedback_filtered_instructions_converted.

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ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
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training example:
input_ids:
[151644, 872, 198, 7985, 264, 10135, 729, 311, 11047, 279, 2790, 1372, 315, 8845, 16548, 553, 1674, 3767, 300, 4308, 304, 264, 2661, 3200, 504, 264, 1140, 315, 2432, 3059, 13, 8886, 2432, 1102, 374, 15251, 438, 264, 10997, 448, 6894, 330, 5117, 26532, 497, 330, 13757, 26532, 497, 330, 5117, 96244, 497, 323, 330, 13757, 96244, 3263, 1674, 3767, 300, 4308, 1410, 387, 2987, 279, 2114, 476, 3123, 2083, 304, 894, 2432, 13, 576, 1946, 374, 264, 1140, 315, 1741, 2432, 1102, 57514, 11, 323, 279, 2550, 1265, 387, 458, 7546, 14064, 279, 2790, 1372, 315, 8845, 16548, 553, 1674, 3767, 300, 4308, 382, 2505, 510, 12, 1565, 6347, 13576, 44622, 362, 1140, 315, 57514, 11, 1380, 1817, 10997, 5610, 510, 220, 481, 330, 5117, 26532, 1, 320, 917, 1648, 576, 829, 315, 279, 2114, 2083, 624, 220, 481, 330, 13757, 26532, 1, 320, 917, 1648, 576, 829, 315, 279, 3123, 2083, 624, 220, 481, 330, 5117, 96244, 1, 320, 396, 1648, 576, 1372, 315, 8845, 16548, 553, 279, 2114, 2083, 624, 220, 481, 330, 13757, 96244, 1, 320, 396, 1648, 576, 1372, 315, 8845, 16548, 553, 279, 3123, 2083, 382, 5097, 510, 12, 1527, 7546, 14064, 279, 2790, 1372, 315, 8845, 16548, 553, 1674, 3767, 300, 4308, 382, 13314, 510, 73594, 12669, 198, 6347, 13576, 284, 2278, 262, 5212, 5117, 26532, 788, 330, 2101, 3767, 300, 4308, 497, 330, 13757, 26532, 788, 330, 14597, 32, 497, 330, 5117, 96244, 788, 220, 17, 11, 330, 13757, 96244, 788, 220, 16, 1583, 262, 5212, 5117, 26532, 788, 330, 14597, 33, 497, 330, 13757, 26532, 788, 330, 2101, 3767, 300, 4308, 497, 330, 5117, 96244, 788, 220, 18, 11, 330, 13757, 96244, 788, 220, 17, 1583, 262, 5212, 5117, 26532, 788, 330, 2101, 3767, 300, 4308, 497, 330, 13757, 26532, 788, 330, 14597, 34, 497, 330, 5117, 96244, 788, 220, 16, 11, 330, 13757, 96244, 788, 220, 16, 1583, 262, 5212, 5117, 26532, 788, 330, 14597, 35, 497, 330, 13757, 26532, 788, 330, 2101, 3767, 300, 4308, 497, 330, 5117, 96244, 788, 220, 15, 11, 330, 13757, 96244, 788, 220, 18, 532, 921, 2, 31021, 9258, 25, 220, 23, 198, 73594, 151645, 198, 151644, 77091, 198, 750, 11047, 8418, 3767, 300, 4308, 96244, 25401, 13576, 982, 262, 2790, 96244, 284, 220, 15, 198, 262, 369, 2432, 304, 2432, 13576, 510, 286, 421, 2432, 1183, 5117, 26532, 1341, 621, 330, 2101, 3767, 300, 4308, 4660, 310, 2790, 96244, 1421, 2432, 1183, 5117, 96244, 7026, 286, 4409, 2432, 1183, 13757, 26532, 1341, 621, 330, 2101, 3767, 300, 4308, 4660, 310, 2790, 96244, 1421, 2432, 1183, 13757, 96244, 7026, 262, 470, 2790, 96244, 151645, 198]
inputs:
<|im_start|>user
Write a python function to calculate the total number of goals scored by Alanyaspor in a given season from a list of match results. Each match result is represented as a dictionary with keys "home_team", "away_team", "home_goals", and "away_goals". Alanyaspor could be either the home or away team in any match. The input is a list of such match result dictionaries, and the output should be an integer representing the total number of goals scored by Alanyaspor.

Input:
- `match_results`: A list of dictionaries, where each dictionary contains:
  - "home_team" (string): The name of the home team.
  - "away_team" (string): The name of the away team.
  - "home_goals" (int): The number of goals scored by the home team.
  - "away_goals" (int): The number of goals scored by the away team.

Output:
- An integer representing the total number of goals scored by Alanyaspor.

Example:
```python
match_results = [
    {"home_team": "Alanyaspor", "away_team": "TeamA", "home_goals": 2, "away_goals": 1},
    {"home_team": "TeamB", "away_team": "Alanyaspor", "home_goals": 3, "away_goals": 2},
    {"home_team": "Alanyaspor", "away_team": "TeamC", "home_goals": 1, "away_goals": 1},
    {"home_team": "TeamD", "away_team": "Alanyaspor", "home_goals": 0, "away_goals": 3}
]
# Expected Output: 8
```<|im_end|>
<|im_start|>assistant
def calculate_alanyaspor_goals(match_results):
    total_goals = 0
    for match in match_results:
        if match["home_team"] == "Alanyaspor":
            total_goals += match["home_goals"]
        elif match["away_team"] == "Alanyaspor":
            total_goals += match["away_goals"]
    return total_goals<|im_end|>

label_ids:
[-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 750, 11047, 8418, 3767, 300, 4308, 96244, 25401, 13576, 982, 262, 2790, 96244, 284, 220, 15, 198, 262, 369, 2432, 304, 2432, 13576, 510, 286, 421, 2432, 1183, 5117, 26532, 1341, 621, 330, 2101, 3767, 300, 4308, 4660, 310, 2790, 96244, 1421, 2432, 1183, 5117, 96244, 7026, 286, 4409, 2432, 1183, 13757, 26532, 1341, 621, 330, 2101, 3767, 300, 4308, 4660, 310, 2790, 96244, 1421, 2432, 1183, 13757, 96244, 7026, 262, 470, 2790, 96244, 151645, 198]
labels:
def calculate_alanyaspor_goals(match_results):
    total_goals = 0
    for match in match_results:
        if match["home_team"] == "Alanyaspor":
            total_goals += match["home_goals"]
        elif match["away_team"] == "Alanyaspor":
            total_goals += match["away_goals"]
    return total_goals<|im_end|>

[INFO|configuration_utils.py:670] 2026-04-29 15:39:04,827 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/config.json
[INFO|configuration_utils.py:742] 2026-04-29 15:39:04,828 >> Model config Qwen3Config {
  "architectures": [
    "Qwen3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 151643,
  "dtype": "bfloat16",
  "eos_token_id": 151645,
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 2048,
  "initializer_range": 0.02,
  "intermediate_size": 6144,
  "layer_types": [
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention",
    "full_attention"
  ],
  "masked_layers": null,
  "max_position_embeddings": 40960,
  "max_window_layers": 28,
  "model_type": "qwen3",
  "num_attention_heads": 16,
  "num_hidden_layers": 28,
  "num_key_value_heads": 8,
  "pad_token_id": null,
  "rms_norm_eps": 1e-06,
  "rope_parameters": {
    "rope_theta": 1000000,
    "rope_type": "default"
  },
  "sliding_window": null,
  "sparsity_attn": null,
  "sparsity_mlp": null,
  "subnet_mode": null,
  "subnet_type": null,
  "threshold_attn": null,
  "threshold_mlp": null,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "use_cache": true,
  "use_sliding_window": false,
  "vocab_size": 151936
}

[INFO|2026-04-29 15:39:04] llamafactory.model.model_utils.kv_cache:144 >> KV cache is disabled during training.
[INFO|modeling_utils.py:710] 2026-04-29 15:39:06,415 >> loading weights file model.safetensors from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/model.safetensors.index.json

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[INFO|configuration_utils.py:1014] 2026-04-29 15:39:11,368 >> Generate config GenerationConfig {
  "bos_token_id": 151643,
  "eos_token_id": 151645,
  "output_attentions": false,
  "output_hidden_states": false,
  "use_cache": false
}


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Loading weights:  77%|███████▋  | 240/311 [00:00<00:00, 326.69it/s, Materializing param=model.layers.21.self_attn.k_proj.weight]The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning

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Loading weights:  76%|███████▌  | 235/311 [00:00<00:00, 370.79it/s, Materializing param=model.layers.21.mlp.down_proj.weight]The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.

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Loading weights:  79%|███████▉  | 245/311 [00:00<00:00, 370.79it/s, Materializing param=model.layers.22.input_layernorm.weight]The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning

Loading weights:  79%|███████▉  | 246/311 [00:00<00:00, 370.79it/s, Materializing param=model.layers.22.mlp.down_proj.weight]  The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning

Loading weights:  79%|███████▉  | 246/311 [00:00<00:00, 370.79it/s, Materializing param=model.layers.22.mlp.down_proj.weight]The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning

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Loading weights: 100%|██████████| 311/311 [00:00<00:00, 415.94it/s, Materializing param=model.norm.weight]
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[WARNING|modeling_utils.py:2496] 2026-04-29 15:39:12,987 >> The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning
The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning
The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
[INFO|configuration_utils.py:967] 2026-04-29 15:39:13,129 >> loading configuration file generation_config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/generation_config.json
[INFO|configuration_utils.py:1014] 2026-04-29 15:39:13,129 >> Generate config GenerationConfig {
  "bos_token_id": 151643,
  "do_sample": true,
  "eos_token_id": [
    151645,
    151643
  ],
  "pad_token_id": 151643,
  "temperature": 0.6,
  "top_k": 20,
  "top_p": 0.95
}

The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Comm config Blocking set to 1
The tied weights mapping and config for this model specifies to tie model.embed_tokens.weight to lm_head.weight, but both are present in the checkpoints, so we will NOT tie them. You should update the config with `tie_word_embeddings=False` to silence this warning
[INFO|dynamic_module_utils.py:406] 2026-04-29 15:39:13,231 >> Could not locate the custom_generate/generate.py inside Qwen/Qwen3-1.7B.
[INFO|2026-04-29 15:39:13] llamafactory.model.model_utils.checkpointing:144 >> Gradient checkpointing enabled.
[INFO|2026-04-29 15:39:13] llamafactory.model.model_utils.attention:144 >> Using torch SDPA for faster training and inference.
[INFO|2026-04-29 15:39:13] llamafactory.model.adapter:144 >> Upcasting trainable params to float32.
[INFO|2026-04-29 15:39:13] llamafactory.model.adapter:144 >> Fine-tuning method: Full
[INFO|2026-04-29 15:39:13] llamafactory.model.loader:144 >> trainable params: 2,031,739,904 || all params: 2,031,739,904 || trainable%: 100.0000
The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Comm config Blocking set to 1
The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Comm config Blocking set to 1
[WARNING|trainer_utils.py:1234] 2026-04-29 15:39:13,812 >> The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': None, 'pad_token_id': 151643}.
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Initialized NET plugin Socket
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ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 7 is 24-47,72-95. (GPU affinity = 24-47,72-95 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO NVLS multicast support is not available on dev 7 (NVLS_NCHANNELS 0)
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ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 5 is 24-47,72-95. (GPU affinity = 24-47,72-95 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO NVLS multicast support is not available on dev 5 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 1 is 0-23,48-71. (GPU affinity = 0-23,48-71 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO NVLS multicast support is not available on dev 1 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 3 is 0-23,48-71. (GPU affinity = 0-23,48-71 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO NVLS multicast support is not available on dev 3 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 0 is 0-23,48-71. (GPU affinity = 0-23,48-71 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO NVLS multicast support is not available on dev 0 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 4 is 24-47,72-95. (GPU affinity = 24-47,72-95 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO NVLS multicast support is not available on dev 4 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 2 is 0-23,48-71. (GPU affinity = 0-23,48-71 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO NVLS multicast support is not available on dev 2 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO comm 0x55eca298cda0 rank 2 nRanks 8 nNodes 1 localRanks 8 localRank 2 MNNVL 0
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ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO P2P Chunksize set to 524288
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ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO P2P Chunksize set to 524288
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ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO P2P Chunksize set to 524288
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ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213685:215779 [0] NCCL INFO [Proxy Service] Device 4 CPU core 75
ywang29-p4d-debug-1-worker-0:213685:215780 [0] NCCL INFO [Proxy Service UDS] Device 4 CPU core 86
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213682:215781 [0] NCCL INFO [Proxy Service] Device 1 CPU core 3
ywang29-p4d-debug-1-worker-0:213682:215782 [0] NCCL INFO [Proxy Service UDS] Device 1 CPU core 6
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213687:215783 [0] NCCL INFO [Proxy Service] Device 6 CPU core 40
ywang29-p4d-debug-1-worker-0:213687:215785 [0] NCCL INFO [Proxy Service UDS] Device 6 CPU core 44
ywang29-p4d-debug-1-worker-0:213686:215784 [0] NCCL INFO [Proxy Service] Device 5 CPU core 43
ywang29-p4d-debug-1-worker-0:213686:215786 [0] NCCL INFO [Proxy Service UDS] Device 5 CPU core 85
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213688:215787 [0] NCCL INFO [Proxy Service] Device 7 CPU core 81
ywang29-p4d-debug-1-worker-0:213688:215788 [0] NCCL INFO [Proxy Service UDS] Device 7 CPU core 77
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213684:215789 [0] NCCL INFO [Proxy Service] Device 3 CPU core 4
ywang29-p4d-debug-1-worker-0:213683:215790 [0] NCCL INFO [Proxy Service] Device 2 CPU core 9
ywang29-p4d-debug-1-worker-0:213683:215792 [0] NCCL INFO [Proxy Service UDS] Device 2 CPU core 59
ywang29-p4d-debug-1-worker-0:213684:215791 [0] NCCL INFO [Proxy Service UDS] Device 3 CPU core 58
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:213681:215794 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 16
ywang29-p4d-debug-1-worker-0:213681:215793 [0] NCCL INFO [Proxy Service] Device 0 CPU core 60
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO CC Off, workFifoBytes 1048576
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO ncclCommSplit comm 0x5616c2ee4db0 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 201d0 parent 0x5616b5c85c30 splitCount 1 color 1266629538 key 3 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO ncclCommSplit comm 0x55e5e87890a0 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId a01d0 parent 0x55e5dac15dd0 splitCount 1 color 1266629538 key 7 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Init timings - ncclCommSplit: rank 3 nranks 8 total 1.17 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.10, graphs 0.00, connections 0.06, rest 1.00)
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO ncclCommSplit comm 0x55cae6fe89c0 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 901d0 parent 0x55cadade89e0 splitCount 1 color 1266629538 key 5 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO ncclCommSplit comm 0x557309603670 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 101d0 parent 0x55730064a610 splitCount 1 color 1266629538 key 1 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Init timings - ncclCommSplit: rank 7 nranks 8 total 0.55 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.09, graphs 0.00, connections 0.06, rest 0.39)
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Init timings - ncclCommSplit: rank 5 nranks 8 total 0.77 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.10, graphs 0.00, connections 0.05, rest 0.62)
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Init timings - ncclCommSplit: rank 1 nranks 8 total 0.76 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.10, graphs 0.00, connections 0.06, rest 0.60)
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO ncclCommSplit comm 0x55e875022b30 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId a01c0 parent 0x55e8675b14b0 splitCount 1 color 1266629538 key 6 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO ncclCommSplit comm 0x55eca298cda0 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 201c0 parent 0x55ec9c119990 splitCount 1 color 1266629538 key 2 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO ncclCommSplit comm 0x55cfdde9b730 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 901c0 parent 0x55cfd20e4910 splitCount 1 color 1266629538 key 4 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Init timings - ncclCommSplit: rank 6 nranks 8 total 0.84 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.10, graphs 0.00, connections 0.05, rest 0.68)
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO ncclCommSplit comm 0x5635f6273520 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 101c0 parent 0x5635e92c0280 splitCount 1 color 1266629538 key 0 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Init timings - ncclCommSplit: rank 2 nranks 8 total 0.33 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.00, topo 0.10, graphs 0.00, connections 0.06, rest 0.17)
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Init timings - ncclCommSplit: rank 4 nranks 8 total 0.36 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.00, topo 0.10, graphs 0.00, connections 0.06, rest 0.19)
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Init timings - ncclCommSplit: rank 0 nranks 8 total 0.19 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.00, topo 0.10, graphs 0.00, connections 0.06, rest 0.02)
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 00/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 00/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 00/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 00/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 02/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 01/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 02/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 00/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 00/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 02/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 03/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 04/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 02/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 00/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 01/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 01/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 03/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 02/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 03/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 04/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 01/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 02/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 03/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 05/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 02/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 04/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 04/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 03/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 04/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 05/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 03/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 00/0 : 0[0] -> 1[1] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 06/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 07/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 06/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 04/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 01/0 : 0[0] -> 1[1] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 06/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 06/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 04/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 02/0 : 0[0] -> 1[1] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 05/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 05/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213688:213688 [7] NCCL INFO Channel 08/0 : 7[7] -> 0[0] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213681:213681 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213685:213685 [4] NCCL INFO Channel 05/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213684:213684 [3] NCCL INFO Channel 07/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 06/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 06/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213682:213682 [1] NCCL INFO Channel 08/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213686:213686 [5] NCCL INFO Channel 07/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213683:213683 [2] NCCL INFO Channel 07/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:213687:213687 [6] NCCL INFO Channel 07/0 : 6[6] -> 7[7] via P2P/CUMEM/read
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Before initializing optimizer states
MA 4.73 GB         Max_MA 4.73 GB         CA 4.77 GB         Max_CA 5 GB 
CPU Virtual Memory:  used = 66.75 GB, percent = 6.0%
After initializing optimizer states
MA 4.73 GB         Max_MA 5.68 GB         CA 5.71 GB         Max_CA 6 GB 
CPU Virtual Memory:  used = 66.76 GB, percent = 6.0%
After initializing ZeRO optimizer
MA 4.73 GB         Max_MA 4.73 GB         CA 5.71 GB         Max_CA 6 GB 
CPU Virtual Memory:  used = 66.76 GB, percent = 6.0%
[INFO|trainer.py:1587] 2026-04-29 15:39:23,284 >> ***** Running training *****
[INFO|trainer.py:1588] 2026-04-29 15:39:23,284 >>   Num examples = 30,000
[INFO|trainer.py:1589] 2026-04-29 15:39:23,284 >>   Num Epochs = 2
[INFO|trainer.py:1590] 2026-04-29 15:39:23,284 >>   Instantaneous batch size per device = 2
[INFO|trainer.py:1593] 2026-04-29 15:39:23,284 >>   Total train batch size (w. parallel, distributed & accumulation) = 128
[INFO|trainer.py:1594] 2026-04-29 15:39:23,284 >>   Gradient Accumulation steps = 8
[INFO|trainer.py:1595] 2026-04-29 15:39:23,284 >>   Total optimization steps = 470
[INFO|trainer.py:1596] 2026-04-29 15:39:23,285 >>   Number of trainable parameters = 2,031,739,904
wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
wandb: Currently logged in as: kkhya (maskmoe) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: setting up run igs7r887
wandb: Tracking run with wandb version 0.26.1
wandb: Run data is saved locally in /nfs/ywang29/lm-factory/wandb/run-20260429_153923-igs7r887
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run qwen3_1.7b_coding_fft
wandb: ⭐️ View project at https://wandb.ai/maskmoe/MFT-LM
wandb: 🚀 View run at https://wandb.ai/maskmoe/MFT-LM/runs/igs7r887

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