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qwen3-1.7b-fft-coding/qwen3_1.7b_coding_fft_20260429_170521.log
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Model: KKHYA/qwen3-1.7b-fft-coding
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2026-06-16 06:52:16 +08:00

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==== STARTING EXPERIMENT: qwen3_1.7b_coding_fft ====
Log File: saves/qwen3_1.7b/coding/fft/qwen3_1.7b_coding_fft_20260429_170521.log
HF Hub: https://huggingface.co/KKHYA/qwen3-1.7b-fft-coding
Timestamp: 2026-04-29 17:05:21
=====================================
[INFO|2026-04-29 17:05:36] llamafactory.launcher:144 >> Initializing 8 distributed tasks at: 127.0.0.1:42957
W0429 17:05:37.808000 243330 site-packages/torch/distributed/run.py:852]
W0429 17:05:37.808000 243330 site-packages/torch/distributed/run.py:852] *****************************************
W0429 17:05:37.808000 243330 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 17:05:37.808000 243330 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.
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[W429 17:05:52.624434293 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 17:05:52.640682928 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 17:05:52.660057146 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 17:05:52.673190851 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 17:05:52.676049525 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 17:05:52.699482425 ProcessGroupNCCL.cpp:929] Warning: TORCH_NCCL_AVOID_RECORD_STREAMS is the default now, this environment variable is thus deprecated. (function operator())
[W429 17:05:52.738945900 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-0:243416:243416 [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-0:243416:243416 [5] NCCL INFO NVLS multicast support is not available on dev 5 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243414:243414 [3] NCCL INFO NVLS multicast support is not available on dev 3 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243415:243415 [4] NCCL INFO NVLS multicast support is not available on dev 4 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO comm 0x55b4f5018ae0 rank 6 nRanks 8 nNodes 1 localRanks 8 localRank 6 MNNVL 0
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO comm 0x558ed75c7da0 rank 1 nRanks 8 nNodes 1 localRanks 8 localRank 1 MNNVL 0
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO comm 0x558fd1beff10 rank 5 nRanks 8 nNodes 1 localRanks 8 localRank 5 MNNVL 0
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO comm 0x55ab97689c00 rank 7 nRanks 8 nNodes 1 localRanks 8 localRank 7 MNNVL 0
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO comm 0x561d46f046a0 rank 4 nRanks 8 nNodes 1 localRanks 8 localRank 4 MNNVL 0
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO comm 0x55ae88a9dd90 rank 3 nRanks 8 nNodes 1 localRanks 8 localRank 3 MNNVL 0
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO comm 0x55b7d7b1b9d0 rank 2 nRanks 8 nNodes 1 localRanks 8 localRank 2 MNNVL 0
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO comm 0x56416eeca870 rank 0 nRanks 8 nNodes 1 localRanks 8 localRank 0 MNNVL 0
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 00/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 01/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243417:243417 [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-0:243411:243411 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243415:243415 [4] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243411:243411 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO P2P Chunksize set to 524288
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ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243413:243413 [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-0:243411:243411 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [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-0:243411:243411 [0] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243416:243804 [0] NCCL INFO [Proxy Service] Device 5 CPU core 77
ywang29-p4d-debug-1-worker-0:243416:243805 [0] NCCL INFO [Proxy Service UDS] Device 5 CPU core 87
ywang29-p4d-debug-1-worker-0:243414:243806 [0] NCCL INFO [Proxy Service] Device 3 CPU core 56
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243414:243807 [0] NCCL INFO [Proxy Service UDS] Device 3 CPU core 9
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243412:243808 [0] NCCL INFO [Proxy Service] Device 1 CPU core 3
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ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
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ywang29-p4d-debug-1-worker-0:243418:243812 [0] NCCL INFO [Proxy Service] Device 7 CPU core 93
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243418:243813 [0] NCCL INFO [Proxy Service UDS] Device 7 CPU core 46
ywang29-p4d-debug-1-worker-0:243411:243814 [0] NCCL INFO [Proxy Service] Device 0 CPU core 23
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ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243417:243817 [0] NCCL INFO [Proxy Service UDS] Device 6 CPU core 42
ywang29-p4d-debug-1-worker-0:243417:243816 [0] NCCL INFO [Proxy Service] Device 6 CPU core 89
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243413:243818 [0] NCCL INFO [Proxy Service] Device 2 CPU core 6
ywang29-p4d-debug-1-worker-0:243413:243819 [0] NCCL INFO [Proxy Service UDS] Device 2 CPU core 59
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243417:243417 [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-0:243417:243417 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243417:243417 [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-0:243416:243416 [5] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243416:243416 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243412:243412 [1] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243412:243412 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243414:243414 [3] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243414:243414 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243415:243415 [4] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243415:243415 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243411:243411 [0] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO TUNER/Plugin: Using nccl_ofi_tuner (v3)
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO NET/OFI NCCL_OFI_TUNER is not available for platform : p4de.24xlarge, Fall back to NCCL's tuner
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[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 7, world size: 8, device: cuda:7, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 6, world size: 8, device: cuda:6, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 4, world size: 8, device: cuda:4, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 5, world size: 8, device: cuda:5, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 3, world size: 8, device: cuda:3, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 1, world size: 8, device: cuda:1, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] llamafactory.hparams.parser:505 >> Process rank: 2, world size: 8, device: cuda:2, distributed training: True, compute dtype: torch.bfloat16
[INFO|2026-04-29 17:05:53] 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 17:05:53,802 >> 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 17:05:53,805 >> Model config Qwen3Config {
"architectures": [
"Qwen3ForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 151643,
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"rope_type": "default"
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"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151936
}
[INFO|configuration_utils.py:670] 2026-04-29 17:05:56,244 >> 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 17:05:56,245 >> 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,
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"pad_token_id": null,
"rms_norm_eps": 1e-06,
"rope_parameters": {
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"rope_type": "default"
},
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"transformers_version": "5.2.0",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151936
}
[INFO|configuration_utils.py:670] 2026-04-29 17:05:56,358 >> 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 17:05:56,359 >> 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"
],
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"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 17:05:57] llamafactory.data.loader:144 >> Loading dataset allenai/tulu-3-sft-personas-code...
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[INFO|2026-04-29 17:05:58] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset allenai/tulu-3-sft-personas-code.
[INFO|2026-04-29 17:05:59] llamafactory.data.loader:144 >> Loading dataset KKHYA/evol_codealpaca_converted...
Repo card metadata block was not found. Setting CardData to empty.
[INFO|2026-04-29 17:06:00] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset KKHYA/evol_codealpaca_converted.
[INFO|2026-04-29 17:06:00] llamafactory.data.loader:144 >> Loading dataset KKHYA/codefeedback_filtered_instructions_converted...
Repo card metadata block was not found. Setting CardData to empty.
[INFO|2026-04-29 17:06:01] llamafactory.data.loader:144 >> Sampled 10000 examples from dataset KKHYA/codefeedback_filtered_instructions_converted.
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ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
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|>
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[INFO|configuration_utils.py:670] 2026-04-29 17:06:05,518 >> 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 17:06:05,518 >> 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 17:06:05] llamafactory.model.model_utils.kv_cache:144 >> KV cache is disabled during training.
[INFO|modeling_utils.py:710] 2026-04-29 17:06:06,257 >> loading weights file model.safetensors from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/model.safetensors.index.json
[INFO|modeling_utils.py:779] 2026-04-29 17:06:06,257 >> Will use dtype=torch.bfloat16 as defined in model's config object
[INFO|configuration_utils.py:1014] 2026-04-29 17:06:06,258 >> 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: 14%|█▎ | 42/311 [00:00<00:36, 7.33it/s, Materializing param=model.layers.3.self_attn.k_proj.weight][INFO|configuration_utils.py:967] 2026-04-29 17:06:07,901 >> loading configuration file generation_config.json from cache at /root/.cache/huggingface/hub/models--Qwen--Qwen3-1.7B/snapshots/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/generation_config.json
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"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
}
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[INFO|2026-04-29 17:06:08] llamafactory.model.model_utils.attention:144 >> Using torch SDPA for faster training and inference.
[INFO|2026-04-29 17:06:08] llamafactory.model.adapter:144 >> Upcasting trainable params to float32.
[INFO|2026-04-29 17:06:08] llamafactory.model.adapter:144 >> Fine-tuning method: Full
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Loading weights: 73%|███████▎ | 226/311 [00:00<00:00, 329.16it/s, Materializing param=model.layers.20.mlp.up_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: 81%|████████▏ | 253/311 [00:00<00:00, 345.75it/s, Materializing param=model.layers.22.self_attn.q_norm.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: 88%|████████▊ | 275/311 [00:01<00:00, 348.48it/s, Materializing param=model.layers.24.self_attn.q_norm.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: 95%|█████████▌| 296/311 [00:01<00:00, 369.53it/s, Materializing param=model.layers.26.self_attn.o_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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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}.
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}.
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-0:243412:243412 [1] 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
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:243415:243415 [4] 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}.
ywang29-p4d-debug-1-worker-0:243414:243414 [3] 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}.
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Comm config Blocking set to 1
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Initialized NET plugin Socket
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Assigned NET plugin Socket to comm
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Using network Socket
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO ncclCommSplit comm 0x55aba4786d20 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId a01d0 parent 0x55ab97689c00 splitCount 1 color 1266629538 key 7- Init START
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO ncclCommSplit comm 0x55b7e396d9c0 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 201c0 parent 0x55b7d7b1b9d0 splitCount 1 color 1266629538 key 2- Init START
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO ncclCommSplit comm 0x558ee45ba3d0 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 101d0 parent 0x558ed75c7da0 splitCount 1 color 1266629538 key 1- Init START
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO ncclCommSplit comm 0x561d4c169060 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 901c0 parent 0x561d46f046a0 splitCount 1 color 1266629538 key 4- Init START
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO ncclCommSplit comm 0x55ae95eb9e30 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 201d0 parent 0x55ae88a9dd90 splitCount 1 color 1266629538 key 3- Init START
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO ncclCommSplit comm 0x55b500e80270 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId a01c0 parent 0x55b4f5018ae0 splitCount 1 color 1266629538 key 6- Init START
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO ncclCommSplit comm 0x558fdd7d54e0 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 901d0 parent 0x558fd1beff10 splitCount 1 color 1266629538 key 5- Init START
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO ncclCommSplit comm 0x56417bb8e370 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 101c0 parent 0x56416eeca870 splitCount 1 color 1266629538 key 0- Init START
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243415:243415 [4] NCCL INFO NVLS multicast support is not available on dev 4 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243418:243418 [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-0:243418:243418 [7] NCCL INFO NVLS multicast support is not available on dev 7 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243411:243411 [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-0:243411:243411 [0] NCCL INFO NVLS multicast support is not available on dev 0 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243416:243416 [5] NCCL INFO NVLS multicast support is not available on dev 5 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243413:243413 [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-0:243413:243413 [2] NCCL INFO NVLS multicast support is not available on dev 2 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243414:243414 [3] NCCL INFO NVLS multicast support is not available on dev 3 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243412:243412 [1] NCCL INFO NVLS multicast support is not available on dev 1 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO ncclTopoGetCpuAffinity: Affinity for GPU 6 is 24-47,72-95. (GPU affinity = 24-47,72-95 ; CPU affinity = 0-95).
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO NVLS multicast support is not available on dev 6 (NVLS_NCHANNELS 0)
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO comm 0x558fdd7d54e0 rank 5 nRanks 8 nNodes 1 localRanks 8 localRank 5 MNNVL 0
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO comm 0x55ae95eb9e30 rank 3 nRanks 8 nNodes 1 localRanks 8 localRank 3 MNNVL 0
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO comm 0x55b500e80270 rank 6 nRanks 8 nNodes 1 localRanks 8 localRank 6 MNNVL 0
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO comm 0x561d4c169060 rank 4 nRanks 8 nNodes 1 localRanks 8 localRank 4 MNNVL 0
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO comm 0x558ee45ba3d0 rank 1 nRanks 8 nNodes 1 localRanks 8 localRank 1 MNNVL 0
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO comm 0x55b7e396d9c0 rank 2 nRanks 8 nNodes 1 localRanks 8 localRank 2 MNNVL 0
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO comm 0x55aba4786d20 rank 7 nRanks 8 nNodes 1 localRanks 8 localRank 7 MNNVL 0
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO comm 0x56417bb8e370 rank 0 nRanks 8 nNodes 1 localRanks 8 localRank 0 MNNVL 0
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 00/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243417:243417 [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-0:243417:243417 [6] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243414:243414 [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-0:243411:243411 [0] NCCL INFO Channel 01/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243411:243411 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243413:243413 [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-0:243418:243418 [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-0:243415:243415 [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-0:243412:243412 [1] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
ywang29-p4d-debug-1-worker-0:243411:243411 [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-0:243411:243411 [0] NCCL INFO P2P Chunksize set to 524288
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243412:244109 [0] NCCL INFO [Proxy Service] Device 1 CPU core 0
ywang29-p4d-debug-1-worker-0:243412:244110 [0] NCCL INFO [Proxy Service UDS] Device 1 CPU core 49
ywang29-p4d-debug-1-worker-0:243416:244111 [0] NCCL INFO [Proxy Service] Device 5 CPU core 30
ywang29-p4d-debug-1-worker-0:243416:244112 [0] NCCL INFO [Proxy Service UDS] Device 5 CPU core 31
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243418:244113 [0] NCCL INFO [Proxy Service] Device 7 CPU core 80
ywang29-p4d-debug-1-worker-0:243418:244114 [0] NCCL INFO [Proxy Service UDS] Device 7 CPU core 33
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243413:244115 [0] NCCL INFO [Proxy Service] Device 2 CPU core 52
ywang29-p4d-debug-1-worker-0:243413:244116 [0] NCCL INFO [Proxy Service UDS] Device 2 CPU core 8
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243417:244117 [0] NCCL INFO [Proxy Service] Device 6 CPU core 87
ywang29-p4d-debug-1-worker-0:243417:244118 [0] NCCL INFO [Proxy Service UDS] Device 6 CPU core 43
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243414:244119 [0] NCCL INFO [Proxy Service] Device 3 CPU core 65
ywang29-p4d-debug-1-worker-0:243414:244120 [0] NCCL INFO [Proxy Service UDS] Device 3 CPU core 66
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243415:244122 [0] NCCL INFO [Proxy Service UDS] Device 4 CPU core 82
ywang29-p4d-debug-1-worker-0:243415:244121 [0] NCCL INFO [Proxy Service] Device 4 CPU core 37
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Check P2P Type isAllDirectP2p 1 directMode 0 isAllCudaP2p 1
ywang29-p4d-debug-1-worker-0:243411:244123 [0] NCCL INFO [Proxy Service] Device 0 CPU core 11
ywang29-p4d-debug-1-worker-0:243411:244124 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 61
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243412:243412 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243412:243412 [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-0:243415:243415 [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-0:243415:243415 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243415:243415 [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-0:243417:243417 [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-0:243417:243417 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243417:243417 [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-0:243414:243414 [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-0:243414:243414 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243414:243414 [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-0:243413:243413 [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-0:243413:243413 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243413:243413 [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-0:243416:243416 [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-0:243416:243416 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243416:243416 [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-0:243418:243418 [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-0:243418:243418 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243418:243418 [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-0:243411:243411 [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-0:243411:243411 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
ywang29-p4d-debug-1-worker-0:243411:243411 [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-0:243411:243411 [0] NCCL INFO CC Off, workFifoBytes 1048576
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO ncclCommSplit comm 0x55aba4786d20 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId a01d0 parent 0x55ab97689c00 splitCount 1 color 1266629538 key 7 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO ncclCommSplit comm 0x55ae95eb9e30 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 201d0 parent 0x55ae88a9dd90 splitCount 1 color 1266629538 key 3 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO ncclCommSplit comm 0x558ee45ba3d0 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 101d0 parent 0x558ed75c7da0 splitCount 1 color 1266629538 key 1 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO ncclCommSplit comm 0x558fdd7d54e0 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 901d0 parent 0x558fd1beff10 splitCount 1 color 1266629538 key 5 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Init timings - ncclCommSplit: rank 7 nranks 8 total 0.17 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 0.07)
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Init timings - ncclCommSplit: rank 1 nranks 8 total 0.89 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.00, topo 0.03, graphs 0.00, connections 0.06, rest 0.79)
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Init timings - ncclCommSplit: rank 3 nranks 8 total 0.58 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 0.48)
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Init timings - ncclCommSplit: rank 5 nranks 8 total 0.78 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 0.68)
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO ncclCommSplit comm 0x56417bb8e370 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 101c0 parent 0x56416eeca870 splitCount 1 color 1266629538 key 0 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO ncclCommSplit comm 0x561d4c169060 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 901c0 parent 0x561d46f046a0 splitCount 1 color 1266629538 key 4 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Init timings - ncclCommSplit: rank 0 nranks 8 total 1.50 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 1.41)
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO ncclCommSplit comm 0x55b7e396d9c0 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 201c0 parent 0x55b7d7b1b9d0 splitCount 1 color 1266629538 key 2 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO ncclCommSplit comm 0x55b500e80270 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId a01c0 parent 0x55b4f5018ae0 splitCount 1 color 1266629538 key 6 - Init COMPLETE
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Init timings - ncclCommSplit: rank 4 nranks 8 total 0.65 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 0.55)
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Init timings - ncclCommSplit: rank 2 nranks 8 total 0.66 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.01, topo 0.03, graphs 0.00, connections 0.06, rest 0.56)
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Init timings - ncclCommSplit: rank 6 nranks 8 total 0.12 (kernels 0.00, alloc 0.00, bootstrap 0.00, allgathers 0.00, topo 0.04, graphs 0.00, connections 0.06, rest 0.02)
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Channel 00/0 : 3[3] -> 4[4] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM/read
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ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Channel 12/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Channel 11/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO Channel 12/0 : 5[5] -> 6[6] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243412:243412 [1] NCCL INFO Channel 11/0 : 1[1] -> 2[2] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO Channel 15/0 : 6[6] -> 7[7] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO Channel 16/0 : 2[2] -> 3[3] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO Channel 13/0 : 4[4] -> 5[5] via P2P/CUMEM/read
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO Channel 18/0 : 3[3] -> 4[4] via P2P/CUMEM/read
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ywang29-p4d-debug-1-worker-0:243411:243411 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM/read
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ywang29-p4d-debug-1-worker-0:243418:243418 [7] NCCL INFO Channel 11/0 : 7[7] -> 0[0] 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 = 57.11 GB, percent = 5.1%
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 = 57.11 GB, percent = 5.1%
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 = 57.11 GB, percent = 5.1%
[INFO|trainer.py:1587] 2026-04-29 17:06:18,875 >> ***** Running training *****
[INFO|trainer.py:1588] 2026-04-29 17:06:18,875 >> Num examples = 30,000
[INFO|trainer.py:1589] 2026-04-29 17:06:18,875 >> Num Epochs = 4
[INFO|trainer.py:1590] 2026-04-29 17:06:18,875 >> Instantaneous batch size per device = 2
[INFO|trainer.py:1593] 2026-04-29 17:06:18,875 >> Total train batch size (w. parallel, distributed & accumulation) = 128
[INFO|trainer.py:1594] 2026-04-29 17:06:18,875 >> Gradient Accumulation steps = 8
[INFO|trainer.py:1595] 2026-04-29 17:06:18,875 >> Total optimization steps = 940
[INFO|trainer.py:1596] 2026-04-29 17:06:18,876 >> 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 152xmw6f
wandb: Tracking run with wandb version 0.26.1
wandb: Run data is saved locally in /nfs/ywang29/lm-factory/wandb/run-20260429_170619-152xmw6f
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/152xmw6f
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{'loss': '0.8388', 'grad_norm': '1.428', 'learning_rate': '4.149e-06', 'epoch': '0.1707'}
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{'loss': '0.8148', 'grad_norm': '1.04', 'learning_rate': '5.213e-06', 'epoch': '0.2133'}
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{'loss': '0.6714', 'grad_norm': '0.931', 'learning_rate': '7.452e-06', 'epoch': '1.619'}
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{'loss': '0.678', 'grad_norm': '0.9653', 'learning_rate': '7.288e-06', 'epoch': '1.661'}
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{'loss': '0.6494', 'grad_norm': '0.8535', 'learning_rate': '7.122e-06', 'epoch': '1.704'}
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{'loss': '0.6468', 'grad_norm': '0.9693', 'learning_rate': '6.952e-06', 'epoch': '1.747'}
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{'loss': '0.683', 'grad_norm': '0.8627', 'learning_rate': '6.605e-06', 'epoch': '1.832'}
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{'loss': '0.6937', 'grad_norm': '0.9277', 'learning_rate': '6.428e-06', 'epoch': '1.875'}
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{'loss': '0.6877', 'grad_norm': '0.9123', 'learning_rate': '6.249e-06', 'epoch': '1.917'}
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{'loss': '0.653', 'grad_norm': '0.8715', 'learning_rate': '6.069e-06', 'epoch': '1.96'}
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{'loss': '0.686', 'grad_norm': '1.416', 'learning_rate': '5.887e-06', 'epoch': '2'}
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{'loss': '0.6075', 'grad_norm': '0.894', 'learning_rate': '5.703e-06', 'epoch': '2.043'}
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{'loss': '0.5943', 'grad_norm': '0.9413', 'learning_rate': '5.519e-06', 'epoch': '2.085'}
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{'loss': '0.5897', 'grad_norm': '0.9324', 'learning_rate': '5.334e-06', 'epoch': '2.128'}
53%|█████▎ | 500/940 [27:53<24:12, 3.30s/it][INFO|trainer.py:3797] 2026-04-29 17:34:16,780 >> Saving model checkpoint to saves/qwen3_1.7b/coding/fft/checkpoint-500
[INFO|configuration_utils.py:432] 2026-04-29 17:34:16,788 >> Configuration saved in saves/qwen3_1.7b/coding/fft/checkpoint-500/config.json
[INFO|configuration_utils.py:803] 2026-04-29 17:34:16,791 >> Configuration saved in saves/qwen3_1.7b/coding/fft/checkpoint-500/generation_config.json
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[INFO|modeling_utils.py:3380] 2026-04-29 17:34:23,020 >> Model weights saved in saves/qwen3_1.7b/coding/fft/checkpoint-500/model.safetensors
[INFO|tokenization_utils_base.py:3224] 2026-04-29 17:34:23,025 >> chat template saved in saves/qwen3_1.7b/coding/fft/checkpoint-500/chat_template.jinja
[INFO|tokenization_utils_base.py:2078] 2026-04-29 17:34:23,028 >> tokenizer config file saved in saves/qwen3_1.7b/coding/fft/checkpoint-500/tokenizer_config.json
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{'loss': '0.6105', 'grad_norm': '0.9641', 'learning_rate': '4.963e-06', 'epoch': '2.213'}
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{'loss': '0.5798', 'grad_norm': '0.9159', 'learning_rate': '4.777e-06', 'epoch': '2.256'}
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{'loss': '0.6197', 'grad_norm': '0.9406', 'learning_rate': '4.592e-06', 'epoch': '2.299'}
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{'loss': '0.5832', 'grad_norm': '1.024', 'learning_rate': '4.407e-06', 'epoch': '2.341'}
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{'loss': '0.5983', 'grad_norm': '0.9565', 'learning_rate': '4.223e-06', 'epoch': '2.384'}
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{'loss': '0.6007', 'grad_norm': '1.024', 'learning_rate': '3.151e-06', 'epoch': '2.64'}
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{'loss': '0.6104', 'grad_norm': '1.038', 'learning_rate': '2.811e-06', 'epoch': '2.725'}
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{'loss': '0.5813', 'grad_norm': '1.017', 'learning_rate': '2.484e-06', 'epoch': '2.811'}
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{'loss': '0.61', 'grad_norm': '1.189', 'learning_rate': '2.325e-06', 'epoch': '2.853'}
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{'loss': '0.6121', 'grad_norm': '0.9742', 'learning_rate': '2.17e-06', 'epoch': '2.896'}
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{'loss': '0.5795', 'grad_norm': '1.006', 'learning_rate': '1.73e-06', 'epoch': '3.021'}
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{'loss': '0.5703', 'grad_norm': '0.975', 'learning_rate': '1.591e-06', 'epoch': '3.064'}
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{'loss': '0.584', 'grad_norm': '0.9798', 'learning_rate': '1.458e-06', 'epoch': '3.107'}
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{'loss': '0.5495', 'grad_norm': '0.9909', 'learning_rate': '1.088e-06', 'epoch': '3.235'}
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{'loss': '0.5537', 'grad_norm': '0.9958', 'learning_rate': '9.746e-07', 'epoch': '3.277'}
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{'loss': '0.5587', 'grad_norm': '1.047', 'learning_rate': '8.673e-07', 'epoch': '3.32'}
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{'loss': '0.5653', 'grad_norm': '0.9495', 'learning_rate': '7.657e-07', 'epoch': '3.363'}
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{'loss': '0.5531', 'grad_norm': '1.351', 'learning_rate': '6.699e-07', 'epoch': '3.405'}
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{'loss': '0.5778', 'grad_norm': '1.008', 'learning_rate': '5.8e-07', 'epoch': '3.448'}
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{'loss': '0.5518', 'grad_norm': '0.9772', 'learning_rate': '4.963e-07', 'epoch': '3.491'}
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{'loss': '0.5774', 'grad_norm': '1.047', 'learning_rate': '4.188e-07', 'epoch': '3.533'}
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{'loss': '0.5664', 'grad_norm': '0.9108', 'learning_rate': '3.476e-07', 'epoch': '3.576'}
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{'loss': '0.5665', 'grad_norm': '0.987', 'learning_rate': '2.828e-07', 'epoch': '3.619'}
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{'loss': '0.5847', 'grad_norm': '1.056', 'learning_rate': '2.245e-07', 'epoch': '3.661'}
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{'loss': '0.5574', 'grad_norm': '1.035', 'learning_rate': '1.728e-07', 'epoch': '3.704'}
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{'loss': '0.5604', 'grad_norm': '1.031', 'learning_rate': '1.277e-07', 'epoch': '3.747'}
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{'loss': '0.5812', 'grad_norm': '0.9566', 'learning_rate': '8.94e-08', 'epoch': '3.789'}
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{'loss': '0.5552', 'grad_norm': '0.9202', 'learning_rate': '5.784e-08', 'epoch': '3.832'}
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{'loss': '0.5619', 'grad_norm': '0.9611', 'learning_rate': '3.309e-08', 'epoch': '3.875'}
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{'loss': '0.5391', 'grad_norm': '0.9684', 'learning_rate': '1.52e-08', 'epoch': '3.917'}
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{'loss': '0.5671', 'grad_norm': '0.9603', 'learning_rate': '4.171e-09', 'epoch': '3.96'}
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{'loss': '0.521', 'grad_norm': '1.651', 'learning_rate': '3.447e-11', 'epoch': '4'}
100%|██████████| 940/940 [52:24<00:00, 2.76s/it][INFO|trainer.py:3797] 2026-04-29 17:58:48,007 >> Saving model checkpoint to saves/qwen3_1.7b/coding/fft/checkpoint-940
[INFO|configuration_utils.py:432] 2026-04-29 17:58:48,014 >> Configuration saved in saves/qwen3_1.7b/coding/fft/checkpoint-940/config.json
[INFO|configuration_utils.py:803] 2026-04-29 17:58:48,018 >> Configuration saved in saves/qwen3_1.7b/coding/fft/checkpoint-940/generation_config.json
Writing model shards: 0%| | 0/1 [00:00<?, ?it/s]
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[INFO|modeling_utils.py:3380] 2026-04-29 17:58:54,107 >> Model weights saved in saves/qwen3_1.7b/coding/fft/checkpoint-940/model.safetensors
[INFO|tokenization_utils_base.py:3224] 2026-04-29 17:58:54,112 >> chat template saved in saves/qwen3_1.7b/coding/fft/checkpoint-940/chat_template.jinja
[INFO|tokenization_utils_base.py:2078] 2026-04-29 17:58:54,115 >> tokenizer config file saved in saves/qwen3_1.7b/coding/fft/checkpoint-940/tokenizer_config.json
[INFO|trainer.py:1863] 2026-04-29 17:58:54,274 >>
Training completed. Do not forget to share your model on huggingface.co/models =)
{'train_runtime': '3155', 'train_samples_per_second': '38.03', 'train_steps_per_second': '0.298', 'train_loss': '0.6604', 'epoch': '4'}
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[INFO|trainer.py:3797] 2026-04-29 17:58:55,513 >> Saving model checkpoint to saves/qwen3_1.7b/coding/fft
[INFO|configuration_utils.py:432] 2026-04-29 17:58:55,520 >> Configuration saved in saves/qwen3_1.7b/coding/fft/config.json
[INFO|configuration_utils.py:803] 2026-04-29 17:58:55,525 >> Configuration saved in saves/qwen3_1.7b/coding/fft/generation_config.json
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[INFO|modeling_utils.py:3380] 2026-04-29 17:59:01,697 >> Model weights saved in saves/qwen3_1.7b/coding/fft/model.safetensors
[INFO|tokenization_utils_base.py:3224] 2026-04-29 17:59:01,701 >> chat template saved in saves/qwen3_1.7b/coding/fft/chat_template.jinja
[INFO|tokenization_utils_base.py:2078] 2026-04-29 17:59:01,704 >> tokenizer config file saved in saves/qwen3_1.7b/coding/fft/tokenizer_config.json
ywang29-p4d-debug-1-worker-0:243413:243413 [2] NCCL INFO comm 0x55b7e396d9c0 rank 2 nranks 8 cudaDev 2 busId 201c0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO comm 0x55ae95eb9e30 rank 3 nranks 8 cudaDev 3 busId 201d0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO comm 0x558fdd7d54e0 rank 5 nranks 8 cudaDev 5 busId 901d0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO comm 0x561d4c169060 rank 4 nranks 8 cudaDev 4 busId 901c0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243417:243417 [6] NCCL INFO comm 0x55b500e80270 rank 6 nranks 8 cudaDev 6 busId a01c0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO comm 0x558fd1beff10 rank 5 nranks 8 cudaDev 5 busId 901d0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO comm 0x561d46f046a0 rank 4 nranks 8 cudaDev 4 busId 901c0 - Destroy COMPLETE
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO comm 0x55ae88a9dd90 rank 3 nranks 8 cudaDev 3 busId 201d0 - Destroy COMPLETE
[INFO|trainer.py:3797] 2026-04-29 17:59:04,829 >> Saving model checkpoint to saves/qwen3_1.7b/coding/fft
[INFO|configuration_utils.py:432] 2026-04-29 17:59:04,837 >> Configuration saved in saves/qwen3_1.7b/coding/fft/config.json
[INFO|configuration_utils.py:803] 2026-04-29 17:59:04,840 >> Configuration saved in saves/qwen3_1.7b/coding/fft/generation_config.json
Writing model shards: 0%| | 0/1 [00:00<?, ?it/s]ywang29-p4d-debug-1-worker-0:243416:243416 [5] NCCL INFO ENV/Plugin: Closing env plugin ncclEnvDefault
ywang29-p4d-debug-1-worker-0:243415:243415 [4] NCCL INFO ENV/Plugin: Closing env plugin ncclEnvDefault
ywang29-p4d-debug-1-worker-0:243414:243414 [3] NCCL INFO ENV/Plugin: Closing env plugin ncclEnvDefault
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Writing model shards: 100%|██████████| 1/1 [00:06<00:00, 6.97s/it]
[INFO|modeling_utils.py:3380] 2026-04-29 17:59:11,816 >> Model weights saved in saves/qwen3_1.7b/coding/fft/model.safetensors
[INFO|tokenization_utils_base.py:3224] 2026-04-29 17:59:11,820 >> chat template saved in saves/qwen3_1.7b/coding/fft/chat_template.jinja
[INFO|tokenization_utils_base.py:2078] 2026-04-29 17:59:11,823 >> tokenizer config file saved in saves/qwen3_1.7b/coding/fft/tokenizer_config.json
[INFO|modelcard.py:266] 2026-04-29 17:59:12,253 >> Dropping the following result as it does not have all the necessary fields:
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}}
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***** train metrics *****
epoch = 4.0
total_flos = 742719798GF
train_loss = 0.6604
train_runtime = 0:52:35.39
train_samples_per_second = 38.03
train_steps_per_second = 0.298
Figure saved at: saves/qwen3_1.7b/coding/fft/training_loss.png
[WARNING|2026-04-29 17:59:55] llamafactory.extras.ploting:149 >> No metric eval_loss to plot.
[WARNING|2026-04-29 17:59:55] llamafactory.extras.ploting:149 >> No metric eval_accuracy to plot.
[INFO|trainer.py:3797] 2026-04-29 17:59:57,214 >> Saving model checkpoint to saves/qwen3_1.7b/coding/fft
[INFO|configuration_utils.py:432] 2026-04-29 17:59:57,221 >> Configuration saved in saves/qwen3_1.7b/coding/fft/config.json
[INFO|configuration_utils.py:803] 2026-04-29 17:59:57,226 >> Configuration saved in saves/qwen3_1.7b/coding/fft/generation_config.json
Writing model shards: 0%| | 0/1 [00:00<?, ?it/s]
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Writing model shards: 100%|██████████| 1/1 [00:06<00:00, 6.84s/it]
[INFO|modeling_utils.py:3380] 2026-04-29 18:00:04,077 >> Model weights saved in saves/qwen3_1.7b/coding/fft/model.safetensors
[INFO|tokenization_utils_base.py:3224] 2026-04-29 18:00:04,084 >> chat template saved in saves/qwen3_1.7b/coding/fft/chat_template.jinja
[INFO|tokenization_utils_base.py:2078] 2026-04-29 18:00:04,090 >> tokenizer config file saved in saves/qwen3_1.7b/coding/fft/tokenizer_config.json
[INFO|modelcard.py:266] 2026-04-29 18:00:04,389 >> Dropping the following result as it does not have all the necessary fields:
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}}
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...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB 
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB 
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB 
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB 
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB 
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB 
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB 
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB 
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB 
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB 
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB 
Processing Files (3 / 3) : 100%|██████████| 4.07GB / 4.07GB, 570MB/s
New Data Upload : 100%|██████████| 10.1MB / 10.1MB, 1.44MB/s
...ing/fft/training_args.bin: 100%|██████████| 7.18kB / 7.18kB
...coding/fft/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB
...ing/fft/model.safetensors: 100%|██████████| 4.06GB / 4.06GB
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