Datasets:

WiktorMatuszek
/

moss-zimage-quantization-benchmarks

Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't write column 'diffusion_seconds': its type in this file is null, because the first 200 values written for it were all None. Set the type of 'diffusion_seconds' with features=, or make sure the first batch written contains a value that is not None.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1549, in _prepare_split_single
                  writer.write(example)
                  ~~~~~~~~~~~~^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 682, in write
                  self.write_examples_on_file()
                  ~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 655, in write_examples_on_file
                  self._write_batch(batch_examples=batch_examples)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 757, in _write_batch
                  self._check_null_column(col, col_values)
                  ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 726, in _check_null_column
                  raise TypeError(
                  ...<3 lines>...
                  )
              TypeError: Couldn't write column 'diffusion_seconds': its type in this file is null, because the first 200 values written for it were all None. Set the type of 'diffusion_seconds' with features=, or make sure the first batch written contains a value that is not None.
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1562, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 805, in finalize
                  self.write_examples_on_file()
                  ~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 655, in write_examples_on_file
                  self._write_batch(batch_examples=batch_examples)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 757, in _write_batch
                  self._check_null_column(col, col_values)
                  ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 726, in _check_null_column
                  raise TypeError(
                  ...<3 lines>...
                  )
              TypeError: Couldn't write column 'diffusion_seconds': its type in this file is null, because the first 200 values written for it were all None. Set the type of 'diffusion_seconds' with features=, or make sure the first batch written contains a value that is not None.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1393, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1571, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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image_id string	run_id string	record_type string	case_id string	prompt string	expected_text string	model string	variant string	seed int64	steps int64	cfg int64	mode string	student bool	compute_override null	width int64	height int64	scale null	upscale_precision null	seconds null	source_seconds null	source_plus_upscale_seconds null	timing_scope string	prompt_encode_seconds null	diffusion_seconds null	decode_seconds null	png_seconds null	upscale_inference_seconds null	peak_allocated_gib null	peak_reserved_gib null	gpu null	torch null	vae_dtype null	encoder null	conditioning_sha256 null	image_sha256 string	source_image_id null	measurement_count int64	human_rating null	human_note null	metrics_json string	parameters_json string
5a8cc1864525e1aab187	moss-image-20261021	historical_references	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	Archived HF reference	HF reference sheet · 3 panels	42	50	3	historical reference	false	null	1,230	470	null	null	null	null	null	Archiwalny arkusz z HF; nie jest pomiarem RTX 5060 Ti	null	null	null	null	null	null	null	null	null	null	null	null	c42e856b640f9ba66b313027cb9edec02b5478876c523a452432b81ed48d2826	null	1	null	null	{}	{"case": "style_02_river_bakery", "seed": 42, "image": "./hf-reference/assets/style_02_river_bakery__seed42__BF16_DIT_ONLY_COMPACT.png", "model": "Archived HF reference", "variant": "HF reference sheet · 3 panels", "label": "HF reference · BF16 / FP8 DiT / compact · 3 panels", "width": 1230, "height": 470, "steps": 50,...
8465106847be051adbff	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	null	42	12	0	null	false	null	1,024	1,024	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	19b8549678f09ad9ef50ee15231ac7145af3ef34619fd44cbc321e780d75d6ef	null	1	null	null	{}	{"backend": "production Z-Image-Turbo", "case": "style_02_river_bakery", "prompt_sha256": "a1e35ff0061c157c623546255044dc6e77cbb03b3c51152a0c4dc639349f19ad", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "seconds_http_including_png": 23.78844833513722, "image": "./zimage_1024x1024_0.png", "sha256": ...
e8ac37f957a1b22e23e6	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	null	42	12	0	null	false	null	1,024	1,024	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	19b8549678f09ad9ef50ee15231ac7145af3ef34619fd44cbc321e780d75d6ef	null	1	null	null	{}	{"backend": "production Z-Image-Turbo", "case": "style_02_river_bakery", "prompt_sha256": "a1e35ff0061c157c623546255044dc6e77cbb03b3c51152a0c4dc639349f19ad", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "seconds_http_including_png": 23.109765041153878, "image": "./zimage_1024x1024_1.png", "sha256":...
34310ad52e855568f889	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	null	42	12	0	null	false	null	1,536	1,152	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	94a1b1d800d56ba37cb15a268d442a0b749a70fb6b774b703e238b81c2c426ed	null	1	null	null	{}	{"backend": "production Z-Image-Turbo", "case": "style_02_river_bakery", "prompt_sha256": "a1e35ff0061c157c623546255044dc6e77cbb03b3c51152a0c4dc639349f19ad", "width": 1536, "height": 1152, "steps": 12, "cfg": 0, "seed": 42, "seconds_http_including_png": 45.77007145900279, "image": "./zimage_1536x1152_2.png", "sha256": ...
ce5d5f8133ce457d2171	moss-image-20261021	quality	pl_01_wrozka	{"summary":{"meta":["photo"],"canvas":"single","caption":"A weathered wooden village road sign on a clear autumn morning, realistic grain and angled warm sunlight."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Wróżka z Łęczycy","bbox":[-195,-360,195,360]}],"bbox_...	Wróżka z Łęczycy	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	8061efd42675eb5dd17325266385f5221c013b106b960d666d9482a2a1d44365	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_01_wrozka", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "2d2d07a73032743586979845f95f07851a44b5809aab4b28afd9b936d8b7dcff", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:29:50.8129...
a6e71c686bf83b52b375	moss-image-20261021	quality	pl_02_zolc	{"summary":{"meta":["photo"],"canvas":"single","caption":"A white porcelain shop sign on a dark green historic facade, softly lit, shallow depth of field."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Żółć gęślą jaźń","bbox":[-195,-360,195,360]}],"bbox_coord_spac...	Żółć gęślą jaźń	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	10163116c9935a6c0d43bd051dd71a01cab8ecdfd4a851e2c551414ae20bede9	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_02_zolc", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "97ce2d1f83ec86467713ea74d9e0c8db02f10913ba1431ea5356ee09ae81b5a2", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:30:20.997619...
45c5c0d263e63307dbdb	moss-image-20261021	quality	pl_03_lodz	{"summary":{"meta":["photo"],"canvas":"single","caption":"A red vintage railway destination plate on a dark blue train, natural weathering."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Łódź – Żyrardów","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_central...	Łódź – Żyrardów	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	ba5ef5ae2fe05678938c9fa9215a4e3dc24fadc9a86e9b7c76a0df915304e3b5	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_03_lodz", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "12fb411985827fb1f29cd500311a1c11655b06bb4264956579579547b8b27782", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:30:42.900768...
8fefc147fe3a575c9438	moss-image-20261021	quality	pl_04_wazny	{"summary":{"meta":["photo"],"canvas":"single","caption":"A folded letterpress invitation on cream textured paper, realistic macro photograph."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Zażółć gęślą jaźń","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_ce...	Zażółć gęślą jaźń	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	bec2b65a30c1200e6673f97a847022f5c58e89a5d27ee65122ff30dd92555f80	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_04_wazny", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e66e47fea697817f7ed9dc550118e94c943c53e9f15a1c16d33a6b746287572d", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:31:04.82668...
627dd4aa316900a3c5d4	moss-image-20261021	quality	pl_05_sprzedaz	{"summary":{"meta":["photo"],"canvas":"single","caption":"Realistic modern storefront with black metal letters on cream marble, overcast outdoor street."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Świeże pączki","bbox":[-195,-360,195,360]}],"bbox_coord_space":"...	Świeże pączki	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	879486f0700c1d064466c16f939df739d84b72d2cd9c1d891b9315db17818b9c	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_05_sprzedaz", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0d14212e6ec85499bfb2b49558558b1e3f649bc3d35bf2bfc2bc3decdf33ecd4", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:31:26.73...
f1d5731af5a70751c5f3	moss-image-20261021	quality	pl_06_jezyk	{"summary":{"meta":["photo"],"canvas":"single","caption":"A handwritten memo on a study desk beside a mechanical pencil and a cup of tea."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Książę i księżniczka","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_cent...	Książę i księżniczka	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	9783d2a4a30b11b36c08b47827e179dedf0296871509a461b21e8a2feba1123f	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_06_jezyk", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e0580c39685f00584f3e7a949191eb950c3e5220bc7121906052fd70993a1d85", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:31:48.64104...
940f50041d6b7e2e140b	moss-image-20261021	quality	pl_07_dwa_wiersze	{"summary":{"meta":["photo"],"canvas":"single","caption":"A square enamel noticeboard on a historic Kraków street, two rows separated by a line break."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"GÓRA\nŁÓDŹ","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_c...	GÓRA ŁÓDŹ	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	5d6547556bf958fa1bad93094f5acc0c140f4a2d3687b93a11f624f375618301	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_07_dwa_wiersze", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "934b8aabe9823c2efa5ac6b2903f59adb561f26c90681dc479ec3c583baae07f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:32:11...
139974828960227c10c9	moss-image-20261021	quality	pl_08_long	{"summary":{"meta":["photo"],"canvas":"single","caption":"A crisp printed museum exhibit label on matte ivory paper, in a glass display case."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Pchnąć w tę łódź jeża","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs...	Pchnąć w tę łódź jeża	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	47b7a324a40d6da3ccb730640ec796eb49111b615a3861cac65b2720a47801c3	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_08_long", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "6a54b9990d86b597dd8f51cbb691cdd372ec965357eb5d6e53e93cad6c3dcf6d", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:32:33.357484...
2db053a55c9460f8db0f	moss-image-20261021	quality	en_01_cafe	{"summary":{"meta":["photo"],"canvas":"single","caption":"An elegantly lit downtown coffee shop with warm cinematic reflections and a legible neon window sign."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"FRESH COFFEE","bbox":[-195,-360,195,360]}],"bbox_coord_sp...	FRESH COFFEE	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	40e50a3b90730fab650f75bad948017de26a8e59f1039d835c883e900752f7ac	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_01_cafe", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "fa0e94d5757d455f4ce706f7a75de6b8ddb215849721974ec15cc0203cbf8f73", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:32:55.354450...
01ccf65d6ea08413dc69	moss-image-20261021	quality	en_02_studio	{"summary":{"meta":["photo"],"canvas":"single","caption":"A minimalist photography studio product photo of a brushed aluminum sign."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"OPEN TODAY","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_centralized","bbox_f...	OPEN TODAY	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	cb9f2454d8bea7c627d67b6f4e47f0c94809091040b6cfae394a03e024825532	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_02_studio", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "12664d667c2f84f5331393b9cb57e0c693ccbcc27cf7128dabedd831072306c7", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:33:17.2609...
b6ecc130e94b4f243c6c	moss-image-20261021	quality	en_03_poster	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-contrast modern gig poster pasted to a rainy concrete wall."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"MIDNIGHT RADIO","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_centralized","bbox_form...	MIDNIGHT RADIO	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	0f4f572123c739938c1d9a101d3b7918c136a0b02b707a932aee54b9ff787e36	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_03_poster", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "729375a15fdef7599e1eaf2980959b985836209f601f10d0204c5fbc7c28f64f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:33:39.4713...
277149709c4c2feedcd6	moss-image-20261021	quality	notext_01_blank	A photograph of a completely blank unpainted wooden sign in a mountain meadow. No lettering, no symbols, no logo, absolutely no writing.	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	db6a35bfa67e4623c3ddb70ac89cf6560dfe0da045c7ef5c332649705a946844	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "notext_01_blank", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "28f036eeecb2d1a4a74e059b8ff5f0a058df0a3d53f9b156c0753268f01ccffa", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:34:01.6...
748fa0bdffb253786fdc	moss-image-20261021	quality	notext_02_ceramics	Professional studio photograph of three glazed ceramic bowls, a folded linen napkin and dramatic soft shadows. No symbols or text anywhere.	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	b9c9a40ec31adbd442c19e3d9904e6609da12b2e4d6f4bfd085c00a14bd78dea	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "notext_02_ceramics", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "532491da58e971de2a000ecdb2ffcc93ba69b771802555f9cbdd9ebe50d52f71", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:34:2...
17c0a85548a0b71d47f0	moss-image-20261021	quality	scene_01_city	Photorealistic rainy cobblestone alley at blue hour with cinematic reflections, a parked bicycle, mossy stonework and warm windows, no readable writing.	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2e0af01dd67db3e951b75e0fa598259dd5658a942f2654b04188f64968ae4529	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_01_city", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "9709007333c48c65f67896c26c0d3204f161dc9adb0c39153e9ddfdc5a1b7127", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:34:46.093...
a4b2f19bd937ffc76c30	moss-image-20261021	quality	scene_02_portrait	Detailed editorial photograph of a curly-haired woman in a yellow raincoat standing in a misty forest, atmospheric light, natural face, no text.	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	dbda0a7c537a241623a947e1361e7ec935f6685d1423d6b8dd56b762182619eb	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_02_portrait", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0bb4f670bf4bdf2b38660a21ed64147ba3fe28ec5232c2c72a12b9ed50eae14b", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:35:08...
dcfefd5ea5bd870e0b31	moss-image-20261021	quality	scene_03_architecture	Brutalist concrete library in fog at dawn, strong geometry, fine-grain analog photographic realism, tiny plants in the foreground, no lettering.	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	557ebff69b229c64d4003f278577261208884910302080ea47f8fb338bb1b550	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_03_architecture", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "776103dcc22d9701407bbcdbb6e72db67195ba1ec5c83d4c43465b5c090f4dca", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:3...
255cde41cd489a1f0ea4	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	91843ce61a40176585a2dae6636349aacd001c76231a7c4ce76e7656b7913193	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "style_01_anime_woman", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0b3d71d7d3d058817658c50227f3fd766bd3d660bebe1e0545eb9e7064cd2289", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:35...
27db958fc69472ab064c	moss-image-20261021	quality	pl_natural_paczki	A photorealistic Polish bakery storefront in soft morning light. Its large main sign must read exactly: ŚWIEŻE PĄCZKI. Preserve every Polish diacritic. Dark wood, gold serif letters, pastries behind glass, realistic reflections. No other text, logos or watermarks.	ŚWIEŻE PĄCZKI	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	0915f493facf642233cf17520585039e4ec3a737f7bdd514290add2c75d10634	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_natural_paczki", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "2f2bd73b09b37eec803b6d3f9d88fa35dacb0c8d352f6888802bb49f4296aead", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:36:15...
f6603f5e2a2573db0688	moss-image-20261021	quality	pl_menu_prices	A clean straight-on photograph of an elegant Polish cafe menu board. Exactly three lines, spelled precisely: MENU Kawa 12,50 zł Pączek 7,00 zł Readable chalk lettering, correct Polish letters and decimal commas. Simple light wall, no other text.	MENU Kawa 12,50 zł Pączek 7,00 zł	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	345f2746fcba3c4872f5d13bb097495e6a1a7bdffefec57586865ef8eaed1ed9	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_menu_prices", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "836c3bcd25cc8f5a28a98fda5d082ce587039dcb9263f36da58c97c415e1601b", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:36:38.13...
6fba311872b01326ed6f	moss-image-20261021	quality	pl_poster_multiline	A professionally designed Polish autumn cultural event poster, clear sophisticated typography, warm orange and navy graphic leaves. Render exactly three legible lines: JESIEŃ W ŁODZI 21 PAŹDZIERNIKA WSTĘP WOLNY Correct Polish diacritics, balanced spacing, no additional words or watermarks.	JESIEŃ W ŁODZI 21 PAŹDZIERNIKA WSTĘP WOLNY	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	6a9515776d15e7dc5ea91c20eedf1df40e070e7db2fdc903864f1441738de77e	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_poster_multiline", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e9f32b5a3bc796de96f1b199182702faac7dfdeab1798d85799e820b1092c6f8", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:37:...
69f502e2a86ca3601fe8	moss-image-20261021	quality	pl_long_sentence	An editorial photograph of a cream postcard on a wooden desk with a pen and soft side light. The postcard has one clearly readable handwritten Polish sentence, exactly: Zażółć gęślą jaźń – piękny dzień w Łodzi! Preserve all letters, diacritics, punctuation and spaces. No other text.	Zażółć gęślą jaźń – piękny dzień w Łodzi!	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	d1779cbb7674edeb6bbde6d2ef46839d257076d000852dbf525a648a2fe863cf	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_long_sentence", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "42cdd9f49317e3a8a71484e31487bb412a61c0594d34d3e18900e94ca64b3478", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T17:37:22....
c3400ca975221d02d61a	moss-image-20261021	quality	pl_01_wrozka	{"summary":{"meta":["photo"],"canvas":"single","caption":"A weathered wooden village road sign on a clear autumn morning, realistic grain and angled warm sunlight."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Wróżka z Łęczycy","bbox":[-195,-360,195,360]}],"bbox_...	Wróżka z Łęczycy	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	be2a49832d14b82e3cbbfa7846a85c04d9217fd6b183336f426c7b8b778af3c1	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_01_wrozka", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "2d2d07a73032743586979845f95f07851a44b5809aab4b28afd9b936d8b7dcff", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:37:44.69...
d41570c28100a135382a	moss-image-20261021	quality	pl_02_zolc	{"summary":{"meta":["photo"],"canvas":"single","caption":"A white porcelain shop sign on a dark green historic facade, softly lit, shallow depth of field."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Żółć gęślą jaźń","bbox":[-195,-360,195,360]}],"bbox_coord_spac...	Żółć gęślą jaźń	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	b315278456c1ca7cf6e66a85f6afdfb854e152b242ca174886bc2e04c6de20aa	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_02_zolc", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "97ce2d1f83ec86467713ea74d9e0c8db02f10913ba1431ea5356ee09ae81b5a2", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:38:07.0319...
d1a73516022086d566e8	moss-image-20261021	quality	pl_03_lodz	{"summary":{"meta":["photo"],"canvas":"single","caption":"A red vintage railway destination plate on a dark blue train, natural weathering."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Łódź – Żyrardów","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_central...	Łódź – Żyrardów	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	8d4445972c6c50fd8c5312eefc7c3c958ab79cda52794e072097fe690223e2ac	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_03_lodz", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "12fb411985827fb1f29cd500311a1c11655b06bb4264956579579547b8b27782", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:38:29.4098...
5030e09154776f58064f	moss-image-20261021	quality	pl_04_wazny	{"summary":{"meta":["photo"],"canvas":"single","caption":"A folded letterpress invitation on cream textured paper, realistic macro photograph."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Zażółć gęślą jaźń","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_ce...	Zażółć gęślą jaźń	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2791c82d52fcb7d52808536b9e258f96c2f62e08b152b2b5b318f42dd016b8ec	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_04_wazny", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e66e47fea697817f7ed9dc550118e94c943c53e9f15a1c16d33a6b746287572d", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:38:51.761...
193d74122e0ab01b9f60	moss-image-20261021	quality	pl_05_sprzedaz	{"summary":{"meta":["photo"],"canvas":"single","caption":"Realistic modern storefront with black metal letters on cream marble, overcast outdoor street."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Świeże pączki","bbox":[-195,-360,195,360]}],"bbox_coord_space":"...	Świeże pączki	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	6e9f3dbe9a8d2484af1f63c18bb3218fcf650a128f2232f80e355363fa4eff6f	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_05_sprzedaz", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0d14212e6ec85499bfb2b49558558b1e3f649bc3d35bf2bfc2bc3decdf33ecd4", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:39:14....
d69c77d8c6246320a34c	moss-image-20261021	quality	pl_06_jezyk	{"summary":{"meta":["photo"],"canvas":"single","caption":"A handwritten memo on a study desk beside a mechanical pencil and a cup of tea."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Książę i księżniczka","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_cent...	Książę i księżniczka	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	d844ea111e9513027b09013dec991327cfd25296bba8baa72704268ea9ec2a5c	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_06_jezyk", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e0580c39685f00584f3e7a949191eb950c3e5220bc7121906052fd70993a1d85", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:39:36.528...
873b04252b874d6c22fe	moss-image-20261021	quality	pl_07_dwa_wiersze	{"summary":{"meta":["photo"],"canvas":"single","caption":"A square enamel noticeboard on a historic Kraków street, two rows separated by a line break."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"GÓRA\nŁÓDŹ","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_c...	GÓRA ŁÓDŹ	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	5fcafcaf836272170d94799f065d4fa8e361ac26aeb864275db33f18016d67b4	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_07_dwa_wiersze", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "934b8aabe9823c2efa5ac6b2903f59adb561f26c90681dc479ec3c583baae07f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:39:...
ae96976f7f93c403a003	moss-image-20261021	quality	pl_08_long	{"summary":{"meta":["photo"],"canvas":"single","caption":"A crisp printed museum exhibit label on matte ivory paper, in a glass display case."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"Pchnąć w tę łódź jeża","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs...	Pchnąć w tę łódź jeża	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	13b1d7452556299b90c741890c10047850dd17cc33be9fc8a4e9ec5d6fb1ff67	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_08_long", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "6a54b9990d86b597dd8f51cbb691cdd372ec965357eb5d6e53e93cad6c3dcf6d", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:40:21.2281...
7202607675ef8cf717c8	moss-image-20261021	quality	en_01_cafe	{"summary":{"meta":["photo"],"canvas":"single","caption":"An elegantly lit downtown coffee shop with warm cinematic reflections and a legible neon window sign."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"FRESH COFFEE","bbox":[-195,-360,195,360]}],"bbox_coord_sp...	FRESH COFFEE	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	d6386f12dea9a9f7bbe715945468e9c110a9b180044717559ea1c858f45e896c	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_01_cafe", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "fa0e94d5757d455f4ce706f7a75de6b8ddb215849721974ec15cc0203cbf8f73", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:40:43.6169...
c47405f822bbfee3500f	moss-image-20261021	quality	en_02_studio	{"summary":{"meta":["photo"],"canvas":"single","caption":"A minimalist photography studio product photo of a brushed aluminum sign."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"OPEN TODAY","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_centralized","bbox_f...	OPEN TODAY	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	a951d65d3c8dfd112ef2ddf8a64387286a0205d0f0dc09dbbf73147d8c3b8684	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_02_studio", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "12664d667c2f84f5331393b9cb57e0c693ccbcc27cf7128dabedd831072306c7", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:41:05.98...
815df9f598e8cabd35e7	moss-image-20261021	quality	en_03_poster	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-contrast modern gig poster pasted to a rainy concrete wall."},"items":[{"label":"text","caption":"photorealistic sign with sharply defined painted glyphs","text":"MIDNIGHT RADIO","bbox":[-195,-360,195,360]}],"bbox_coord_space":"abs_centralized","bbox_form...	MIDNIGHT RADIO	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	be1c4623fe9046809fb903a9c2c3de08258f3b0b8e51b4b421bd92ae1872ad14	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "en_03_poster", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "729375a15fdef7599e1eaf2980959b985836209f601f10d0204c5fbc7c28f64f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:41:28.19...
fb7480b2277cfd582fc2	moss-image-20261021	quality	notext_01_blank	A photograph of a completely blank unpainted wooden sign in a mountain meadow. No lettering, no symbols, no logo, absolutely no writing.	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	5571003902921b4ded08a2c786a947f4494bbfc5f01bf4afc38bb28e0b020884	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "notext_01_blank", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "28f036eeecb2d1a4a74e059b8ff5f0a058df0a3d53f9b156c0753268f01ccffa", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:41:50...
aa81061b9e8442d34bdb	moss-image-20261021	quality	notext_02_ceramics	Professional studio photograph of three glazed ceramic bowls, a folded linen napkin and dramatic soft shadows. No symbols or text anywhere.	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2509a204666412e20b232cfba75757110bde3940419c4e97dbf5115678743292	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "notext_02_ceramics", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "532491da58e971de2a000ecdb2ffcc93ba69b771802555f9cbdd9ebe50d52f71", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:42...
7eb6d155a00ba031f144	moss-image-20261021	quality	scene_01_city	Photorealistic rainy cobblestone alley at blue hour with cinematic reflections, a parked bicycle, mossy stonework and warm windows, no readable writing.	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	f3ceabcdfdfe3f39f64da6206c5c81f6d1d23a819bddf36b28dfa0e96b2048bd	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_01_city", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "9709007333c48c65f67896c26c0d3204f161dc9adb0c39153e9ddfdc5a1b7127", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:42:34.7...
4d3546fed067a4d5bf60	moss-image-20261021	quality	scene_02_portrait	Detailed editorial photograph of a curly-haired woman in a yellow raincoat standing in a misty forest, atmospheric light, natural face, no text.	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	dd81baf1c60cce17b68feead47ec3133cf812cddcca30421e42f019eeb79fa3d	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_02_portrait", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0bb4f670bf4bdf2b38660a21ed64147ba3fe28ec5232c2c72a12b9ed50eae14b", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:42:...
673b8e75b12296bcb5f5	moss-image-20261021	quality	scene_03_architecture	Brutalist concrete library in fog at dawn, strong geometry, fine-grain analog photographic realism, tiny plants in the foreground, no lettering.	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	ce3e39f9112c87bc5ca05630fb80ce1ff1a25db8e92d0333b4ba66ae66fd4105	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "scene_03_architecture", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "776103dcc22d9701407bbcdbb6e72db67195ba1ec5c83d4c43465b5c090f4dca", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17...
e779cab7aec33c0a85f0	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	0c242b59a9c829f247ca3d5fadc031f16a136caf25b34830a65b910d4107624c	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "style_01_anime_woman", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "0b3d71d7d3d058817658c50227f3fd766bd3d660bebe1e0545eb9e7064cd2289", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:...
5ad2ff406235d9a2f261	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	0608a341c6b619acecad25bf7250e9d5496f930a7a1f7b6e2cb46b54bd921a8e	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "style_02_river_bakery", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "a1e35ff0061c157c623546255044dc6e77cbb03b3c51152a0c4dc639349f19ad", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17...
65140a916702aa6c5047	moss-image-20261021	quality	pl_natural_paczki	A photorealistic Polish bakery storefront in soft morning light. Its large main sign must read exactly: ŚWIEŻE PĄCZKI. Preserve every Polish diacritic. Dark wood, gold serif letters, pastries behind glass, realistic reflections. No other text, logos or watermarks.	ŚWIEŻE PĄCZKI	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	5bbc141ed65eda2cd7e8a7c490448fc6b5d0019d52c2d1a1dc473ee1edb180c6	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_natural_paczki", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "2f2bd73b09b37eec803b6d3f9d88fa35dacb0c8d352f6888802bb49f4296aead", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:44:...
9419c818986164b1f407	moss-image-20261021	quality	pl_menu_prices	A clean straight-on photograph of an elegant Polish cafe menu board. Exactly three lines, spelled precisely: MENU Kawa 12,50 zł Pączek 7,00 zł Readable chalk lettering, correct Polish letters and decimal commas. Simple light wall, no other text.	MENU Kawa 12,50 zł Pączek 7,00 zł	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	8ab93a45e57b70a76f9f511bb084321006b3becd79e41520b6cb3dbefd5badbe	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_menu_prices", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "836c3bcd25cc8f5a28a98fda5d082ce587039dcb9263f36da58c97c415e1601b", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:45:11....
a77c482643e5f65c486c	moss-image-20261021	quality	pl_poster_multiline	A professionally designed Polish autumn cultural event poster, clear sophisticated typography, warm orange and navy graphic leaves. Render exactly three legible lines: JESIEŃ W ŁODZI 21 PAŹDZIERNIKA WSTĘP WOLNY Correct Polish diacritics, balanced spacing, no additional words or watermarks.	JESIEŃ W ŁODZI 21 PAŹDZIERNIKA WSTĘP WOLNY	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	e2b5bdebc5531997777f90e461df83b0a51bdc3b7a0582915a40189f827d5b93	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_poster_multiline", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e9f32b5a3bc796de96f1b199182702faac7dfdeab1798d85799e820b1092c6f8", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:4...
5a43e093d68f3ead3433	moss-image-20261021	quality	pl_long_sentence	An editorial photograph of a cream postcard on a wooden desk with a pen and soft side light. The postcard has one clearly readable handwritten Polish sentence, exactly: Zażółć gęślą jaźń – piękny dzień w Łodzi! Preserve all letters, diacritics, punctuation and spaces. No other text.	Zażółć gęślą jaźń – piękny dzień w Łodzi!	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	def3a648251358eea6461e84d7f09f2702e9aac361e99e2efebd35776aef979c	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "pl_long_sentence", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "42cdd9f49317e3a8a71484e31487bb412a61c0594d34d3e18900e94ca64b3478", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T17:45:5...
46073d99beaad8e537b8	moss-image-20261021	quality	bakery_plain_en	A photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood, large glass windows with city reflections, golden croissants and artisan breads, brass lamps, stone sidewalk and tree shadows. One large gold serif sign must read exactly RIVER BAKERY. Spell every let...	RIVER BAKERY	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	95f3c54de1c036adf198f67116f59ad627e0cff8cd8d3864e9042b9d72654822	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "bakery_plain_en", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "44422f55b9c34a0f1aba23f6619d6d912a9251b84f3af2bc6393d8f58aba820f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T18:02:54.1...
59036a4295654c2e658d	moss-image-20261021	quality	bakery_plain_pl	Fotorealistyczne zdjęcie eleganckiej europejskiej piekarni w ciepłym świetle dnia. Ciemna drewniana fasada, duże szklane witryny z odbiciami miasta, złociste rogaliki i chleby, mosiężne lampy, kamienny chodnik i cienie drzew. Duży złoty szyld ma zawierać dokładnie napis: RIVER BAKERY. Zachowaj wszystkie litery i spację...	RIVER BAKERY	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	285330d485e51c0f669072812c9b8a9c4a39f4d9e757b6faf0fb4e522be2cfd7	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "bakery_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "c01e54a6d53fc18ff87f0ff3d1d074c894e378e512037fa8be6f5c420ec8df49", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T18:03:22.4...
0a29802dfaa1fb04f193	moss-image-20261021	quality	paczki_plain_pl	Fotorealistyczne zdjęcie polskiej cukierni w miękkim porannym świetle. Nad witryną jeden wyraźny szyld z dokładnym napisem: ŚWIEŻE PĄCZKI. Zachowaj polskie znaki Ś, Ż, Ą. Ciemne drewno, złote litery szeryfowe, pączki za szkłem i realistyczne odbicia. Bez dodatkowych napisów.	ŚWIEŻE PĄCZKI	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	d0933fadb439cf0022cd19e277b0ab2ecff9ee698fda602554704bbad91814b7	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "paczki_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e11132e5e89dab971651578758ab516d98e8a89b3af6b992e719ff02409af22c", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T18:03:45.5...
a1d66d92427f228fc5ea	moss-image-20261021	quality	menu_plain_pl	Zdjęcie tablicy z menu polskiej kawiarni, widok na wprost, prosta jasna ściana i czytelne kredowe litery. Na tablicy mają być dokładnie trzy wiersze: MENU Kawa 12,50 zł Pączek 7,00 zł Zachowaj polskie litery, przecinki w cenach i odstępy. Bez dodatkowych napisów.	MENU Kawa 12,50 zł Pączek 7,00 zł	Z-Image-Turbo	Z-Image-Turbo	42	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2b155b3cad82171fb656df2d2a0f7ae8f2a138edef1d8031f0469fc9361b80c9	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "menu_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "ecb6b45818e51a94009f5e96927974aec0132a3530b33022398ef29a6e179c3f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 42, "started_at": "2026-10-21T18:04:07.935...
39e5d7dd0f18d8b90df4	moss-image-20261021	quality	bakery_plain_en	A photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood, large glass windows with city reflections, golden croissants and artisan breads, brass lamps, stone sidewalk and tree shadows. One large gold serif sign must read exactly RIVER BAKERY. Spell every let...	RIVER BAKERY	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	3d29e3b057a6eb277c90bc5baa80160072b5286abf0259621c7b3d9d515d1af9	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "bakery_plain_en", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "44422f55b9c34a0f1aba23f6619d6d912a9251b84f3af2bc6393d8f58aba820f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T18:04:30...
8d9b3b9365f3569514a0	moss-image-20261021	quality	bakery_plain_pl	Fotorealistyczne zdjęcie eleganckiej europejskiej piekarni w ciepłym świetle dnia. Ciemna drewniana fasada, duże szklane witryny z odbiciami miasta, złociste rogaliki i chleby, mosiężne lampy, kamienny chodnik i cienie drzew. Duży złoty szyld ma zawierać dokładnie napis: RIVER BAKERY. Zachowaj wszystkie litery i spację...	RIVER BAKERY	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	38e267e8c4a3e5d692b281208a7790a88df9fe65d4b58eddf490829b44c6f13a	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "bakery_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "c01e54a6d53fc18ff87f0ff3d1d074c894e378e512037fa8be6f5c420ec8df49", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T18:04:52...
54334a4c59b0377176b5	moss-image-20261021	quality	paczki_plain_pl	Fotorealistyczne zdjęcie polskiej cukierni w miękkim porannym świetle. Nad witryną jeden wyraźny szyld z dokładnym napisem: ŚWIEŻE PĄCZKI. Zachowaj polskie znaki Ś, Ż, Ą. Ciemne drewno, złote litery szeryfowe, pączki za szkłem i realistyczne odbicia. Bez dodatkowych napisów.	ŚWIEŻE PĄCZKI	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	0a2c1e62003e4e000ce0347ddab55e52c0cd45e012df92ead908aad45e789fb3	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "paczki_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "e11132e5e89dab971651578758ab516d98e8a89b3af6b992e719ff02409af22c", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T18:05:15...
7bf3e217666e06af4cfb	moss-image-20261021	quality	menu_plain_pl	Zdjęcie tablicy z menu polskiej kawiarni, widok na wprost, prosta jasna ściana i czytelne kredowe litery. Na tablicy mają być dokładnie trzy wiersze: MENU Kawa 12,50 zł Pączek 7,00 zł Zachowaj polskie litery, przecinki w cenach i odstępy. Bez dodatkowych napisów.	MENU Kawa 12,50 zł Pączek 7,00 zł	Z-Image-Turbo	Z-Image-Turbo	2,026	12	0	production	false	null	1,024	1,024	null	null	null	null	null	HTTP + Qwen + generation + PNG	null	null	null	null	null	null	null	null	null	null	null	null	b074f3fec731aec53ecf28db1bfd3bf815225d690cd1517ad2d27a3a72a08d5b	null	1	null	null	{}	{"status": "ok", "backend": "production Z-Image-Turbo", "case": "menu_plain_pl", "variant": "Z-Image-Turbo", "mode": "production", "prompt_sha256": "ecb6b45818e51a94009f5e96927974aec0132a3530b33022398ef29a6e179c3f", "width": 1024, "height": 1024, "steps": 12, "cfg": 0, "seed": 2026, "started_at": "2026-10-21T18:05:37.8...
15ea736744692742c046	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	bf16-original	42	50	3	eager	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	3f811a06248f65e2ad57ab5c30bb52fd4146e1cc3a5e946ab798700602ee2b23	null	1	null	null	{}	{"variant": "bf16-original", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.10.0", "torchao": "0.15.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "tim...
b8d8ada53494cfe20f4a	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	fp8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	20d1d38c2200ae29d63c7514739a3afbf6b3a0540bf3d9e2ca54f3b716b9503d	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "t...
b08acb6a5c86e87ead4c	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	fp8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	20d1d38c2200ae29d63c7514739a3afbf6b3a0540bf3d9e2ca54f3b716b9503d	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "t...
5a4a0754bb6e0a297557	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	fp8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	a2ccb19b267a040b471544f35642e997ff5b05cf4e45f241b5fb61cf52eebee1	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "t...
4a8509da4251815eba88	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	fp8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	a2ccb19b267a040b471544f35642e997ff5b05cf4e45f241b5fb61cf52eebee1	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "t...
088992279d694c6f65ec	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	fp8wo-core	42	50	3	compile	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2584a20f68b6a3067756597e50f399abf7354fe528512457b4f09e2d2a57f67e	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "compile", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", ...
e1b30b210894f54d2caf	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	fp8wo-core	42	50	3	compile	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	d78c0e9eaf752404d2bbc80bbdcd06e8696085e56a96509491cedb7e725c305d	null	1	null	null	{}	{"variant": "fp8wo-core", "mode": "compile", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", ...
de52fbfdf929940f0781	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	int8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	281d4719f236ddddb28e6e46b016b74a8dea7b2994d1ceebb6dca4f627d93dbd	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "...
3ada57b788a065277443	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	int8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	281d4719f236ddddb28e6e46b016b74a8dea7b2994d1ceebb6dca4f627d93dbd	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "...
827847d09cc959e73d57	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	int8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	bf72a6193ff3dd2296e912e7c52c0665451d7dda4a36302a3d025f41db9f020d	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "...
e1f0f34b3bd5d5381804	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	int8wo-core	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	bf72a6193ff3dd2296e912e7c52c0665451d7dda4a36302a3d025f41db9f020d	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "...
91824ac9703328f355ab	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	fp8wo-max	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	00f084ee870875c685a1b4deba364a189c33bdb5d852fa2c9113b60f6fb57bba	null	1	null	null	{}	{"variant": "fp8wo-max", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "ti...
60e50d2b6e9654fe4baf	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	fp8wo-max	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	00f084ee870875c685a1b4deba364a189c33bdb5d852fa2c9113b60f6fb57bba	null	1	null	null	{}	{"variant": "fp8wo-max", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "ti...
7838e9f3c0cdcd0d3428	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	fp8wo-max	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	cf1c3ea6f93b9356af000d5cfb7b2b579712740f6c4c9455500c3135929ac10b	null	1	null	null	{}	{"variant": "fp8wo-max", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "ti...
f4a255890a2bb273681f	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	fp8wo-max	42	4	1	eager	true	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	cf1c3ea6f93b9356af000d5cfb7b2b579712740f6c4c9455500c3135929ac10b	null	1	null	null	{}	{"variant": "fp8wo-max", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "ti...
7c3c63a1b4f9be0ab263	moss-image-20261021	quality	style_01_anime_woman	An original, high-quality anime illustration, cinematic medium portrait of an adult young woman aged 24 with expressive violet eyes and long dark brown hair flowing naturally in the evening breeze, detailed individual hair strands and delicate accessories, wearing a layered fashionable dark blue jacket and light blouse...	null	MOSS-Image-SFT	int8wo-core	42	50	3	compile	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	6d462d8f9877c14982fafc7907a6e4e93b724ce198c21ac5879f6b2cd74f4137	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "compile", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16",...
8c5bf4848d82a402eb68	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	int8wo-core	42	50	3	compile	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	2439972a6a16e0e93ce78911fe8b87a3c6ce43d933e716e6b3e1ecc95026b95d	null	1	null	null	{}	{"variant": "int8wo-core", "mode": "compile", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.7.0+cu128", "torchao": "0.12.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16",...
75582a8adac47f46b134	moss-image-20261021	quality	style_02_river_bakery	{"summary":{"meta":["photo"],"canvas":"single","caption":"A high-end photorealistic editorial photograph of a boutique European bakery storefront in warm daylight. Charcoal painted wood facade, large glass windows with layered city reflections, intricate golden croissants, artisan breads in a display, elegant brass lam...	RIVER BAKERY	MOSS-Image-SFT	bf16-original	42	50	3	eager	false	null	1,024	1,024	null	null	null	null	null	cached conditioning; diffusion + VAE + PNG	null	null	null	null	null	null	null	null	null	null	null	null	3c6e2f683d2dad26a42db0330152a5895c25621eab067fc416eb1d67af3cbfd0	null	1	null	null	{"PSNR dB vs BF16": "identical", "SSIM vs BF16": 1.0, "RGB MAE vs BF16": 0.0}	{"variant": "bf16-original", "mode": "eager", "source_revision": "fc5de0d56fc910cbca6f6625a70f5f582b26deb1", "gpu": "NVIDIA GeForce RTX 5060 Ti", "sm": [12, 0], "versions": {"torch": "2.10.0", "torchao": "0.15.0", "diffusers": "0.38.0", "transformers": "5.12.1", "accelerate": "1.12.0"}, "encoder": "original_bf16", "tim...

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MOSS-Image-SFT and Z-Image — quantization evidence

Single research archive for source-matched generative-image benchmarks: original MOSS-SFT DiT quantizations, original Qwen/VAE precision conversions, Polish glyphs, scene retention and independent Z-Image Turbo runs. Contains authentic PNGs, parameters, seeds, measured latency/allocator values, SHA-256 and diagnostic records. No speedup or text-correctness claim follows from file size or image similarity alone.

How to read these reference examples

These PNG/JPG images and descriptive measurements are reference examples, not a standardized leaderboard or dataset-loader API. Browse the gallery and associated results in Files and versions; reproducing the experiments is not required to try any checkpoint.

Some samples intentionally show misspellings, changed compositions and failed runs. They are not a certified-quality showcase.

License and provenance: This dataset's original curation, generated samples, associated results and metadata are released under Apache License 2.0 by the dataset publisher. The underlying MOSS-Image-SFT and Z-Image-Turbo source models use Apache-2.0. Any third-party content (including the one archived historical HF comparison sheet in historical_references/) is supplied as reference material; its pre-existing rights are not relicensed by this dataset. Users should verify rights before independently redistributing third-party imagery.

Results depend on the hardware, sampler, step count, seed, encoder and precision. Do not merge the original 50-step SFT, experimental 10-step DPM++2M and four-step student-adapter trials into one speed or image-quality ranking. PSNR, SSIM and LPIPS indicate divergence from a reference; they do not score Polish spelling, readability, aesthetics or compatibility with a new GPU.

All eleven component releases are experimental. See each model card for format-specific validation gaps and further-testing recommendations. Missing native-kernel validation means unverified on the recorded setup, not a universal incompatibility.

Checkpoint comparison

All eight DiT files derive from OpenMOSS-Team/MOSS-Image-SFT at fc5de0d56fc910cbca6f6625a70f5f582b26deb1 and preserve the original model (50-step reference). All use actual TorchAO checkpoint serialization, not a student/LoRA export.

DiT checkpoint	Weight GiB	Quantized Linear	Reference evidence and testing status
INT8-WO-Core	5.470	228/269	5 SFT50 pairs; broader text/visual testing recommended
FP8-WO-Core	5.463	228/269	5 SFT50 pairs; broader text/visual testing recommended
FP8-WO-Max	4.739	269/269	5 SFT50 pairs; broader visual testing recommended
FP8-W8A8-Row-Core	5.464	228/269	Original SFT50 image test unavailable; native runtime requires testing
FP8-W8A8-Row-Max	4.739	269/269	Original SFT50 image test unavailable; native runtime requires testing
FP8-W8A8-Tensor-Core	5.459	228/269	4 original SFT50 images on SM120; additional tests required
NVFP4-Core	3.706	228/269	No validated native FP4 SFT50 images; native runtime requires testing
NVFP4-Max	2.663	269/269	No validated native FP4 SFT50 images; native runtime requires testing

BF16 original DiT storage: 9.467 GiB. Storage size is not full pipeline size, resident GPU VRAM or execution throughput. W8A8 and NVFP4 native kernel support was missing in the recorded SM80 original-50-step benchmark, not on every GPU universally.

Independent original components: Qwen FP8-WO, VAE FP16, VAE BF16.

Original full SFT — 50-step, seed-matched smoke test

5 images at 1024px, CFG 3 and seed 42, original model sampler, CMP 170HX / SM80. Median latency and peak allocated CUDA are scope-specific; quality metrics measure distance to BF16.

Checkpoint	Median s/image	Peak CUDA allocated GiB	SSIM vs BF16 ↑	LPIPS ↓
BF16 original	53.176	12.542	Reference	Reference
INT8-WO Core	58.824	8.544	0.89499	0.05729
FP8-WO Core	63.361	8.538	0.84926	0.08454
FP8-WO Max	65.320	7.816	0.78998	0.10494

Further source-matched grids and absolute difference maps.

Independent experimental 10-step study

DPM++2M10, 1024px, CFG 3, seed 42; 16 real images per variant. Not the original 50-step SFT protocol and not the 4-step student adapter. Same CMP 170HX / SM80 environment.

DiT	Median s/image	Median CUDA reserved GiB	SSIM vs BF16 ↑	Learned LPIPS ↓
Original BF16	11.029	14.156	Reference	Reference
INT8-WO Core	12.074	10.344	0.9097	0.053268
FP8-WO Core	12.991	10.490	0.8559	0.073368

On this setup the packed models saved reserved CUDA memory but did not beat BF16 on runtime. Other GPU/kernel choices need distinct measurements.

All 32 paired image scores · pretrained LPIPS · complete aggregate limitations.

Raw generation archive (other GPU and Z-Image)

runs/moss-image-20261021/ holds a separate RTX 5060 Ti experiment with original 50-step MOSS-SFT, four-step student adapters, two-step kernel probes, native/high-resolution generations, upscales, and independent Z-Image Turbo API outputs. These have different timing scopes, sampling policies and conditioning environments. They are not one homogeneous benchmark. Historical reference discrepancy on “RIVER BAKERY” also occurred with original BF16 under local runtime controls; it is not evidence that quantization alone caused the issue.

Subset	Images	Purpose
`quality`	268	Original generated outputs and parameters
`upscales`	157	Upscaled images plus parent references
`diagnostics`	12	Technical execution probes (not output-quality evidence)
`historical_references`	1	Archived comparison reference (not current-device latency)

runs/moss-image-20261021/records/measurements.jsonl preserves raw successful and failed attempts. quality/metadata.jsonl preserves image hashes, expected text, model/precision, steps/CFG, seed, GPU and timings where measured; missing values remain null.

Limitations: PSNR/SSIM/LPIPS measure similarity to a reference PNG, not correctness of Polish characters, naturalness, real-world image quality or independent blind human preference. Store original component hashes, exact sampling protocol and device details with any derived figure. This repository is private research evidence, not a validated public model-quality leaderboard.

Research suites and sanitized diagnostics. The 50-step prompt suite and style benchmark suite are stored once here, rather than repeated across eight checkpoint repos. A compact compatibility summary accompanies raw individual runs. Server filesystem prefixes in diagnostics were redacted; numeric results, prompts, SHA-256 image hashes and status fields remain. Dataset remains private pending separate image-rights review.

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