Add files using upload-large-folder tool

102flowers/sana 0.6/Baseline/checkpoint-10000/transformer/config.json

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+{
+  "_class_name": "SanaTransformer2DModel",
+  "_diffusers_version": "0.37.1",
+  "_name_or_path": "Efficient-Large-Model/Sana_600M_512px_diffusers",
+  "attention_bias": false,
+  "attention_head_dim": 32,
+  "caption_channels": 2304,
+  "cross_attention_dim": 1152,
+  "cross_attention_head_dim": 72,
+  "dropout": 0.0,
+  "guidance_embeds": false,
+  "guidance_embeds_scale": 0.1,
+  "in_channels": 32,
+  "interpolation_scale": null,
+  "mlp_ratio": 2.5,
+  "norm_elementwise_affine": false,
+  "norm_eps": 1e-06,
+  "num_attention_heads": 36,
+  "num_cross_attention_heads": 16,
+  "num_layers": 28,
+  "out_channels": 32,
+  "patch_size": 1,
+  "qk_norm": null,
+  "sample_size": 16,
+  "timestep_scale": 1.0
+}

102flowers/sana 0.6/RAD/Eval/eval.log.rank0

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+[2026-08-14 16:23:27] [RANK-0] [INFO] Loading Sana pipeline from RESULTS/102flowers/run_002 ...
+[2026-08-14 16:23:39] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
+[2026-08-14 16:23:40] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
+[2026-08-14 16:23:52] [RANK-0] [INFO] Loading LPIPS ...
+[2026-08-14 16:23:53] [RANK-0] [INFO] Loading PickScore ...
+[2026-08-14 16:24:00] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
+[2026-08-14 16:24:20] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
+[2026-08-14 16:24:41] [RANK-0] [INFO] Loading Aesthetic scorer ...
+[2026-08-14 16:24:44] [RANK-0] [INFO] Dataset: 12285 samples split across 1 GPUs (~384 batches/rank)
+[2026-08-14 16:24:44] [RANK-0] [INFO] Starting evaluation...
+[2026-08-14 16:24:44] [RANK-0] [INFO]   Checkpoint   : RESULTS/102flowers/run_002
+[2026-08-14 16:24:44] [RANK-0] [INFO]   Total samples: 12285 | World size: 1
+[2026-08-14 16:24:44] [RANK-0] [INFO]   FID dim      : 2048 | Inf steps: 10 | Guidance: 5.0
+[2026-08-14 16:24:44] [RANK-0] [INFO]   Saving generated images to: ./RESULTS/102flowers/run_002/Eval/generated_images
+[2026-08-14 16:30:58] [RANK-0] [INFO] [rank 0] Batch [10/384] | CLIP 30.3520 | LPIPS 0.7586 | Pick 0.2138 | HPSv2 0.2575 | HPSv2.1 0.2317 | Aes 4.6207
+[2026-08-14 16:36:49] [RANK-0] [INFO] [rank 0] Batch [20/384] | CLIP 30.4862 | LPIPS 0.7536 | Pick 0.2142 | HPSv2 0.2574 | HPSv2.1 0.2301 | Aes 4.5885
+[2026-08-14 16:42:48] [RANK-0] [INFO] [rank 0] Batch [30/384] | CLIP 30.4774 | LPIPS 0.7524 | Pick 0.2142 | HPSv2 0.2573 | HPSv2.1 0.2295 | Aes 4.5936
+[2026-08-14 16:50:18] [RANK-0] [INFO] [rank 0] Batch [40/384] | CLIP 30.4820 | LPIPS 0.7504 | Pick 0.2143 | HPSv2 0.2572 | HPSv2.1 0.2290 | Aes 4.5791
+[2026-08-14 16:56:31] [RANK-0] [INFO] [rank 0] Batch [50/384] | CLIP 30.4739 | LPIPS 0.7522 | Pick 0.2140 | HPSv2 0.2569 | HPSv2.1 0.2283 | Aes 4.5782
+[2026-08-14 17:02:36] [RANK-0] [INFO] [rank 0] Batch [60/384] | CLIP 30.4604 | LPIPS 0.7525 | Pick 0.2140 | HPSv2 0.2568 | HPSv2.1 0.2282 | Aes 4.5743
+[2026-08-14 17:09:08] [RANK-0] [INFO] [rank 0] Batch [70/384] | CLIP 30.4669 | LPIPS 0.7532 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2282 | Aes 4.5728
+[2026-08-14 17:15:17] [RANK-0] [INFO] [rank 0] Batch [80/384] | CLIP 30.5175 | LPIPS 0.7529 | Pick 0.2142 | HPSv2 0.2568 | HPSv2.1 0.2284 | Aes 4.5753
+[2026-08-14 17:21:23] [RANK-0] [INFO] [rank 0] Batch [90/384] | CLIP 30.5266 | LPIPS 0.7527 | Pick 0.2142 | HPSv2 0.2568 | HPSv2.1 0.2283 | Aes 4.5732
+[2026-08-14 17:27:51] [RANK-0] [INFO] [rank 0] Batch [100/384] | CLIP 30.5309 | LPIPS 0.7512 | Pick 0.2142 | HPSv2 0.2568 | HPSv2.1 0.2283 | Aes 4.5718
+[2026-08-14 17:33:58] [RANK-0] [INFO] [rank 0] Batch [110/384] | CLIP 30.5258 | LPIPS 0.7519 | Pick 0.2142 | HPSv2 0.2569 | HPSv2.1 0.2284 | Aes 4.5723
+[2026-08-14 17:40:36] [RANK-0] [INFO] [rank 0] Batch [120/384] | CLIP 30.5199 | LPIPS 0.7518 | Pick 0.2142 | HPSv2 0.2569 | HPSv2.1 0.2284 | Aes 4.5713
+[2026-08-14 17:47:19] [RANK-0] [INFO] [rank 0] Batch [130/384] | CLIP 30.5263 | LPIPS 0.7517 | Pick 0.2141 | HPSv2 0.2568 | HPSv2.1 0.2283 | Aes 4.5682
+[2026-08-14 17:54:07] [RANK-0] [INFO] [rank 0] Batch [140/384] | CLIP 30.5063 | LPIPS 0.7524 | Pick 0.2141 | HPSv2 0.2568 | HPSv2.1 0.2283 | Aes 4.5682
+[2026-08-14 18:02:33] [RANK-0] [INFO] [rank 0] Batch [150/384] | CLIP 30.4972 | LPIPS 0.7527 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2280 | Aes 4.5646
+[2026-08-14 18:08:29] [RANK-0] [INFO] [rank 0] Batch [160/384] | CLIP 30.4953 | LPIPS 0.7526 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2278 | Aes 4.5624
+[2026-08-14 18:15:56] [RANK-0] [INFO] [rank 0] Batch [170/384] | CLIP 30.4873 | LPIPS 0.7522 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2279 | Aes 4.5614
+[2026-08-14 18:24:04] [RANK-0] [INFO] [rank 0] Batch [180/384] | CLIP 30.4577 | LPIPS 0.7519 | Pick 0.2139 | HPSv2 0.2566 | HPSv2.1 0.2277 | Aes 4.5593
+[2026-08-14 18:30:05] [RANK-0] [INFO] [rank 0] Batch [190/384] | CLIP 30.4610 | LPIPS 0.7515 | Pick 0.2139 | HPSv2 0.2565 | HPSv2.1 0.2277 | Aes 4.5591
+[2026-08-14 18:35:46] [RANK-0] [INFO] [rank 0] Batch [200/384] | CLIP 30.4660 | LPIPS 0.7512 | Pick 0.2139 | HPSv2 0.2566 | HPSv2.1 0.2278 | Aes 4.5614
+[2026-08-14 18:42:13] [RANK-0] [INFO] [rank 0] Batch [210/384] | CLIP 30.4674 | LPIPS 0.7506 | Pick 0.2139 | HPSv2 0.2566 | HPSv2.1 0.2278 | Aes 4.5609
+[2026-08-14 18:48:28] [RANK-0] [INFO] [rank 0] Batch [220/384] | CLIP 30.4728 | LPIPS 0.7503 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2279 | Aes 4.5614
+[2026-08-14 18:54:36] [RANK-0] [INFO] [rank 0] Batch [230/384] | CLIP 30.4698 | LPIPS 0.7503 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2280 | Aes 4.5629
+[2026-08-14 19:01:06] [RANK-0] [INFO] [rank 0] Batch [240/384] | CLIP 30.4719 | LPIPS 0.7501 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2280 | Aes 4.5631
+[2026-08-14 19:07:56] [RANK-0] [INFO] [rank 0] Batch [250/384] | CLIP 30.4810 | LPIPS 0.7503 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2280 | Aes 4.5625
+[2026-08-14 19:13:51] [RANK-0] [INFO] [rank 0] Batch [260/384] | CLIP 30.4861 | LPIPS 0.7507 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2280 | Aes 4.5630
+[2026-08-14 19:19:45] [RANK-0] [INFO] [rank 0] Batch [270/384] | CLIP 30.4902 | LPIPS 0.7506 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2280 | Aes 4.5642
+[2026-08-14 19:25:30] [RANK-0] [INFO] [rank 0] Batch [280/384] | CLIP 30.5016 | LPIPS 0.7509 | Pick 0.2141 | HPSv2 0.2567 | HPSv2.1 0.2282 | Aes 4.5654
+[2026-08-14 19:31:46] [RANK-0] [INFO] [rank 0] Batch [290/384] | CLIP 30.5011 | LPIPS 0.7510 | Pick 0.2141 | HPSv2 0.2566 | HPSv2.1 0.2281 | Aes 4.5651
+[2026-08-14 19:37:45] [RANK-0] [INFO] [rank 0] Batch [300/384] | CLIP 30.4973 | LPIPS 0.7505 | Pick 0.2141 | HPSv2 0.2567 | HPSv2.1 0.2282 | Aes 4.5659
+[2026-08-14 19:43:59] [RANK-0] [INFO] [rank 0] Batch [310/384] | CLIP 30.4816 | LPIPS 0.7506 | Pick 0.2140 | HPSv2 0.2567 | HPSv2.1 0.2282 | Aes 4.5661
+[2026-08-14 19:50:11] [RANK-0] [INFO] [rank 0] Batch [320/384] | CLIP 30.4913 | LPIPS 0.7508 | Pick 0.2141 | HPSv2 0.2567 | HPSv2.1 0.2282 | Aes 4.5659
+[2026-08-14 19:56:30] [RANK-0] [INFO] [rank 0] Batch [330/384] | CLIP 30.4918 | LPIPS 0.7505 | Pick 0.2141 | HPSv2 0.2566 | HPSv2.1 0.2281 | Aes 4.5652
+[2026-08-14 20:02:54] [RANK-0] [INFO] [rank 0] Batch [340/384] | CLIP 30.4937 | LPIPS 0.7507 | Pick 0.2141 | HPSv2 0.2567 | HPSv2.1 0.2281 | Aes 4.5649
+[2026-08-14 20:09:58] [RANK-0] [INFO] [rank 0] Batch [350/384] | CLIP 30.4757 | LPIPS 0.7508 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2281 | Aes 4.5658
+[2026-08-14 20:16:32] [RANK-0] [INFO] [rank 0] Batch [360/384] | CLIP 30.4770 | LPIPS 0.7509 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2281 | Aes 4.5658
+[2026-08-14 20:23:13] [RANK-0] [INFO] [rank 0] Batch [370/384] | CLIP 30.4826 | LPIPS 0.7509 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2282 | Aes 4.5666
+[2026-08-14 20:29:22] [RANK-0] [INFO] [rank 0] Batch [380/384] | CLIP 30.4836 | LPIPS 0.7509 | Pick 0.2140 | HPSv2 0.2566 | HPSv2.1 0.2282 | Aes 4.5670
+[2026-08-14 20:32:03] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
+[2026-08-14 20:32:06] [RANK-0] [INFO] ============================================================
+[2026-08-14 20:32:06] [RANK-0] [INFO]   FID        : 33.689880
+[2026-08-14 20:32:06] [RANK-0] [INFO]   CLIP       : 30.488114
+[2026-08-14 20:32:06] [RANK-0] [INFO]   LPIPS      : 0.750682
+[2026-08-14 20:32:06] [RANK-0] [INFO]   PickScore  : 0.214053
+[2026-08-14 20:32:06] [RANK-0] [INFO]   HPSv2      : 0.256646
+[2026-08-14 20:32:06] [RANK-0] [INFO]   HPSv2.1    : 0.228232
+[2026-08-14 20:32:06] [RANK-0] [INFO]   Aesthetic  : 4.566677
+[2026-08-14 20:32:06] [RANK-0] [INFO] ============================================================
+[2026-08-14 20:32:06] [RANK-0] [INFO] Results saved to ./RESULTS/102flowers/run_002/Eval/eval_results.json

102flowers/sana 0.6/RAD/Eval/eval_results.json

@@ -0,0 +1,16 @@
+{
+    "checkpoint": "RESULTS/102flowers/run_002",
+    "num_samples": 12285,
+    "world_size": 1,
+    "resolution": 512,
+    "fid_dim": 2048,
+    "inf_steps": 10,
+    "guidance": 5.0,
+    "FID": 33.68988037109375,
+    "CLIP": 30.488114276280005,
+    "LPIPS": 0.750681510505577,
+    "PickScore": 0.21405263911984895,
+    "HPSv2": 0.25664641595989685,
+    "HPSv2.1": 0.22823202744526996,
+    "Aesthetic": 4.566677448650201
+}

102flowers/sana 0.6/RAD/scheduler/scheduler_config.json

@@ -0,0 +1,40 @@
+{
+  "_class_name": "FlowMatchEulerDiscreteScheduler",
+  "_diffusers_version": "0.37.1",
+  "algorithm_type": "dpmsolver++",
+  "base_image_seq_len": 256,
+  "base_shift": 0.5,
+  "beta_end": 0.02,
+  "beta_schedule": "linear",
+  "beta_start": 0.0001,
+  "dynamic_thresholding_ratio": 0.995,
+  "euler_at_final": false,
+  "final_sigmas_type": "zero",
+  "flow_shift": 3.0,
+  "invert_sigmas": false,
+  "lambda_min_clipped": -Infinity,
+  "lower_order_final": true,
+  "max_image_seq_len": 4096,
+  "max_shift": 1.15,
+  "num_train_timesteps": 1000,
+  "prediction_type": "flow_prediction",
+  "rescale_betas_zero_snr": false,
+  "sample_max_value": 1.0,
+  "shift": 1.0,
+  "shift_terminal": null,
+  "solver_order": 2,
+  "solver_type": "midpoint",
+  "steps_offset": 0,
+  "stochastic_sampling": false,
+  "thresholding": false,
+  "time_shift_type": "exponential",
+  "timestep_spacing": "linspace",
+  "trained_betas": null,
+  "use_beta_sigmas": false,
+  "use_dynamic_shifting": false,
+  "use_exponential_sigmas": false,
+  "use_flow_sigmas": true,
+  "use_karras_sigmas": false,
+  "use_lu_lambdas": false,
+  "variance_type": null
+}

102flowers/sana 0.6/RAD/text_encoder/config.json

@@ -0,0 +1,68 @@
+{
+  "architectures": [
+    "Gemma2Model"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "attn_logit_softcapping": 50.0,
+  "bos_token_id": 2,
+  "cache_implementation": "hybrid",
+  "dtype": "bfloat16",
+  "eos_token_id": [
+    1,
+    107
+  ],
+  "final_logit_softcapping": 30.0,
+  "head_dim": 256,
+  "hidden_act": "gelu_pytorch_tanh",
+  "hidden_activation": "gelu_pytorch_tanh",
+  "hidden_size": 2304,
+  "initializer_range": 0.02,
+  "intermediate_size": 9216,
+  "layer_types": [
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 8192,
+  "model_type": "gemma2",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 26,
+  "num_key_value_heads": 4,
+  "pad_token_id": 0,
+  "query_pre_attn_scalar": 256,
+  "rms_norm_eps": 1e-06,
+  "rope_parameters": {
+    "rope_theta": 10000.0,
+    "rope_type": "default"
+  },
+  "sliding_window": 4096,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.9.0",
+  "use_bidirectional_attention": null,
+  "use_cache": true,
+  "vocab_size": 256000
+}

102flowers/sana 0.6/RAD/tokenizer/chat_template.jinja

@@ -0,0 +1,4 @@
+{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
+' + message['content'] | trim + '<end_of_turn>
+' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
+'}}{% endif %}

102flowers/sana 0.6/RAD/tokenizer/tokenizer_config.json

@@ -0,0 +1,20 @@
+{
+  "backend": "tokenizers",
+  "bos_token": "<bos>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<eos>",
+  "extra_special_tokens": [
+    "<start_of_turn>",
+    "<end_of_turn>"
+  ],
+  "is_local": false,
+  "local_files_only": false,
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "GemmaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

102flowers/sana 0.6/RAD/transformer/config.json

@@ -0,0 +1,26 @@
+{
+  "_class_name": "SanaTransformer2DModel",
+  "_diffusers_version": "0.37.1",
+  "_name_or_path": "Efficient-Large-Model/Sana_600M_512px_diffusers",
+  "attention_bias": false,
+  "attention_head_dim": 32,
+  "caption_channels": 2304,
+  "cross_attention_dim": 1152,
+  "cross_attention_head_dim": 72,
+  "dropout": 0.0,
+  "guidance_embeds": false,
+  "guidance_embeds_scale": 0.1,
+  "in_channels": 32,
+  "interpolation_scale": null,
+  "mlp_ratio": 2.5,
+  "norm_elementwise_affine": false,
+  "norm_eps": 1e-06,
+  "num_attention_heads": 36,
+  "num_cross_attention_heads": 16,
+  "num_layers": 28,
+  "out_channels": 32,
+  "patch_size": 1,
+  "qk_norm": null,
+  "sample_size": 16,
+  "timestep_scale": 1.0
+}

102flowers/sana 0.6/RAD/vae/config.json

@@ -0,0 +1,92 @@
+{
+  "_class_name": "AutoencoderDC",
+  "_diffusers_version": "0.37.1",
+  "_name_or_path": "Efficient-Large-Model/Sana_600M_512px_diffusers",
+  "attention_head_dim": 32,
+  "decoder_act_fns": "silu",
+  "decoder_block_out_channels": [
+    128,
+    256,
+    512,
+    512,
+    1024,
+    1024
+  ],
+  "decoder_block_types": [
+    "ResBlock",
+    "ResBlock",
+    "ResBlock",
+    "EfficientViTBlock",
+    "EfficientViTBlock",
+    "EfficientViTBlock"
+  ],
+  "decoder_conv_act_fn": "relu",
+  "decoder_in_shortcut": true,
+  "decoder_layers_per_block": [
+    3,
+    3,
+    3,
+    3,
+    3,
+    3
+  ],
+  "decoder_norm_types": "rms_norm",
+  "decoder_qkv_multiscales": [
+    [],
+    [],
+    [],
+    [
+      5
+    ],
+    [
+      5
+    ],
+    [
+      5
+    ]
+  ],
+  "downsample_block_type": "Conv",
+  "encoder_block_out_channels": [
+    128,
+    256,
+    512,
+    512,
+    1024,
+    1024
+  ],
+  "encoder_block_types": [
+    "ResBlock",
+    "ResBlock",
+    "ResBlock",
+    "EfficientViTBlock",
+    "EfficientViTBlock",
+    "EfficientViTBlock"
+  ],
+  "encoder_layers_per_block": [
+    2,
+    2,
+    2,
+    3,
+    3,
+    3
+  ],
+  "encoder_out_shortcut": true,
+  "encoder_qkv_multiscales": [
+    [],
+    [],
+    [],
+    [
+      5
+    ],
+    [
+      5
+    ],
+    [
+      5
+    ]
+  ],
+  "in_channels": 3,
+  "latent_channels": 32,
+  "scaling_factor": 0.41407,
+  "upsample_block_type": "interpolate"
+}