Add superseded/exploratory MonteCLoRA results for image-gen (2)
#20
by Sergasgr - opened
imagegen/lora--flux2-klein-monteclora-r32-n2.json
ADDED
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@@ -0,0 +1,282 @@
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| 1 |
+
{
|
| 2 |
+
"run_info": {
|
| 3 |
+
"created_at": "2026-10-18T18:11:00+00:00",
|
| 4 |
+
"total_time": 597.1641915009823,
|
| 5 |
+
"experiment_name": "lora/flux2-klein-monteclora-r32-n2",
|
| 6 |
+
"peft_branch": "main",
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| 7 |
+
"peft_worktree_is_dirty": true,
|
| 8 |
+
"train_config": {
|
| 9 |
+
"model_id": "black-forest-labs/FLUX.2-klein-base-4B",
|
| 10 |
+
"dataset_id": "peft-internal-testing/cat-image-dataset",
|
| 11 |
+
"dataset_split": "train",
|
| 12 |
+
"dtype": "bfloat16",
|
| 13 |
+
"resolution": 512,
|
| 14 |
+
"batch_size": 2,
|
| 15 |
+
"batch_size_eval": 1,
|
| 16 |
+
"repeats": 1000,
|
| 17 |
+
"max_steps": 750,
|
| 18 |
+
"eval_steps": 100,
|
| 19 |
+
"compile": false,
|
| 20 |
+
"use_gc": true,
|
| 21 |
+
"seed": 0,
|
| 22 |
+
"grad_norm_clip": 1.0,
|
| 23 |
+
"optimizer_type": "AdamW",
|
| 24 |
+
"optimizer_kwargs": {
|
| 25 |
+
"lr": 0.0001,
|
| 26 |
+
"weight_decay": 0.0001
|
| 27 |
+
},
|
| 28 |
+
"lr_scheduler": null,
|
| 29 |
+
"use_amp": false,
|
| 30 |
+
"autocast_adapter_dtype": true,
|
| 31 |
+
"instance_prompts": [
|
| 32 |
+
"sks cat sitting on a chair in front of a box of chocolates",
|
| 33 |
+
"sks cat playing on the Steam Deck",
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| 34 |
+
"sks cat wearing a necklace while sitting in a box on a sofa",
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| 35 |
+
"a box with four donuts in front of sks cat",
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| 36 |
+
"sks cat wearing a pink veil with flowers on it and a dagger made out of yellow cardboard",
|
| 37 |
+
"sks cat between two pillows, with one pillow showing a polar bear and the other a fox",
|
| 38 |
+
"sks cat with an espresso reading the newspaper",
|
| 39 |
+
"a close up of a hand petting sks cat on the head",
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| 40 |
+
"sks cat opens a white door",
|
| 41 |
+
"sks cat with a VIP \"all access\" pass",
|
| 42 |
+
"sks cat in front of a monitor showing the video game \"RimWorld\"",
|
| 43 |
+
"sks cat reads a newspaper about cannabis",
|
| 44 |
+
"sks cat reading the newspaper with the title \"DIE BOX\"",
|
| 45 |
+
"sks cat being fed sushi",
|
| 46 |
+
"sks cat in front of a box of tomatoes",
|
| 47 |
+
"a gingerbread house in front of sks cat",
|
| 48 |
+
"sks cat is wearing a Wednesday Addams costume",
|
| 49 |
+
"sks cat looks skeptical as he reads a magazine depicting a black cat",
|
| 50 |
+
"sks cat wearing a striped scarf",
|
| 51 |
+
"sleepy sks cat lying in bed covered by a blue blanket"
|
| 52 |
+
],
|
| 53 |
+
"image_column": "image",
|
| 54 |
+
"valid_size": 2,
|
| 55 |
+
"test_size": 4,
|
| 56 |
+
"num_inference_steps": 20,
|
| 57 |
+
"guidance_scale": 3.5,
|
| 58 |
+
"max_sequence_length": 512,
|
| 59 |
+
"text_encoder_out_layers": [
|
| 60 |
+
10,
|
| 61 |
+
20,
|
| 62 |
+
30
|
| 63 |
+
],
|
| 64 |
+
"weighting_scheme": "none",
|
| 65 |
+
"logit_mean": 0.0,
|
| 66 |
+
"logit_std": 1.0,
|
| 67 |
+
"mode_scale": 1.29,
|
| 68 |
+
"dino_model_id": "facebook/dinov2-base",
|
| 69 |
+
"dino_image_size": 224,
|
| 70 |
+
"sample_image_prompts": [
|
| 71 |
+
"a photo of sks cat",
|
| 72 |
+
"a color drawing of sks cat",
|
| 73 |
+
"sks cat at the beach",
|
| 74 |
+
"a photo of sks dog",
|
| 75 |
+
"a photo of an orange cat"
|
| 76 |
+
],
|
| 77 |
+
"drift_image_prompts": [
|
| 78 |
+
"a photo of cat",
|
| 79 |
+
"a color drawing of cat",
|
| 80 |
+
"cat sitting in a bathtub",
|
| 81 |
+
"cat looks into a mirror",
|
| 82 |
+
"a photo of cat next to a tree",
|
| 83 |
+
"the Mona Lisa but she looks angry",
|
| 84 |
+
"a dog holding a sign that says hello world",
|
| 85 |
+
"a photo of the Eiffel tower at night",
|
| 86 |
+
"an astronaut riding a horse",
|
| 87 |
+
"3d design concept of a chair that looks like an avocado"
|
| 88 |
+
]
|
| 89 |
+
},
|
| 90 |
+
"peft_config": {
|
| 91 |
+
"task_type": null,
|
| 92 |
+
"peft_type": "LORA",
|
| 93 |
+
"auto_mapping": null,
|
| 94 |
+
"peft_version": "0.21.1.dev0@UNKNOWN",
|
| 95 |
+
"base_model_name_or_path": null,
|
| 96 |
+
"revision": null,
|
| 97 |
+
"inference_mode": false,
|
| 98 |
+
"r": 32,
|
| 99 |
+
"target_modules": [
|
| 100 |
+
"linear_in",
|
| 101 |
+
"to_out.0",
|
| 102 |
+
"to_qkv_mlp_proj",
|
| 103 |
+
"to_q",
|
| 104 |
+
"add_q_proj",
|
| 105 |
+
"to_v",
|
| 106 |
+
"to_add_out",
|
| 107 |
+
"linear_out",
|
| 108 |
+
"add_k_proj",
|
| 109 |
+
"add_v_proj",
|
| 110 |
+
"to_k"
|
| 111 |
+
],
|
| 112 |
+
"exclude_modules": null,
|
| 113 |
+
"lora_alpha": 32,
|
| 114 |
+
"lora_dropout": 0.0,
|
| 115 |
+
"fan_in_fan_out": false,
|
| 116 |
+
"bias": "none",
|
| 117 |
+
"use_rslora": false,
|
| 118 |
+
"modules_to_save": null,
|
| 119 |
+
"init_lora_weights": true,
|
| 120 |
+
"layers_to_transform": null,
|
| 121 |
+
"layers_pattern": null,
|
| 122 |
+
"rank_pattern": {},
|
| 123 |
+
"alpha_pattern": {},
|
| 124 |
+
"megatron_config": null,
|
| 125 |
+
"megatron_core": "megatron.core",
|
| 126 |
+
"trainable_token_indices": null,
|
| 127 |
+
"loftq_config": {},
|
| 128 |
+
"eva_config": null,
|
| 129 |
+
"corda_config": null,
|
| 130 |
+
"astra_config": null,
|
| 131 |
+
"lora_ga_config": null,
|
| 132 |
+
"use_dora": false,
|
| 133 |
+
"velora_config": null,
|
| 134 |
+
"alora_invocation_tokens": null,
|
| 135 |
+
"use_qalora": false,
|
| 136 |
+
"qalora_group_size": 16,
|
| 137 |
+
"monteclora_config": {
|
| 138 |
+
"num_samples": 2,
|
| 139 |
+
"use_entropy": true,
|
| 140 |
+
"dirichlet_prior": 1.0,
|
| 141 |
+
"sample_scaler": 0.005,
|
| 142 |
+
"kl_loss_weight": 1e-05,
|
| 143 |
+
"buffer_size": 150
|
| 144 |
+
},
|
| 145 |
+
"layer_replication": null,
|
| 146 |
+
"lora_bias": false,
|
| 147 |
+
"target_parameters": null,
|
| 148 |
+
"use_bdlora": null,
|
| 149 |
+
"arrow_config": null,
|
| 150 |
+
"kasa_config": null,
|
| 151 |
+
"ensure_weight_tying": false
|
| 152 |
+
},
|
| 153 |
+
"error_msg": ""
|
| 154 |
+
},
|
| 155 |
+
"train_info": {
|
| 156 |
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"accelerator_memory_reserved_avg": 16840935866,
|
| 157 |
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"accelerator_memory_max": 17198743552,
|
| 158 |
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"accelerator_memory_reserved_99th": 17198743552,
|
| 159 |
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"train_time": 544.7729475611122,
|
| 160 |
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"file_size": 153768648,
|
| 161 |
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"num_trainable_params": 38341280,
|
| 162 |
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"num_total_params": 3913885856,
|
| 163 |
+
"status": "success",
|
| 164 |
+
"metrics": [
|
| 165 |
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{
|
| 166 |
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"step": 100,
|
| 167 |
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"valid dino_similarity": 0.6654685139656067,
|
| 168 |
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"train loss": 0.752611517906189,
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| 169 |
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"train samples": 200,
|
| 170 |
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|
| 171 |
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| 172 |
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"mem allocated avg": 14865898178.56,
|
| 173 |
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"mem reserved avg": 16736069877.76,
|
| 174 |
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"elapsed time": 71.13104496896267
|
| 175 |
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| 176 |
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| 177 |
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| 242 |
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| 243 |
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|
| 244 |
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| 248 |
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}
|
| 249 |
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]
|
| 250 |
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|
| 251 |
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| 252 |
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| 253 |
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| 254 |
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| 255 |
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| 256 |
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| 257 |
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| 258 |
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|
| 259 |
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| 260 |
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| 271 |
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| 272 |
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| 273 |
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| 274 |
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|
| 281 |
+
}
|
| 282 |
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}
|
imagegen/lora--flux2-klein-monteclora-r32-n4.json
ADDED
|
@@ -0,0 +1,282 @@
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|
| 1 |
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{
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| 2 |
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"run_info": {
|
| 3 |
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"created_at": "2026-10-18T17:23:35+00:00",
|
| 4 |
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"total_time": 1889.97528754198,
|
| 5 |
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| 6 |
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| 9 |
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| 11 |
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| 31 |
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"instance_prompts": [
|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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| 37 |
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"sks cat between two pillows, with one pillow showing a polar bear and the other a fox",
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"sks cat with a VIP \"all access\" pass",
|
| 42 |
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"sks cat in front of a monitor showing the video game \"RimWorld\"",
|
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|
| 44 |
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|
| 45 |
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"sks cat being fed sushi",
|
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"sks cat in front of a box of tomatoes",
|
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|
| 48 |
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|
| 49 |
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"sks cat looks skeptical as he reads a magazine depicting a black cat",
|
| 50 |
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"sks cat wearing a striped scarf",
|
| 51 |
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"sleepy sks cat lying in bed covered by a blue blanket"
|
| 52 |
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],
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| 53 |
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| 54 |
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| 71 |
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|
| 72 |
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| 73 |
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"sks cat at the beach",
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| 74 |
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|
| 76 |
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"an astronaut riding a horse",
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]
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},
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| 152 |
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