Download image-gen/results/deft--flux2-klein-para.json from peft-internal-testing/PEFT-method-comparison-embed: direct link, hf CLI and curl.
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- Download file 11.2 kB
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https://huggingface.co/spaces/peft-internal-testing/PEFT-method-comparison-embed/resolve/main/image-gen/results/deft--flux2-klein-para.json
- Command line
-
hf download hf://spaces/peft-internal-testing/PEFT-method-comparison-embed/image-gen/results/deft--flux2-klein-para.json
-
curl -L -o deft--flux2-klein-para.json https://huggingface.co/spaces/peft-internal-testing/PEFT-method-comparison-embed/resolve/main/image-gen/results/deft--flux2-klein-para.json
11.2 kB
| { | |
| "run_info": { | |
| "created_at": "2026-07-27T16:08:25+00:00", | |
| "total_time": 954.1416456169998, | |
| "experiment_name": "deft/flux2-klein-para", | |
| "peft_branch": "main", | |
| "train_config": { | |
| "model_id": "black-forest-labs/FLUX.2-klein-base-4B", | |
| "dataset_id": "peft-internal-testing/cat-image-dataset", | |
| "dataset_split": "train", | |
| "dtype": "bfloat16", | |
| "resolution": 512, | |
| "batch_size": 2, | |
| "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", | |
| "optimizer_kwargs": { | |
| "lr": 0.0001, | |
| "weight_decay": 0.0001 | |
| }, | |
| "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": [ | |
| 10, | |
| 20, | |
| 30 | |
| ], | |
| "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": "DEFT", | |
| "auto_mapping": null, | |
| "peft_version": "0.19.2.dev0@UNKNOWN", | |
| "base_model_name_or_path": null, | |
| "revision": null, | |
| "inference_mode": false, | |
| "r": 32, | |
| "target_modules": [ | |
| "to_out.0", | |
| "linear_out", | |
| "add_k_proj", | |
| "to_q", | |
| "to_k", | |
| "to_qkv_mlp_proj", | |
| "to_add_out", | |
| "add_v_proj", | |
| "linear_in", | |
| "add_q_proj", | |
| "to_v" | |
| ], | |
| "exclude_modules": null, | |
| "decomposition_method": "qr", | |
| "init_scale": 1.0, | |
| "alpha": null, | |
| "para": true, | |
| "fan_in_fan_out": false, | |
| "deft_dropout": 0.0, | |
| "init_weights": true, | |
| "layers_to_transform": null, | |
| "layers_pattern": null, | |
| "bias": "none", | |
| "modules_to_save": null | |
| }, | |
| "error_msg": "" | |
| }, | |
| "train_info": { | |
| "accelerator_memory_reserved_avg": 10991170835, | |
| "accelerator_memory_max": 11033116672, | |
| "accelerator_memory_reserved_99th": 11033116672, | |
| "train_time": 828.1753127479999, | |
| "file_size": 114043472, | |
| "num_trainable_params": 28508160, | |
| "num_total_params": 3904052736, | |
| "status": "success", | |
| "metrics": [ | |
| { | |
| "step": 100, | |
| "valid dino_similarity": 0.699182391166687, | |
| "train loss": 0.7876453995704651, | |
| "train samples": 200, | |
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| { | |
| "step": 200, | |
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| { | |
| "step": 300, | |
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| "step": 500, | |
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| { | |
| "step": 700, | |
| "valid dino_similarity": 0.6806052923202515, | |
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| "train samples": 1400, | |
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| { | |
| "step": 750, | |
| "test dino_similarity": 0.6892124017079672, | |
| "drift": 0.2870096117258072, | |
| "train loss": 0.7468426823616028, | |
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| ] | |
| }, | |
| "meta_info": { | |
| "model_info": { | |
| "sha": "a3b4f4849157f664bdbc776fd7453c2783562f4d", | |
| "created_at": "2026-01-14T13:42:28+00:00" | |
| }, | |
| "dataset_info": { | |
| "sha": "37df3244ae3aa36e85178b6cf946338137fc3068", | |
| "created_at": "2026-03-09T15:31:26+00:00" | |
| }, | |
| "package_info": { | |
| "transformers-version": "5.13.1", | |
| "transformers-commit-hash": null, | |
| "peft-version": "0.19.2.dev0", | |
| "peft-commit-hash": "194cb8feb21c6623f61f30305e20fdbe2b842c10", | |
| "datasets-version": "4.2.0", | |
| "datasets-commit-hash": null, | |
| "diffusers-version": "0.38.0", | |
| "diffusers-commit-hash": null, | |
| "torch-version": "2.13.0+cu130", | |
| "torch-commit-hash": null | |
| }, | |
| "system_info": { | |
| "system": "Linux", | |
| "release": "6.17.0-1019-aws", | |
| "version": "#19~24.04.1-Ubuntu SMP Tue Jun 23 18:53:06 UTC 2026", | |
| "machine": "x86_64", | |
| "processor": "x86_64", | |
| "accelerator": "NVIDIA L40S" | |
| }, | |
| "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 90.7.1 (built against CUDA 12.8)\n - Built with CuDNN 92.0\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" | |
| } | |
| } |