caf324b09d
Build documentation / build (push) Failing after 0s
Deploy "method_comparison" Gradio to Spaces / deploy (push) Has been cancelled
Deploy "PEFT shop" Gradio app to Spaces / deploy (push) Has been cancelled
tests on transformers main / tests (push) Has been cancelled
tests / check_code_quality (push) Has been cancelled
tests / tests (ubuntu-latest, 3.10) (push) Has been cancelled
tests / tests (ubuntu-latest, 3.11) (push) Has been cancelled
tests / tests (ubuntu-latest, 3.12) (push) Has been cancelled
tests / tests (ubuntu-latest, 3.13) (push) Has been cancelled
tests / tests (windows-latest, 3.10) (push) Has been cancelled
tests / tests (windows-latest, 3.11) (push) Has been cancelled
tests / tests (windows-latest, 3.12) (push) Has been cancelled
tests / tests (windows-latest, 3.13) (push) Has been cancelled
Secret Leaks / trufflehog (push) Has been cancelled
CI security linting / zizmor latest via Cargo (push) Has been cancelled
353 lines
13 KiB
JSON
353 lines
13 KiB
JSON
{
|
|
"run_info": {
|
|
"created_at": "2026-01-10T00:21:54+00:00",
|
|
"total_time": 1252.7159106170293,
|
|
"experiment_name": "ia3/llama-3.2-3B-default",
|
|
"peft_branch": "main",
|
|
"train_config": {
|
|
"model_id": "meta-llama/Llama-3.2-3B",
|
|
"dtype": "bfloat16",
|
|
"max_seq_length": 768,
|
|
"batch_size": 4,
|
|
"batch_size_eval": 50,
|
|
"max_steps": 5000,
|
|
"eval_steps": 250,
|
|
"compile": false,
|
|
"query_template": "Question: {query} Think step by step.\nAnswer:",
|
|
"seed": 0,
|
|
"grad_norm_clip": 1.0,
|
|
"optimizer_type": "AdamW",
|
|
"optimizer_kwargs": {
|
|
"lr": 0.0001,
|
|
"weight_decay": 0.1
|
|
},
|
|
"lr_scheduler": "cosine",
|
|
"use_amp": false,
|
|
"autocast_adapter_dtype": true,
|
|
"generation_kwargs": {
|
|
"max_length": 800,
|
|
"max_new_tokens": 300
|
|
},
|
|
"attn_implementation": null
|
|
},
|
|
"peft_config": {
|
|
"task_type": null,
|
|
"peft_type": "IA3",
|
|
"auto_mapping": null,
|
|
"peft_version": "0.18.1.dev0@UNKNOWN",
|
|
"base_model_name_or_path": "meta-llama/Llama-3.2-3B",
|
|
"revision": null,
|
|
"inference_mode": false,
|
|
"target_modules": [
|
|
"k_proj",
|
|
"down_proj",
|
|
"v_proj"
|
|
],
|
|
"exclude_modules": null,
|
|
"feedforward_modules": [
|
|
"down_proj"
|
|
],
|
|
"fan_in_fan_out": false,
|
|
"modules_to_save": null,
|
|
"init_ia3_weights": true
|
|
},
|
|
"error_msg": ""
|
|
},
|
|
"train_info": {
|
|
"accelerator_memory_reserved_avg": 14786832524,
|
|
"accelerator_memory_max": 23240638464,
|
|
"accelerator_memory_reserved_99th": 20933771264,
|
|
"train_time": 1015.700665248034,
|
|
"file_size": 1157064,
|
|
"num_trainable_params": 286720,
|
|
"num_total_params": 3213036544,
|
|
"status": "success",
|
|
"metrics": [
|
|
{
|
|
"step": 250,
|
|
"valid accuracy": 0.0,
|
|
"train loss": 1.3155594708919525,
|
|
"train samples": 1000,
|
|
"train time": 29.70507554640062,
|
|
"eval time": 11.724285421019886,
|
|
"tokens / sec": 7127.367835482717,
|
|
"mem allocated avg": 6782600361.984,
|
|
"mem reserved avg": 14885492621.312,
|
|
"elapsed time": 63.95026855904143
|
|
},
|
|
{
|
|
"step": 500,
|
|
"valid accuracy": 0.0,
|
|
"train loss": 1.2050744531154634,
|
|
"train samples": 2000,
|
|
"train time": 29.590323601732962,
|
|
"eval time": 11.715296942042187,
|
|
"tokens / sec": 7029.155976780827,
|
|
"mem allocated avg": 6775425632.256,
|
|
"mem reserved avg": 14480272523.264,
|
|
"elapsed time": 108.9384753460181
|
|
},
|
|
{
|
|
"step": 750,
|
|
"valid accuracy": 0.12,
|
|
"train loss": 1.0194114191532135,
|
|
"train samples": 3000,
|
|
"train time": 30.585519072716124,
|
|
"eval time": 11.650421504979022,
|
|
"tokens / sec": 7009.885936225842,
|
|
"mem allocated avg": 6785668968.448,
|
|
"mem reserved avg": 14756492607.488,
|
|
"elapsed time": 154.82391193299554
|
|
},
|
|
{
|
|
"step": 1000,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.9196182670593261,
|
|
"train samples": 4000,
|
|
"train time": 29.49092253309209,
|
|
"eval time": 11.840653097024187,
|
|
"tokens / sec": 7064.411083316362,
|
|
"mem allocated avg": 6777244168.192,
|
|
"mem reserved avg": 14776985976.832,
|
|
"elapsed time": 199.8590077710105
|
|
},
|
|
{
|
|
"step": 1250,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.8686861591339111,
|
|
"train samples": 5000,
|
|
"train time": 29.44121315999655,
|
|
"eval time": 11.64985877397703,
|
|
"tokens / sec": 7083.1999641696975,
|
|
"mem allocated avg": 6777135923.2,
|
|
"mem reserved avg": 14839564992.512,
|
|
"elapsed time": 244.56394972099224
|
|
},
|
|
{
|
|
"step": 1500,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.8333434355258942,
|
|
"train samples": 6000,
|
|
"train time": 29.930749938997906,
|
|
"eval time": 11.69840682001086,
|
|
"tokens / sec": 6993.844137772663,
|
|
"mem allocated avg": 6779035060.224,
|
|
"mem reserved avg": 14722384527.36,
|
|
"elapsed time": 289.89695524802664
|
|
},
|
|
{
|
|
"step": 1750,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.8170836737155914,
|
|
"train samples": 7000,
|
|
"train time": 30.3804316627793,
|
|
"eval time": 11.654387208051048,
|
|
"tokens / sec": 6891.113408914859,
|
|
"mem allocated avg": 6779937654.784,
|
|
"mem reserved avg": 15161679151.104,
|
|
"elapsed time": 335.59190371102886
|
|
},
|
|
{
|
|
"step": 2000,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.8073079003095627,
|
|
"train samples": 8000,
|
|
"train time": 29.52141359890811,
|
|
"eval time": 11.679582766955718,
|
|
"tokens / sec": 7035.435457863099,
|
|
"mem allocated avg": 6776053977.088,
|
|
"mem reserved avg": 14763992023.04,
|
|
"elapsed time": 380.5167595850071
|
|
},
|
|
{
|
|
"step": 2250,
|
|
"valid accuracy": 0.28,
|
|
"train loss": 0.795267580151558,
|
|
"train samples": 9000,
|
|
"train time": 30.315992950985674,
|
|
"eval time": 11.681108721997589,
|
|
"tokens / sec": 7090.25102187891,
|
|
"mem allocated avg": 6787896084.48,
|
|
"mem reserved avg": 15088715038.72,
|
|
"elapsed time": 426.1353191550006
|
|
},
|
|
{
|
|
"step": 2500,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.7891060090065003,
|
|
"train samples": 10000,
|
|
"train time": 29.285075834020972,
|
|
"eval time": 11.683325350983068,
|
|
"tokens / sec": 7033.17284091594,
|
|
"mem allocated avg": 6772744847.36,
|
|
"mem reserved avg": 14541761019.904,
|
|
"elapsed time": 470.7990039800061
|
|
},
|
|
{
|
|
"step": 2750,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.7823175694942475,
|
|
"train samples": 11000,
|
|
"train time": 30.584478964097798,
|
|
"eval time": 11.64602530299453,
|
|
"tokens / sec": 6927.729592801655,
|
|
"mem allocated avg": 6783104911.36,
|
|
"mem reserved avg": 14943508234.24,
|
|
"elapsed time": 516.6453109350405
|
|
},
|
|
{
|
|
"step": 3000,
|
|
"valid accuracy": 0.26,
|
|
"train loss": 0.7710221862792969,
|
|
"train samples": 12000,
|
|
"train time": 29.543955663975794,
|
|
"eval time": 11.677449156995863,
|
|
"tokens / sec": 7065.099960683823,
|
|
"mem allocated avg": 6778547337.216,
|
|
"mem reserved avg": 14865569677.312,
|
|
"elapsed time": 561.5630381150404
|
|
},
|
|
{
|
|
"step": 3250,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.7756292035579682,
|
|
"train samples": 13000,
|
|
"train time": 29.600664581230376,
|
|
"eval time": 11.676535067963414,
|
|
"tokens / sec": 7124.873815628153,
|
|
"mem allocated avg": 6780569153.536,
|
|
"mem reserved avg": 14715774304.256,
|
|
"elapsed time": 606.3470957170357
|
|
},
|
|
{
|
|
"step": 3500,
|
|
"valid accuracy": 0.32,
|
|
"train loss": 0.7658540964126587,
|
|
"train samples": 14000,
|
|
"train time": 29.628978170803748,
|
|
"eval time": 11.7645476309699,
|
|
"tokens / sec": 7079.218148896091,
|
|
"mem allocated avg": 6778699649.024,
|
|
"mem reserved avg": 14727702904.832,
|
|
"elapsed time": 651.4321867520339
|
|
},
|
|
{
|
|
"step": 3750,
|
|
"valid accuracy": 0.36,
|
|
"train loss": 0.7585025093555451,
|
|
"train samples": 15000,
|
|
"train time": 30.480809888918884,
|
|
"eval time": 11.652502680022735,
|
|
"tokens / sec": 7109.489570314241,
|
|
"mem allocated avg": 6790036742.144,
|
|
"mem reserved avg": 15097195921.408,
|
|
"elapsed time": 697.2096698190435
|
|
},
|
|
{
|
|
"step": 4000,
|
|
"valid accuracy": 0.34,
|
|
"train loss": 0.7766863429546356,
|
|
"train samples": 16000,
|
|
"train time": 29.984013571229298,
|
|
"eval time": 11.786360332975164,
|
|
"tokens / sec": 6816.065484845664,
|
|
"mem allocated avg": 6770827464.704,
|
|
"mem reserved avg": 14748657647.616,
|
|
"elapsed time": 742.6605575150461
|
|
},
|
|
{
|
|
"step": 4250,
|
|
"valid accuracy": 0.32,
|
|
"train loss": 0.7541669148206711,
|
|
"train samples": 17000,
|
|
"train time": 30.13022418995388,
|
|
"eval time": 11.657879816018976,
|
|
"tokens / sec": 7015.845573113327,
|
|
"mem allocated avg": 6782400247.808,
|
|
"mem reserved avg": 14721461780.48,
|
|
"elapsed time": 787.9822572360281
|
|
},
|
|
{
|
|
"step": 4500,
|
|
"valid accuracy": 0.3,
|
|
"train loss": 0.7659742934703827,
|
|
"train samples": 18000,
|
|
"train time": 30.020536605035886,
|
|
"eval time": 11.697008132992778,
|
|
"tokens / sec": 6922.527826006246,
|
|
"mem allocated avg": 6776485750.784,
|
|
"mem reserved avg": 14703325609.984,
|
|
"elapsed time": 833.4761402930017
|
|
},
|
|
{
|
|
"step": 4750,
|
|
"valid accuracy": 0.32,
|
|
"train loss": 0.7579846435785293,
|
|
"train samples": 19000,
|
|
"train time": 30.37128037889488,
|
|
"eval time": 11.668571799993515,
|
|
"tokens / sec": 6912.4184881546,
|
|
"mem allocated avg": 6779605635.072,
|
|
"mem reserved avg": 14800801234.944,
|
|
"elapsed time": 879.1311652210425
|
|
},
|
|
{
|
|
"step": 5000,
|
|
"valid accuracy": 0.34,
|
|
"train loss": 0.7657218432426453,
|
|
"train samples": 20000,
|
|
"train time": 29.584271008439828,
|
|
"eval time": 11.69853776000673,
|
|
"tokens / sec": 7040.227556750738,
|
|
"mem allocated avg": 6776251918.336,
|
|
"mem reserved avg": 14395312701.44,
|
|
"elapsed time": 924.0385756980395
|
|
},
|
|
{
|
|
"step": 5000,
|
|
"test accuracy": 0.35178165276724793,
|
|
"train loss": 0.7657218432426453,
|
|
"train samples": 20000,
|
|
"train total tokens": 4198051,
|
|
"forgetting": 0.1822957992553711
|
|
}
|
|
]
|
|
},
|
|
"meta_info": {
|
|
"model_info": {
|
|
"sha": "13afe5124825b4f3751f836b40dafda64c1ed062",
|
|
"created_at": "2024-09-18T15:23:48+00:00"
|
|
},
|
|
"dataset_info": {
|
|
"metamath": {
|
|
"sha": "aa4f34d3d2d3231299b5b03d9b3e5a20da45aa18",
|
|
"created_at": "2023-09-21T17:22:46+00:00"
|
|
},
|
|
"gsm8k": {
|
|
"sha": "cc7b047b6e5bb11b4f1af84efc572db110a51b3c",
|
|
"created_at": "2022-04-12T10:22:10+00:00"
|
|
}
|
|
},
|
|
"package_info": {
|
|
"transformers-version": "4.57.1",
|
|
"transformers-commit-hash": null,
|
|
"peft-version": "0.18.1.dev0",
|
|
"peft-commit-hash": "8be1a16f5e06ca5e197d2af74bdfc5b3c8072d26",
|
|
"datasets-version": "4.2.0",
|
|
"datasets-commit-hash": null,
|
|
"bitsandbytes-version": "0.46.0",
|
|
"bitsandbytes-commit-hash": null,
|
|
"torch-version": "2.9.0+cu128",
|
|
"torch-commit-hash": null
|
|
},
|
|
"system_info": {
|
|
"system": "Linux",
|
|
"release": "6.14.0-1016-aws",
|
|
"version": "#16~24.04.1-Ubuntu SMP Tue Oct 14 02:15:09 UTC 2025",
|
|
"machine": "x86_64",
|
|
"processor": "x86_64",
|
|
"accelerator": "NVIDIA L40S"
|
|
},
|
|
"pytorch_info": "PyTorch built with:\n - GCC 13.3\n - C++ Version: 201703\n - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 12.8\n - NVCC architecture flags: -gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90;-gencode;arch=compute_100,code=sm_100;-gencode;arch=compute_120,code=sm_120\n - CuDNN 90.7.1\n - Built with CuDNN 90.8\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=0fabc3ba44823f257e70ce397d989c8de5e362c1, CUDA_VERSION=12.8, CUDNN_VERSION=9.8.0, CXX_COMPILER=/opt/rh/gcc-toolset-13/root/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-dangling-reference -Wno-error=dangling-reference -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, \n"
|
|
}
|
|
} |