Add superseded/exploratory BEFT and HiRA results

imagegen/beft--flux2-klein-default-original.json

@@ -0,0 +1,243 @@
+{
+  "run_info": {
+    "created_at": "2026-08-25T17:27:12+00:00",
+    "total_time": 1291.617277036,
+    "experiment_name": "beft/flux2-klein-default",
+    "peft_branch": "main",
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+    "train_config": {
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+      "dataset_id": "peft-internal-testing/cat-image-dataset",
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+      "autocast_adapter_dtype": true,
+      "instance_prompts": [
+        "sks cat sitting on a chair in front of a box of chocolates",
+        "sks cat playing on the Steam Deck",
+        "sks cat wearing a necklace while sitting in a box on a sofa",
+        "a box with four donuts in front of sks cat",
+        "sks cat wearing a pink veil with flowers on it and a dagger made out of yellow cardboard",
+        "sks cat between two pillows, with one pillow showing a polar bear and the other a fox",
+        "sks cat with an espresso reading the newspaper",
+        "a close up of a hand petting sks cat on the head",
+        "sks cat opens a white door",
+        "sks cat with a VIP \"all access\" pass",
+        "sks cat in front of a monitor showing the video game \"RimWorld\"",
+        "sks cat reads a newspaper about cannabis",
+        "sks cat reading the newspaper with the title \"DIE BOX\"",
+        "sks cat being fed sushi",
+        "sks cat in front of a box of tomatoes",
+        "a gingerbread house in front of sks cat",
+        "sks cat is wearing a Wednesday Addams costume",
+        "sks cat looks skeptical as he reads a magazine depicting a black cat",
+        "sks cat wearing a striped scarf",
+        "sleepy sks cat lying in bed covered by a blue blanket"
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+        "a photo of sks cat",
+        "a color drawing of sks cat",
+        "sks cat at the beach",
+        "a photo of sks dog",
+        "a photo of an orange cat"
+      ],
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+        "a photo of cat",
+        "a color drawing of cat",
+        "cat sitting in a bathtub",
+        "cat looks into a mirror",
+        "a photo of cat next to a tree",
+        "the Mona Lisa but she looks angry",
+        "a dog holding a sign that says hello world",
+        "a photo of the Eiffel tower at night",
+        "an astronaut riding a horse",
+        "3d design concept of a chair that looks like an avocado"
+      ]
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+        "to_qkv_mlp_proj",
+        "to_add_out",
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+    ]
+  },
+  "meta_info": {
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+      "sha": "a3b4f4849157f664bdbc776fd7453c2783562f4d",
+      "created_at": "2026-01-14T13:42:28+00:00"
+    },
+    "dataset_info": {
+      "sha": "37df3244ae3aa36e85178b6cf946338137fc3068",
+      "created_at": "2026-03-09T15:31:26+00:00"
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+    "package_info": {
+      "transformers-version": "5.15.1",
+      "transformers-commit-hash": null,
+      "peft-version": "0.20.1.dev0",
+      "peft-commit-hash": "5d602fdbff04c33c1c4de55cda9d4ae1d7cb7e40",
+      "datasets-version": "5.0.1",
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+      "diffusers-version": "0.40.0",
+      "diffusers-commit-hash": null,
+      "torch-version": "2.13.0+cu130",
+      "torch-commit-hash": null
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+    "system_info": {
+      "system": "Linux",
+      "release": "7.0.0-30-generic",
+      "version": "#30~24.04.1-Ubuntu SMP PREEMPT_DYNAMIC Fri Aug  7 13:27:52 UTC 2",
+      "machine": "x86_64",
+      "processor": "x86_64",
+      "accelerator": "NVIDIA GeForce RTX 5070 Ti"
+    },
+    "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 92.0  (built against CUDA 13.2)\n  - Magma 2.6.1\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=cf30153c4c131c8164ee7798e5022d810682e2cb, 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=9.20.0, 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=2.13.0, USE_CUDA=1, 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=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, \n"
+  }
+}

imagegen/hira--flux2-klein-default-lr1e-4.json

@@ -0,0 +1,250 @@
+{
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+        "sks cat wearing a necklace while sitting in a box on a sofa",
+        "a box with four donuts in front of sks cat",
+        "sks cat wearing a pink veil with flowers on it and a dagger made out of yellow cardboard",
+        "sks cat between two pillows, with one pillow showing a polar bear and the other a fox",
+        "sks cat with an espresso reading the newspaper",
+        "a close up of a hand petting sks cat on the head",
+        "sks cat opens a white door",
+        "sks cat with a VIP \"all access\" pass",
+        "sks cat in front of a monitor showing the video game \"RimWorld\"",
+        "sks cat reads a newspaper about cannabis",
+        "sks cat reading the newspaper with the title \"DIE BOX\"",
+        "sks cat being fed sushi",
+        "sks cat in front of a box of tomatoes",
+        "a gingerbread house in front of sks cat",
+        "sks cat is wearing a Wednesday Addams costume",
+        "sks cat looks skeptical as he reads a magazine depicting a black cat",
+        "sks cat wearing a striped scarf",
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+        "a photo of the Eiffel tower at night",
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+  }
+}

imagegen/hira--flux2-klein-lr-tuned-1.53e-4.json

@@ -0,0 +1,250 @@
+{
+  "run_info": {
+    "created_at": "2026-09-01T16:04:07+00:00",
+    "total_time": 3356.3246692670073,
+    "experiment_name": "hira/flux2-klein-lr-tuned",
+    "peft_branch": "add-hira-image-gen",
+    "peft_worktree_is_dirty": false,
+    "train_config": {
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+      "dataset_id": "peft-internal-testing/cat-image-dataset",
+      "dataset_split": "train",
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+      "resolution": 512,
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+      "batch_size_eval": 1,
+      "repeats": 1000,
+      "max_steps": 750,
+      "eval_steps": 100,
+      "compile": false,
+      "use_gc": true,
+      "seed": 0,
+      "grad_norm_clip": 1.0,
+      "optimizer_type": "AdamW",
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+        "weight_decay": 0.0001
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+      "lr_scheduler": null,
+      "use_amp": false,
+      "autocast_adapter_dtype": true,
+      "instance_prompts": [
+        "sks cat sitting on a chair in front of a box of chocolates",
+        "sks cat playing on the Steam Deck",
+        "sks cat wearing a necklace while sitting in a box on a sofa",
+        "a box with four donuts in front of sks cat",
+        "sks cat wearing a pink veil with flowers on it and a dagger made out of yellow cardboard",
+        "sks cat between two pillows, with one pillow showing a polar bear and the other a fox",
+        "sks cat with an espresso reading the newspaper",
+        "a close up of a hand petting sks cat on the head",
+        "sks cat opens a white door",
+        "sks cat with a VIP \"all access\" pass",
+        "sks cat in front of a monitor showing the video game \"RimWorld\"",
+        "sks cat reads a newspaper about cannabis",
+        "sks cat reading the newspaper with the title \"DIE BOX\"",
+        "sks cat being fed sushi",
+        "sks cat in front of a box of tomatoes",
+        "a gingerbread house in front of sks cat",
+        "sks cat is wearing a Wednesday Addams costume",
+        "sks cat looks skeptical as he reads a magazine depicting a black cat",
+        "sks cat wearing a striped scarf",
+        "sleepy sks cat lying in bed covered by a blue blanket"
+      ],
+      "image_column": "image",
+      "valid_size": 2,
+      "test_size": 4,
+      "num_inference_steps": 20,
+      "guidance_scale": 3.5,
+      "max_sequence_length": 512,
+      "text_encoder_out_layers": [
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+        20,
+        30
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+      "weighting_scheme": "none",
+      "logit_mean": 0.0,
+      "logit_std": 1.0,
+      "mode_scale": 1.29,
+      "dino_model_id": "facebook/dinov2-base",
+      "dino_image_size": 224,
+      "sample_image_prompts": [
+        "a photo of sks cat",
+        "a color drawing of sks cat",
+        "sks cat at the beach",
+        "a photo of sks dog",
+        "a photo of an orange cat"
+      ],
+      "drift_image_prompts": [
+        "a photo of cat",
+        "a color drawing of cat",
+        "cat sitting in a bathtub",
+        "cat looks into a mirror",
+        "a photo of cat next to a tree",
+        "the Mona Lisa but she looks angry",
+        "a dog holding a sign that says hello world",
+        "a photo of the Eiffel tower at night",
+        "an astronaut riding a horse",
+        "3d design concept of a chair that looks like an avocado"
+      ]
+    },
+    "peft_config": {
+      "task_type": null,
+      "peft_type": "HIRA",
+      "auto_mapping": null,
+      "peft_version": "0.20.1.dev0@UNKNOWN",
+      "base_model_name_or_path": null,
+      "revision": null,
+      "inference_mode": false,
+      "r": 32,
+      "target_modules": [
+        "to_q",
+        "to_add_out",
+        "to_out.0",
+        "to_k",
+        "linear_in",
+        "add_v_proj",
+        "add_q_proj",
+        "to_qkv_mlp_proj",
+        "add_k_proj",
+        "linear_out",
+        "to_v"
+      ],
+      "exclude_modules": null,
+      "hira_dropout": 0.0,
+      "fan_in_fan_out": false,
+      "modules_to_save": null,
+      "init_weights": true,
+      "layers_to_transform": null,
+      "layers_pattern": null,
+      "rank_pattern": {}
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+    "error_msg": ""
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+  "train_info": {
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+    "accelerator_memory_max": 11444158464,
+    "accelerator_memory_reserved_99th": 11444158464,
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+    "file_size": 153375936,
+    "num_trainable_params": 38338560,
+    "num_total_params": 3913883136,
+    "status": "success",
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+        "mem allocated avg": 8953017763.84,
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+        "elapsed time": 398.76268226400134
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+        "train loss": 0.7682037949562073,
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+        "mem reserved avg": 11318329344.0,
+        "elapsed time": 772.7907755010092
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+        "train samples": 1500
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+  "meta_info": {
+    "model_info": {
+      "sha": "a3b4f4849157f664bdbc776fd7453c2783562f4d",
+      "created_at": "2026-01-14T13:42:28+00:00"
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+      "created_at": "2026-03-09T15:31:26+00:00"
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+      "transformers-version": "5.16.0",
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+      "peft-version": "0.20.1.dev0",
+      "peft-commit-hash": "fc25d9987fba3bc013fa3e32a7694d8ab96501b6",
+      "datasets-version": "5.0.1",
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+      "diffusers-version": "0.40.0",
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+      "torch-version": "2.13.0+cu130",
+      "torch-commit-hash": null
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+    "system_info": {
+      "system": "Linux",
+      "release": "7.0.0-30-generic",
+      "version": "#30~24.04.1-Ubuntu SMP PREEMPT_DYNAMIC Fri Aug  7 13:27:52 UTC 2",
+      "machine": "x86_64",
+      "processor": "x86_64",
+      "accelerator": "NVIDIA GeForce RTX 5070 Ti"
+    },
+    "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 92.0  (built against CUDA 13.2)\n  - Magma 2.6.1\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=cf30153c4c131c8164ee7798e5022d810682e2cb, 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=9.20.0, 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=2.13.0, USE_CUDA=1, 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=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, \n"
+  }
+}