Add superseded/exploratory LoHa results for MetaMathQA
#19
by Sergasgr - opened
MetaMathQA/loha--llama-3.2-3B-rank32-1e-3-wd-1e-4.json
ADDED
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@@ -0,0 +1,360 @@
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|
| 1 |
+
{
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| 2 |
+
"run_info": {
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| 3 |
+
"created_at": "2026-10-14T17:13:54+00:00",
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| 4 |
+
"total_time": 970.7966464890633,
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| 5 |
+
"experiment_name": "loha/llama-3.2-3B-rank32",
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| 6 |
+
"peft_branch": "main",
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| 7 |
+
"peft_worktree_is_dirty": true,
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| 8 |
+
"train_config": {
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| 9 |
+
"model_id": "meta-llama/Llama-3.2-3B",
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| 10 |
+
"dtype": "bfloat16",
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| 11 |
+
"max_seq_length": 768,
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| 12 |
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"batch_size": 4,
|
| 13 |
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"batch_size_eval": 50,
|
| 14 |
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"max_steps": 5000,
|
| 15 |
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"eval_steps": 250,
|
| 16 |
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"compile": false,
|
| 17 |
+
"use_gc": false,
|
| 18 |
+
"query_template": "Question: {query} Think step by step.\nAnswer:",
|
| 19 |
+
"seed": 0,
|
| 20 |
+
"grad_norm_clip": 1.0,
|
| 21 |
+
"optimizer_type": "AdamW",
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| 22 |
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"optimizer_kwargs": {
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| 23 |
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"lr": 0.001,
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| 24 |
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"weight_decay": 0.0001
|
| 25 |
+
},
|
| 26 |
+
"lr_scheduler": "cosine",
|
| 27 |
+
"use_amp": false,
|
| 28 |
+
"autocast_adapter_dtype": true,
|
| 29 |
+
"generation_kwargs": {
|
| 30 |
+
"max_length": 800,
|
| 31 |
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"max_new_tokens": 300
|
| 32 |
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},
|
| 33 |
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"attn_implementation": null,
|
| 34 |
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"init_kv_cache_prefix": null
|
| 35 |
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},
|
| 36 |
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"peft_config": {
|
| 37 |
+
"task_type": null,
|
| 38 |
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"peft_type": "LOHA",
|
| 39 |
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"auto_mapping": null,
|
| 40 |
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"peft_version": "0.21.3.dev0@UNKNOWN",
|
| 41 |
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"base_model_name_or_path": "meta-llama/Llama-3.2-3B",
|
| 42 |
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"revision": null,
|
| 43 |
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"inference_mode": false,
|
| 44 |
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"rank_pattern": {},
|
| 45 |
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"alpha_pattern": {},
|
| 46 |
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"r": 32,
|
| 47 |
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"alpha": 64,
|
| 48 |
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"rank_dropout": 0.0,
|
| 49 |
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"module_dropout": 0.0,
|
| 50 |
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"use_effective_conv2d": false,
|
| 51 |
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"target_modules": [
|
| 52 |
+
"q_proj",
|
| 53 |
+
"v_proj"
|
| 54 |
+
],
|
| 55 |
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"exclude_modules": null,
|
| 56 |
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"init_weights": true,
|
| 57 |
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"layers_to_transform": null,
|
| 58 |
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"layers_pattern": null,
|
| 59 |
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"modules_to_save": null
|
| 60 |
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},
|
| 61 |
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"error_msg": ""
|
| 62 |
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},
|
| 63 |
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"train_info": {
|
| 64 |
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"accelerator_memory_reserved_avg": 16046795574,
|
| 65 |
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"accelerator_memory_max": 23924310016,
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| 66 |
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"accelerator_memory_reserved_99th": 21848129536,
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| 67 |
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"train_time": 855.561030873796,
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| 68 |
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"file_size": 73429560,
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| 69 |
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"num_trainable_params": 18350080,
|
| 70 |
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"num_total_params": 3231099904,
|
| 71 |
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"status": "success",
|
| 72 |
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"metrics": [
|
| 73 |
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{
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| 74 |
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"step": 250,
|
| 75 |
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"valid accuracy": 0.42,
|
| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 97 |
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| 100 |
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MetaMathQA/loha--llama-3.2-3B-rank32-5e-4-wd-1e-4.json
ADDED
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| 1 |
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{
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"pytorch_info": "PyTorch built with:\n - GCC 13.3\n - C++ Version: 202002\n - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v3.12.0 (Git Hash 80afa71049cd69a3df32adcccb623b12cd7baa22)\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 13.0\n - NVCC architecture flags: -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 92.4 (built against CUDA 13.3)\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=5c4886908584029761b579af026dcfb627c84070, CUDA_FLAGS= -DLIBCUDACXX_ENABLE_SIMPLIFIED_COMPLEX_OPERATIONS -Xfatbin -compress-all -DONNX_NAMESPACE=onnx_torch -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 -Xcudafe --diag_suppress=cc_clobber_ignored,--diag_suppress=field_without_dll_interface,--diag_suppress=base_class_has_different_dll_interface,--diag_suppress=dll_interface_conflict_none_assumed,--diag_suppress=dll_interface_conflict_dllexport_assumed,--diag_suppress=bad_friend_decl --expt-relaxed-constexpr --expt-extended-lambda -Xfatbin -compress-all --threads 2 -compress-mode=size -Wno-deprecated-gpu-targets --expt-extended-lambda -DCUB_WRAPPED_NAMESPACE=at_cuda_detail -DDISABLE_CUSPARSE_DEPRECATED -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -DC10_NODEPRECATED, CUDA_VERSION=13.0, CUDNN_VERSION=9.24.0, CXX_COMPILER=/opt/rh/gcc-toolset-13/root/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DHAS_CUPTI -DUSE_FBGEMM -DUSE_MSLK -DUSE_PYTORCH_QNNPACK -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=2.14.1, USE_CUDA=1, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_HIPSPARSELT=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, \n"
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}
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}
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