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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
lut_count: int64
caption_rows: int64
styles: list<item: string>
child 0, item: string
tally: struct<generated: int64, error: int64, skipped: int64, dry_run: int64>
child 0, generated: int64
child 1, error: int64
child 2, skipped: int64
child 3, dry_run: int64
route: string
captions: struct<concept: string, literal: string, metaphor: string, mood: string, slang: string>
child 0, concept: string
child 1, literal: string
child 2, metaphor: string
child 3, mood: string
child 4, slang: string
status: string
lut_id: string
provenance: struct<batch_id: string, prompt_version: string, teacher_model_id: string>
child 0, batch_id: string
child 1, prompt_version: string
child 2, teacher_model_id: string
attribute_spec_text: string
to
{'attribute_spec_text': Value('string'), 'captions': {'concept': Value('string'), 'literal': Value('string'), 'metaphor': Value('string'), 'mood': Value('string'), 'slang': Value('string')}, 'lut_id': Value('string'), 'provenance': {'batch_id': Value('string'), 'prompt_version': Value('string'), 'teacher_model_id': Value('string')}, 'status': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
lut_count: int64
caption_rows: int64
styles: list<item: string>
child 0, item: string
tally: struct<generated: int64, error: int64, skipped: int64, dry_run: int64>
child 0, generated: int64
child 1, error: int64
child 2, skipped: int64
child 3, dry_run: int64
route: string
captions: struct<concept: string, literal: string, metaphor: string, mood: string, slang: string>
child 0, concept: string
child 1, literal: string
child 2, metaphor: string
child 3, mood: string
child 4, slang: string
status: string
lut_id: string
provenance: struct<batch_id: string, prompt_version: string, teacher_model_id: string>
child 0, batch_id: string
child 1, prompt_version: string
child 2, teacher_model_id: string
attribute_spec_text: string
to
{'attribute_spec_text': Value('string'), 'captions': {'concept': Value('string'), 'literal': Value('string'), 'metaphor': Value('string'), 'mood': Value('string'), 'slang': Value('string')}, 'lut_id': Value('string'), 'provenance': {'batch_id': Value('string'), 'prompt_version': Value('string'), 'teacher_model_id': Value('string')}, 'status': Value('string')}
because column names don't match
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 1683, 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 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
attribute_spec_text string | captions dict | lut_id string | provenance dict | status string |
|---|---|---|---|---|
route=grade | warmer=+2.0 split_strength=+3.9 global_hue=90 shadow_hue=92 highlight_hue=90 sat_orange=+1.5 sat_yellow=+1.6 sat_green=+1.1 sat_blue=-2.0 sat_magenta=-1.3 | {
"concept": "Apply a lush golden-hour nature grade, reminiscent of sun-drenched botanical photography where greens and ambers glow and cool tones are muted.",
"literal": "Warm up the image by pushing the global hue toward yellow-green, boosting oranges, yellows, and greens in saturation while pulling down blue and... | proc_attr_warmer_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+3.4 split_strength=+6.4 global_hue=90 shadow_hue=91 highlight_hue=89 sat_red=+1.3 sat_orange=+2.5 sat_yellow=+2.5 sat_green=+1.6 sat_blue=-3.3 sat_magenta=-2.1 | {
"concept": "Apply a golden-hour botanical garden grade with a warm yellow-green color cast, rich oranges and yellows, and desaturated blues for a lush, natural-world atmosphere.",
"literal": "Warm up the overall tone slightly, push a moderate yellow-green hue shift across shadows and highlights, boost saturation ... | proc_attr_warmer_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+4.7 split_strength=+9.0 global_hue=90 shadow_hue=91 highlight_hue=89 sat_red=+1.9 sat_orange=+3.3 sat_yellow=+3.2 sat_green=+2.2 sat_cyan=-1.0 sat_blue=-4.5 sat_magenta=-2.9 | {
"concept": "Apply a golden-hour color grade reminiscent of late summer days, where earth tones and warm hues are richly saturated and blues and magentas are subdued.",
"literal": "Warm up the overall tone slightly, boost the saturation on reds, oranges, and yellows noticeably, reduce blue and magenta saturation, ... | proc_attr_warmer_m2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | cooler=+2.0 split_strength=+3.9 global_hue=270 shadow_hue=273 highlight_hue=271 sat_orange=-1.7 sat_yellow=-1.9 sat_green=-1.3 sat_blue=+1.7 sat_magenta=+1.1 | {
"concept": "Apply a moody purple-tinted sci-fi grade reminiscent of a dystopian film palette, where cool violet shadows and desaturated warm tones create a clinical, otherworldly atmosphere.",
"literal": "Cool the overall temperature slightly, push a strong violet-purple tone across shadows and highlights, boost ... | proc_attr_cooler_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | cooler=+3.3 split_strength=+6.5 global_hue=270 shadow_hue=274 highlight_hue=272 sat_red=-1.3 sat_orange=-2.9 sat_yellow=-3.3 sat_green=-2.1 sat_blue=+2.7 sat_magenta=+1.8 | {
"concept": "Render it like a desaturated Nordic winter scene at dusk, with cool blue-purple tones dominating and earthy warm hues faded into the background.",
"literal": "Apply a cool-toned grade with a slight blue-purple split across shadows and highlights, boost blue saturation a touch, and gently desaturate re... | proc_attr_cooler_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | cooler=+4.7 muted=+0.5 split_strength=+9.1 global_hue=270 shadow_hue=275 highlight_hue=272 sat_red=-1.8 sat_orange=-4.1 sat_yellow=-4.5 sat_green=-3.0 sat_cyan=+1.1 sat_blue=+3.8 sat_magenta=+2.5 | {
"concept": "Apply a cinematic dusk grade reminiscent of blue hour in a northern city, where the sky dominates with violet-blue tones and all the warmth of golden hour has faded away.",
"literal": "Cool the overall temperature slightly, push all tones toward a violet-blue hue around 270°, reduce saturation in reds... | proc_attr_cooler_m2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_magenta=+2.0 split_strength=+3.9 global_hue=360 shadow_hue=5 highlight_hue=359 sat_red=+1.6 sat_orange=+1.0 sat_green=-1.7 sat_cyan=-2.0 sat_magenta=+1.3 | {
"concept": "Apply a subtle analog portrait film look with a magenta-leaning cast, boosted skin-tone reds, and muted greens and cyans like classic tungsten-balanced negative film.",
"literal": "Add a slight magenta tint globally, boost red and magenta saturation, reduce green and cyan saturation, and apply a subtl... | proc_attr_tint_magenta_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_magenta=+3.4 split_strength=+6.4 global_hue=360 shadow_hue=5 highlight_hue=359 sat_red=+2.6 sat_orange=+1.7 sat_green=-2.8 sat_cyan=-3.3 sat_magenta=+2.1 | {
"concept": "Apply a classic portrait studio color grade with a gentle magenta cast, punchy warm skin tones, and muted foliage, like a polished editorial fashion shoot.",
"literal": "Add a slight magenta tint globally, boost reds and oranges in saturation, pull back greens and cyans, and introduce a warm split wit... | proc_attr_tint_magenta_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_magenta=+4.7 split_strength=+8.8 global_hue=360 shadow_hue=7 highlight_hue=359 sat_red=+3.5 sat_orange=+2.4 sat_yellow=-1.2 sat_green=-3.8 sat_cyan=-4.7 sat_blue=+1.1 sat_magenta=+2.6 | {
"concept": "Apply a modern portrait cinema grade with a gentle magenta cast, punchy reds and oranges for rich skin tones, and muted greens and cyans reminiscent of high-end commercial photography.",
"literal": "Add a subtle magenta tint with a mild split tone, boost reds and oranges slightly, lift blues and magen... | proc_attr_tint_magenta_m2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_green=+2.0 split_strength=+3.8 global_hue=180 shadow_hue=177 highlight_hue=180 sat_red=-1.9 sat_orange=-1.1 sat_green=+1.3 sat_cyan=+1.6 sat_magenta=-1.6 | {
"concept": "Apply a teal-forward digital cinema grade reminiscent of a clean, desaturated nature documentary palette — cool cyan shadows, subdued reds and magentas, and lifted greens.",
"literal": "Apply a subtle green tint globally, boost cyan and green saturation slightly, reduce red and magenta saturation, and... | proc_attr_tint_green_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_green=+3.4 muted=+0.5 matte=+0.5 split_strength=+6.2 global_hue=180 shadow_hue=175 highlight_hue=180 sat_red=-3.1 sat_orange=-1.8 sat_green=+2.0 sat_cyan=+2.5 sat_magenta=-2.7 | {
"concept": "Apply a muted teal color grade reminiscent of Scandinavian documentary cinematography, with cool split toning and restrained saturation.",
"literal": "Add a subtle green tint, boost cyan and green saturation slightly, pull back reds and magentas, apply a mild matte lift, and use a teal-leaning color s... | proc_attr_tint_green_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_green=+4.7 muted=+0.7 matte=+0.7 split_strength=+8.5 global_hue=180 shadow_hue=174 highlight_hue=180 sat_red=-4.4 sat_orange=-2.4 sat_yellow=+1.4 sat_green=+2.8 sat_cyan=+3.3 sat_blue=-1.1 sat_magenta=-3.8 | {
"concept": "Apply a muted teal-and-green film grade reminiscent of overcast Scandinavian daylight with soft, lifted shadows.",
"literal": "Add a subtle green tint, slightly mute and lift the shadows for a mild matte finish, boost cyan and green saturation, pull back reds and magentas, and apply a gentle cool-to-n... | proc_attr_tint_green_m2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.9 less_contrast=+0.6 lifted_blacks=+3.0 lifted_shadows=+3.0 brighter_highlights=+2.5 matte=+3.8 | {
"concept": "Apply a faded matte film print look, like an analog photo developed with lifted shadows and milky blacks that never fully crush, reminiscent of a sun-bleached summer snapshot.",
"literal": "Brighten the overall exposure, lift the blacks and shadows to prevent deep darks, reduce contrast slightly, boos... | proc_attr_brighter_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.8 less_contrast=+1.2 muted=+0.6 lifted_blacks=+5.0 lifted_shadows=+5.0 brighter_highlights=+4.1 matte=+6.5 | {
"concept": "Apply a modern matte film look with lifted shadows and crushed blacks replaced by a soft gray base, reminiscent of a faded lifestyle magazine spread.",
"literal": "Brighten the overall exposure, lift the blacks and shadows, reduce contrast slightly, boost highlight brightness, and apply a matte finish... | proc_attr_brighter_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+2.9 less_contrast=+0.9 crushed_blacks=+2.5 crushed_shadows=+2.5 softer_highlights=+3.0 matte=+1.2 split_strength=+0.7 | {
"concept": "Apply a dark matte cinematic grade reminiscent of underexposed film noir footage, with lifted shadow floors and rolled-off highlights.",
"literal": "Darken the overall exposure, crush the blacks and shadows, soften the highlights, reduce contrast slightly, and add a mild matte finish with a subtle spl... | proc_attr_darker_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_contrast=+4.1 crushed_blacks=+1.7 crushed_shadows=+1.7 brighter_highlights=+1.8 | {
"concept": "Apply a classic cinematic contrast grade with deep crushed blacks and gently elevated highlights, like a high-contrast film print.",
"literal": "Increase contrast significantly, crush the blacks and shadows to deepen the darkest tones, and lift the highlights slightly brighter.",
"metaphor": "Make i... | proc_attr_more_contrast_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_contrast=+6.7 crushed_blacks=+2.9 crushed_shadows=+2.9 brighter_highlights=+3.0 split_strength=+0.8 | {
"concept": "Apply a cinematic theatrical grade with crushed blacks, elevated contrast, and gently boosted highlights — like a polished drama film master.",
"literal": "Increase contrast noticeably, crush the blacks and shadows to deepen the darkest tones, lift the highlights slightly brighter, and add a very subt... | proc_attr_more_contrast_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_saturated=+3.4 split_strength=+4.6 shadow_hue=319 highlight_hue=136 sat_red=+3.1 sat_orange=+3.6 sat_yellow=+3.1 sat_green=+3.6 sat_cyan=+1.5 sat_blue=+3.1 sat_magenta=+4.4 | {
"concept": "Apply a bold cross-processed film look with heavy color splitting — deep magenta shadows opposing green highlights — and cranked saturation across every hue.",
"literal": "Boost overall saturation across all channels, push magenta and orange especially hard, add a magenta-purple tint to the shadows an... | proc_attr_more_saturated_m0 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_saturated=+5.4 split_strength=+7.1 shadow_hue=320 highlight_hue=135 sat_red=+4.9 sat_orange=+5.6 sat_yellow=+4.8 sat_green=+5.7 sat_cyan=+2.3 sat_blue=+5.1 sat_magenta=+6.8 | {
"concept": "Apply a vibrant editorial color grade reminiscent of a glossy fashion magazine spread, with punchy magentas, lush greens, and a cool-warm split toning effect.",
"literal": "Boost overall saturation across all hues, push magenta and green the most, and add a subtle split tone with magenta-pink shadows ... | proc_attr_more_saturated_m1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_saturated=+7.1 split_strength=+9.3 shadow_hue=320 highlight_hue=134 sat_red=+6.6 sat_orange=+7.5 sat_yellow=+6.3 sat_green=+7.6 sat_cyan=+3.0 sat_blue=+6.6 sat_magenta=+8.8 | {
"concept": "Give it a modern commercial photography look with a cool-green highlight and warm magenta-shadow split, ramping up saturation across the whole color spectrum for a bold, punchy result.",
"literal": "Boost overall saturation across all hues, push shadows toward a magenta-purple tone, shift highlights t... | proc_attr_more_saturated_m2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+13.2 muted=+64.2 lifted_blacks=+7.3 lifted_shadows=+7.3 brighter_highlights=+7.8 matte=+39.6 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated matte film look reminiscent of a washed-out cross-processed slide film, with lifted blacks, cooled greens in the shadows, and a faint magenta bloom in the highlights.",
"literal": "Brighten the overall exposure, heavily desaturate all colors especially greens and magentas, ... | rt_Agfa APX 100 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.6 more_contrast=+4.8 muted=+64.2 crushed_blacks=+3.2 crushed_shadows=+3.2 brighter_highlights=+5.4 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of high-fashion editorial photography from the early 2000s, with cool green shadows and soft pinkish highlights.",
"literal": "Lift the exposure slightly, boost contrast a touch, heavily desaturate all colors especially greens and magentas, add a matte l... | rt_Agfa APX 25 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.2 more_contrast=+2.6 muted=+64.2 lifted_blacks=+2.3 lifted_shadows=+2.3 brighter_highlights=+3.9 matte=+34.3 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of a faded analog print from the late 1990s, with lifted shadows, near-monochromatic hues, and a green-to-pink split tone running through the image.",
"literal": "Lift the blacks and shadows slightly, boost brightness and contrast a touch, heavily desatu... | rt_Fuji FP-3000b 1 -- | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.1 more_contrast=+1.3 muted=+64.2 brighter_highlights=+2.7 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of a faded art-house cinema grade, with lifted blacks, green-shifted shadows, and pink-purple highlights.",
"literal": "Lift the exposure slightly, add a touch of contrast, heavily desaturate all colors especially magentas, greens, and oranges, rai... | rt_Fuji FP-3000b 2 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.1 less_contrast=+2.4 muted=+64.2 lifted_blacks=+0.8 lifted_shadows=+0.8 brighter_highlights=+3.9 matte=+35.3 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated, lifted matte film look reminiscent of faded analog prints, with a cool-green shadow tint and a soft rose-tinted highlight split.",
"literal": "Brighten the image slightly, lift the blacks and shadows, reduce contrast, and heavily desaturate all colors—especially greens, ma... | rt_Fuji FP-3000b 3 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.2 less_contrast=+4.5 muted=+64.2 lifted_blacks=+0.9 lifted_shadows=+0.9 brighter_highlights=+4.4 matte=+37.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy cross-processed matte film look with near-total color desaturation, faded lifted shadows, and a teal-to-pink split tone reminiscent of expired analog film stock.",
"literal": "Brighten the image slightly, reduce contrast, lift the blacks and shadows, boost highlight brightness, and heavi... | rt_Fuji FP-3000b 4 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+6.5 less_contrast=+21.9 muted=+64.2 lifted_blacks=+12.1 lifted_shadows=+12.1 brighter_highlights=+1.6 matte=+66.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look reminiscent of expired Kodak stock, with lifted milky blacks, desaturated earthy tones, and a cool-green shadow to warm-pink highlight color split.",
"literal": "Lift the blacks and shadows, reduce contrast significantly, brighten the overall exposure slightly, crus... | rt_Fuji FP-3000b 5 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+10.6 less_contrast=+33.3 muted=+64.2 lifted_blacks=+23.2 lifted_shadows=+23.2 brighter_highlights=+1.6 matte=+88.6 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy analog matte film look reminiscent of faded 1970s motion picture prints, with desaturated earth tones, crushed-free lifted blacks, and a cool-warm split tone.",
"literal": "Lift the blacks and shadows significantly, reduce contrast heavily, brighten the image slightly, strip saturation f... | rt_Fuji FP-3000b 6 +++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.0 less_contrast=+0.8 muted=+64.2 crushed_blacks=+4.2 crushed_shadows=+4.2 brighter_highlights=+3.9 matte=+32.9 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded matte film look reminiscent of early 2000s indie cinema, with heavily desaturated tones, lifted crushed blacks, and a duotone split between muted green shadows and soft magenta highlights.",
"literal": "Brighten the image, reduce contrast, heavily desaturate all colors especially magenta... | rt_Fuji FP-3000b HC | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.9 more_contrast=+2.8 muted=+64.2 lifted_blacks=+0.7 lifted_shadows=+0.7 brighter_highlights=+4.3 matte=+32.7 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded editorial film stock grade with heavy color desaturation, lifted matte blacks, and a cinematic split-tone reminiscent of high-fashion print photography from the early 2000s.",
"literal": "Slightly brighten the image, lift the blacks and shadows, boost highlights a touch, add moderate con... | rt_Fuji FP-3000b Negative 1 -- | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.9 more_contrast=+3.0 muted=+64.2 crushed_blacks=+1.6 crushed_shadows=+1.6 brighter_highlights=+4.4 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-fashion editorial film look with heavily desaturated, near-monochromatic tones, lifted matte blacks, and a cinematic split tone pushing shadows toward teal-green and highlights toward soft rose.",
"literal": "Lift the exposure slightly, add a touch more contrast, heavily desaturate all co... | rt_Fuji FP-3000b Negative 2 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.7 more_contrast=+2.5 muted=+64.2 crushed_blacks=+2.2 crushed_shadows=+2.2 brighter_highlights=+4.5 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy matte film grade reminiscent of indie arthouse cinema, with desaturated tones, lifted blacks, and a cool-green to pink split tone across the shadows and highlights.",
"literal": "Brighten the image slightly, boost contrast a touch, heavily desaturate all colors especially greens and mage... | rt_Fuji FP-3000b Negative 3 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.4 more_contrast=+2.9 muted=+64.2 crushed_blacks=+6.2 crushed_shadows=+6.2 brighter_highlights=+4.5 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-fashion editorial matte grade with strong split toning — teal-green shadows and soft magenta highlights — like a desaturated luxury print campaign shot on bleach-bypass film.",
"literal": "Lift the exposure slightly, add strong contrast, heavily desaturate all colors especially magentas, ... | rt_Fuji FP-3000b Negative 4 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.1 less_contrast=+14.1 muted=+64.2 lifted_blacks=+2.2 lifted_shadows=+2.2 softer_highlights=+2.3 matte=+48.4 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded film print grade reminiscent of early 2010s indie cinema, with crushed-out saturation, lifted matte blacks, and a cool green-to-pink color split across the tonal range.",
"literal": "Lift the blacks and shadows slightly, reduce contrast significantly, desaturate all color channels ... | rt_Fuji FP-3000b Negative 5 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+2.3 less_contrast=+28.7 muted=+64.2 lifted_blacks=+3.2 lifted_shadows=+3.2 softer_highlights=+14.5 matte=+64.0 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of faded 35mm print stock, with lifted blacks, crushed saturation across all hues, and a cool-green to soft-pink split tone.",
"literal": "Reduce overall exposure slightly, heavily desaturate all color channels especially magentas, greens, and yell... | rt_Fuji FP-3000b Negative 6 +++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.3 less_contrast=+23.2 muted=+64.2 lifted_blacks=+7.4 lifted_shadows=+7.4 softer_highlights=+3.8 matte=+62.7 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look reminiscent of cross-processed analog stock, with lifted shadows, crushed saturation across the entire palette, and a cool green-to-pink split tone.",
"literal": "Lift the blacks and shadows, reduce contrast significantly, desaturate all colors heavily especially ma... | rt_Fuji FP-3000b Negative Early | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.9 more_contrast=+4.9 muted=+64.2 crushed_blacks=+5.1 crushed_shadows=+5.1 brighter_highlights=+7.1 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated matte film look reminiscent of a faded 35mm editorial print, with lifted shadows, crushed blacks, and a cool green-to-pink duotone split.",
"literal": "Lift the exposure slightly, boost contrast, heavily desaturate all colors especially magentas, greens, and oranges, crush ... | rt_Fuji Neopan 1600 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.1 more_contrast=+4.9 muted=+64.2 crushed_blacks=+6.8 crushed_shadows=+6.8 brighter_highlights=+7.2 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of early 2010s indie cinema, with lifted shadows, faded colors, and a cool green shadow to warm magenta highlight split tone.",
"literal": "Lift the exposure slightly, add a matte finish with crushed blacks and shadows, heavily desaturate all colors espe... | rt_Fuji Neopan 1600 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.6 less_contrast=+0.7 muted=+64.2 crushed_blacks=+0.9 crushed_shadows=+0.9 brighter_highlights=+7.3 matte=+32.8 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look with aggressive color desaturation and a strong duotone split — green in the shadows and pink-violet in the highlights — reminiscent of high-fashion editorial photography.",
"literal": "Lift the exposure slightly, crush the blacks and shadows gently, heavily desatur... | rt_Fuji Neopan 1600 3 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.4 less_contrast=+7.1 muted=+64.2 lifted_blacks=+4.3 lifted_shadows=+4.3 brighter_highlights=+7.6 matte=+43.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look reminiscent of cross-processed analog stock, with lifted, desaturated tones, flat blacks, and a cool-green to soft-pink split tone running through the image.",
"literal": "Lift the blacks and shadows slightly, boost highlights, reduce contrast, desaturate all hues h... | rt_Fuji Neopan 1600 4 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+4.8 less_contrast=+1.1 muted=+64.2 crushed_blacks=+4.7 crushed_shadows=+4.7 softer_highlights=+2.9 matte=+33.2 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily faded analog film look with a teal-shadow and pink-highlight color split, drained saturation across the entire palette, and lifted blacks like an old overexposed negative.",
"literal": "Darken the image slightly, heavily desaturate all colors especially magentas, greens, and yellows, c... | rt_Fuji Neopan Acros 100 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.0 more_contrast=+3.4 muted=+64.2 crushed_blacks=+2.1 crushed_shadows=+2.1 brighter_highlights=+3.2 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-fashion matte film look reminiscent of a desaturated analog print, with faded color channels, lifted blacks, and a split tone pushing green into the shadows and magenta into the highlights.",
"literal": "Lift the exposure slightly, boost contrast, heavily desaturate all colors especially ... | rt_Ilford Delta 100 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.8 more_contrast=+2.9 muted=+64.2 crushed_blacks=+3.0 crushed_shadows=+3.0 brighter_highlights=+5.2 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-fashion desaturated matte film look with a strong split tone reminiscent of analog print photography, where shadows lean green and highlights blush with soft magenta.",
"literal": "Lift the exposure slightly, push contrast up, heavily desaturate all colors especially magentas, greens, and... | rt_Ilford Delta 3200 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.8 more_contrast=+1.4 muted=+64.2 crushed_blacks=+2.7 crushed_shadows=+2.7 brighter_highlights=+5.4 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of a washed-out 1970s art-house print, with lifted shadows, flattened blacks, and a cool green-to-purple split tone.",
"literal": "Lift the exposure slightly, add mild contrast, heavily desaturate all colors especially magentas, greens, and oranges, crus... | rt_Ilford Delta 3200 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.0 less_contrast=+4.2 muted=+64.2 brighter_highlights=+4.2 matte=+36.3 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of a faded 35mm negative from the early 1980s, with lifted blacks, washed-out colors, and a split tone of green in the shadows and magenta-pink in the highlights.",
"literal": "Lift the exposure slightly, flatten the contrast, drain saturation from all c... | rt_Ilford Delta 3200 3 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.1 less_contrast=+12.3 muted=+64.2 lifted_blacks=+4.2 lifted_shadows=+4.2 matte=+48.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy analog matte film grade reminiscent of faded 1970s cinema prints, with crushed but lifted blacks, severely desaturated hues, and a cool-green shadow to warm-pink highlight split tone.",
"literal": "Lift the blacks and shadows slightly, reduce contrast, boost brightness a touch, heavily d... | rt_Ilford Delta 3200 4 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+2.1 more_contrast=+0.8 muted=+64.2 crushed_blacks=+3.3 crushed_shadows=+3.3 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated matte film grade reminiscent of a faded 1970s art-house cinema print, with split-toned shadows leaning green and highlights leaning violet-pink.",
"literal": "Darken the image slightly, crush the blacks and shadows, heavily desaturate all color channels especially magenta, ... | rt_Ilford Delta 400 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.5 less_contrast=+3.2 muted=+64.2 lifted_blacks=+3.7 lifted_shadows=+3.7 brighter_highlights=+2.3 matte=+39.0 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy analog matte film look with lifted, milky shadows, nearly fully desaturated hues, and a split-tone that pushes dark areas toward sage green and bright areas toward dusty rose.",
"literal": "Lift the blacks and shadows, reduce contrast slightly, brighten the image overall, heavily desatur... | rt_Ilford FP4 Plus 125 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.9 more_contrast=+4.9 muted=+64.2 crushed_blacks=+1.9 crushed_shadows=+1.9 brighter_highlights=+4.2 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of high-fashion print photography from the early 2000s, with crushed matte blacks, faded color palette, and a green-to-magenta split tone across the tonal range.",
"literal": "Slightly brighten the image, boost contrast, heavily desaturate all colo... | rt_Ilford HP5 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.5 more_contrast=+2.9 muted=+64.2 crushed_blacks=+0.6 crushed_shadows=+0.6 brighter_highlights=+5.6 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy cross-processed matte film look with near-monochrome desaturation, green-tinted shadows, and a rose-magenta highlight glow reminiscent of expired analog film stock.",
"literal": "Lift the exposure slightly, boost contrast a touch, heavily desaturate all colors especially magentas, greens... | rt_Ilford HP5 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+7.9 less_contrast=+9.2 muted=+64.2 lifted_blacks=+8.6 lifted_shadows=+8.6 brighter_highlights=+5.0 matte=+49.8 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated matte film look reminiscent of early 2010s indie editorial photography, with cool green shadows and soft pink highlights.",
"literal": "Lift the blacks and shadows, reduce contrast, brighten the image slightly, heavily desaturate all colors especially reds, oranges, yellows... | rt_Ilford HP5 3 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+9.3 less_contrast=+15.0 muted=+64.2 lifted_blacks=+12.1 lifted_shadows=+12.1 brighter_highlights=+5.5 matte=+59.2 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded analog film matte grade with lifted, greenish shadows, pinkish highlights, and nearly all color saturation crushed out for a vintage lo-fi aesthetic.",
"literal": "Lift the blacks and shadows, brighten the image overall, reduce contrast, heavily desaturate all colors especially reds, ora... | rt_Ilford HP5 4 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_contrast=+5.9 muted=+64.2 crushed_blacks=+6.2 crushed_shadows=+6.2 brighter_highlights=+4.9 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-fashion desaturated film look with a strong matte base, green-tinted shadows and pink-purple highlights, reminiscent of a luxury print campaign shot on faded negative film.",
"literal": "Desaturate all colors heavily—especially magentas, greens, yellows, and oranges—while adding a matte f... | rt_Ilford HPS 800 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.7 more_contrast=+1.8 muted=+64.2 crushed_blacks=+2.2 crushed_shadows=+2.2 brighter_highlights=+2.6 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a muted matte film print look reminiscent of editorial analog photography, with heavily pulled-back saturation across all channels, lifted shadows with a green cast, and highlights drifting toward a soft pink-magenta tone.",
"literal": "Lift the exposure slightly, add a touch of contrast, heavil... | rt_Ilford Pan F Plus 50 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+3.2 more_contrast=+1.3 muted=+64.2 crushed_blacks=+4.9 crushed_shadows=+4.9 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated cinematic matte grade reminiscent of a gritty arthouse film, with teal-shadowed blacks and a subtle rose-purple lift in the highlights.",
"literal": "Darken the image slightly, crush the blacks and shadows, heavily desaturate all colors especially magentas, greens, and yellows, add... | rt_Ilford XP2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+0.8 less_contrast=+1.5 muted=+64.2 crushed_blacks=+0.7 crushed_shadows=+0.7 matte=+33.6 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of an overexposed expired film stock, with washed-out colors, crushed lifted blacks, and a subtle green shadow to pink highlight split tone.",
"literal": "Slightly darken the image, heavily desaturate all colors especially magentas, greens, and ora... | rt_Kodak BW 400 CN | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+2.3 more_contrast=+1.5 muted=+64.2 crushed_blacks=+3.3 crushed_shadows=+3.3 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film grade reminiscent of overcast Scandinavian documentary cinematography, with crushed shadows, lifted blacks, and a teal-to-magenta split tone across the tonal range.",
"literal": "Darken the image slightly, crush the blacks and shadows, reduce contrast globally, heavily d... | rt_Kodak T-Max 100 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+0.5 more_contrast=+3.5 muted=+64.2 crushed_blacks=+5.2 crushed_shadows=+5.2 brighter_highlights=+2.1 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy matte film-fade grade reminiscent of bleak arthouse cinema, with near-monochrome desaturation, crushed lifted blacks, a teal-green shadow tone, and a subtle magenta highlight split.",
"literal": "Slightly darken the image, heavily crush the blacks and shadows, lift the highlights a touch... | rt_Kodak T-Max 400 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.2 more_contrast=+4.7 muted=+64.2 crushed_blacks=+2.7 crushed_shadows=+2.7 brighter_highlights=+3.6 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film grade reminiscent of a faded 1970s art-house cinema print, with teal shadows and dusty rose highlights.",
"literal": "Desaturate all colors heavily—especially magentas, greens, yellows, and oranges—add a strong matte lift to the blacks, apply a teal-green shadow ti... | rt_Kodak TMAX 3200 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.3 less_contrast=+4.7 muted=+64.2 lifted_blacks=+3.7 lifted_shadows=+3.7 brighter_highlights=+5.5 matte=+40.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded matte film look reminiscent of early 2010s indie cinema, with desaturated, low-contrast tones, crushed blacks lifted to a milky base, and a cool teal-green shadow split against warm magenta highlights.",
"literal": "Lift the blacks and shadows slightly, brighten highlights, reduce contra... | rt_Kodak TMAX 3200 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.4 more_contrast=+4.0 muted=+64.2 crushed_blacks=+4.8 crushed_shadows=+4.8 brighter_highlights=+3.7 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look reminiscent of cross-processed analog stock, with desaturated hues, lifted blacks, and a cool-green to soft-pink split tone throughout.",
"literal": "Lift the exposure slightly, crush the blacks and shadows, heavily desaturate all colors especially magentas, greens,... | rt_Kodak TMAX 3200 3 Alt | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+7.3 less_contrast=+18.8 muted=+64.2 lifted_blacks=+13.3 lifted_shadows=+13.3 brighter_highlights=+4.5 matte=+64.2 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded matte film look reminiscent of early 2010s indie cinema, with crushed color saturation, lifted milky blacks, and a subtle teal-shadow-to-pink-highlight color split.",
"literal": "Lift the blacks and shadows, reduce contrast significantly, desaturate all colors heavily especially magentas... | rt_Kodak TMAX 3200 4 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+9.9 less_contrast=+27.2 muted=+64.2 lifted_blacks=+21.1 lifted_shadows=+21.1 brighter_highlights=+4.4 matte=+80.3 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy analog matte film look with faded, desaturated tones, lifted blacks, and a subtle teal-shadow to pink-highlight duotone split typical of vintage print processing.",
"literal": "Brighten the overall exposure, heavily lift the blacks and shadows, reduce contrast significantly, desaturate a... | rt_Kodak TMAX 3200 5 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.7 more_contrast=+5.2 muted=+64.2 crushed_blacks=+1.9 crushed_shadows=+1.9 brighter_highlights=+5.8 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded matte film look reminiscent of desaturated indie cinema from the early 2010s, with cool green shadows gently transitioning to warm magenta highlights and a washed-out, low-saturation palette throughout.",
"literal": "Lift the exposure slightly, boost contrast a touch, heavily desaturate ... | rt_Kodak TRI-X 400 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+4.5 more_contrast=+2.0 muted=+64.2 crushed_blacks=+0.5 crushed_shadows=+0.5 brighter_highlights=+6.0 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a high-end matte film editorial grade with heavily washed-out, desaturated hues, lifted shadows with a green cast, and delicate magenta highlights, like a mid-2010s fashion campaign shot on faded negative film.",
"literal": "Lift the exposure slightly, boost contrast a touch, heavily desaturate ... | rt_Kodak TRI-X 400 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | more_contrast=+2.3 muted=+64.2 crushed_blacks=+4.3 crushed_shadows=+4.3 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily muted matte film look reminiscent of desaturated indie cinema color grading, with a strong teal-green shadow tint and soft magenta highlight shift, crushed blacks faded into a flat matte base.",
"literal": "Heavily desaturate all colors especially magentas, greens, yellows, and reds, a... | rt_Kodak TRI-X 400 3 Alt | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.2 more_contrast=+2.0 muted=+64.2 crushed_blacks=+3.6 crushed_shadows=+3.6 brighter_highlights=+5.4 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of a faded 1970s analog print, with lifted shadows, crushed blacks, and a cool green shadow tint shifting to a soft pink in the highlights.",
"literal": "Lift the exposure slightly, push contrast hard, heavily desaturate all colors especially magen... | rt_Kodak TRI-X 400 4 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.3 less_contrast=+6.9 muted=+64.2 lifted_blacks=+3.6 lifted_shadows=+3.6 brighter_highlights=+5.8 matte=+42.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look reminiscent of overexposed expired 35mm stock, with washed-out, nearly desaturated tones, lifted blacks, and a strong teal-to-pink split tone.",
"literal": "Lift the blacks and shadows slightly, brighten the highlights, reduce contrast, desaturate all colors heavily... | rt_Kodak TRI-X 400 5 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.6 more_contrast=+3.4 muted=+64.2 lifted_blacks=+1.1 lifted_shadows=+1.1 brighter_highlights=+3.3 matte=+33.2 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavily desaturated matte film look reminiscent of a faded art-house cinema grade, with lifted blacks, gentle brightness, and a split-tone of forest-green shadows against soft pink highlights.",
"literal": "Brighten the image slightly, increase contrast, lift the blacks and shadows, boost high... | rt_Polaroid 665 1 -- | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.8 more_contrast=+1.3 muted=+64.2 lifted_blacks=+1.0 lifted_shadows=+1.0 brighter_highlights=+3.1 matte=+33.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of faded 1970s Kodachrome prints, with lifted blacks, soft highlights, and a split-tone pushing green into shadows and magenta into highlights.",
"literal": "Brighten the image slightly, raise contrast a touch, lift the blacks and shadows, boost hi... | rt_Polaroid 665 2 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+1.4 more_contrast=+1.9 muted=+64.2 crushed_blacks=+2.2 crushed_shadows=+2.2 brighter_highlights=+4.6 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a faded infrared film stock aesthetic with heavy color suppression, soft matte blacks, and a cool green shadow tint shifting to a soft magenta in the highlights.",
"literal": "Boost brightness and contrast slightly, heavily desaturate all colors especially magentas, greens, and oranges, lift sha... | rt_Polaroid 665 3 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.5 more_contrast=+1.8 muted=+64.2 crushed_blacks=+1.5 crushed_shadows=+1.5 brighter_highlights=+7.1 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film stock grade reminiscent of indie cinema color science, with cool green shadows and warm pink highlights creating a cinematic split-tone.",
"literal": "Lift the exposure slightly, boost contrast a touch, heavily desaturate all colors especially magentas, greens, and orang... | rt_Polaroid 665 4 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.6 less_contrast=+6.8 muted=+64.2 lifted_blacks=+4.8 lifted_shadows=+4.8 brighter_highlights=+7.4 matte=+43.6 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy analog matte film look reminiscent of faded 1970s Kodachrome prints, with lifted blacks, washed-out desaturated hues across the spectrum, and a subtle teal-to-pink color split between shadows and highlights.",
"literal": "Lift the blacks and shadows slightly, brighten the highlights, red... | rt_Polaroid 665 5 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.8 more_contrast=+2.8 muted=+64.2 brighter_highlights=+3.2 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a desaturated matte film look reminiscent of faded indie cinema, with crushed blacks replaced by lifted gray tones and a cool green-to-pink split toning throughout.",
"literal": "Lift the exposure slightly, add moderate contrast, heavily desaturate all colors especially magentas, greens, and ora... | rt_Polaroid 665 Negative 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.2 more_contrast=+1.7 muted=+64.2 crushed_blacks=+1.7 crushed_shadows=+1.7 brighter_highlights=+2.8 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy faded matte film look with a strong duotone split, reminiscent of a desaturated lo-fi art-house still where shadows lean teal and highlights drift toward soft pink.",
"literal": "Lift the exposure slightly, add a touch of contrast, heavily desaturate all colors especially greens and mage... | rt_Polaroid 665 Negative 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.0 less_contrast=+27.4 muted=+64.2 lifted_blacks=+14.2 lifted_shadows=+14.2 softer_highlights=+5.1 matte=+73.8 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy cinematic matte grade reminiscent of indie film stock, with washed-out desaturated tones, lifted blacks, and a cool-to-warm split between shadows and highlights.",
"literal": "Lift the blacks and shadows, reduce contrast significantly, desaturate all colors heavily especially greens and ... | rt_Polaroid 665 Negative 3 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+5.6 more_contrast=+3.4 muted=+64.2 crushed_blacks=+2.6 crushed_shadows=+2.6 brighter_highlights=+5.3 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of faded 1970s analog prints, with lifted blacks, muted palette, and a split-tone pushing green into the shadows and soft magenta into the highlights.",
"literal": "Lift the exposure slightly, add a touch of contrast, heavily desaturate all colors ... | rt_Polaroid 665 Negative HC | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+5.9 less_contrast=+0.5 muted=+64.2 crushed_blacks=+7.0 crushed_shadows=+7.0 softer_highlights=+3.1 matte=+32.6 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of bleach-bypass processing, with crushed shadows pushed toward teal-green and highlights drifting into soft magenta, like an arthouse cinema grade.",
"literal": "Desaturate all colors heavily—especially magentas, greens, yellows, and oranges—then ... | rt_Polaroid 672 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+3.9 muted=+64.2 lifted_blacks=+1.4 lifted_shadows=+1.4 brighter_highlights=+3.9 matte=+33.5 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy cross-processed matte film look reminiscent of early 2000s indie cinema, with severely desaturated greens and magentas, crushed-but-lifted blacks, and a green-to-magenta split tone across the tonal range.",
"literal": "Lift the blacks and shadows slightly, brighten the highlights, heavil... | rt_Rollei Retro 100 Tonal | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+2.8 more_contrast=+6.2 muted=+64.2 crushed_blacks=+9.3 crushed_shadows=+9.3 brighter_highlights=+6.5 matte=+32.1 split_strength=+82.1 shadow_hue=138 highlight_hue=313 sat_red=-58.1 sat_orange=-61.6 sat_yellow=-62.9 sat_green=-72.4 sat_cyan=-30.3 sat_blue=-51.4 sat_magenta=-78.9 | {
"concept": "Apply a heavy desaturated matte film look reminiscent of bleach-bypass processing, with crushed blacks, faded midtones, and a cinematic split tone pushing shadows toward green and highlights toward magenta.",
"literal": "Desaturate all colors heavily—especially magentas, greens, yellows, and oranges—w... | rt_Rollei Retro 80s | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+1.5 more_contrast=+2.6 muted=+10.7 crushed_blacks=+3.9 crushed_shadows=+3.9 brighter_highlights=+2.0 matte=+5.3 split_strength=+21.6 shadow_hue=133 highlight_hue=313 sat_red=+1.9 sat_orange=+4.0 sat_yellow=-9.7 sat_green=-26.4 sat_cyan=-5.6 sat_blue=-8.3 sat_magenta=-10.7 | {
"concept": "Apply a desaturated editorial film grade reminiscent of high-fashion magazine photography, with crushed matte blacks, washed-out greens, and a teal-to-pink split tone.",
"literal": "Darken the image slightly, boost contrast, heavily mute the overall saturation especially crushing greens and yellows, l... | rt_Agfa Precisa 100 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+1.7 more_contrast=+2.9 muted=+1.9 crushed_blacks=+6.9 crushed_shadows=+6.9 brighter_highlights=+1.5 matte=+0.9 split_strength=+18.1 shadow_hue=122 highlight_hue=329 sat_red=+9.5 sat_orange=+9.8 sat_yellow=-5.1 sat_green=-13.2 sat_blue=+9.1 sat_magenta=-5.1 | {
"concept": "Apply a cinematic thriller grade reminiscent of a gritty neo-noir film, with heavy shadow crushing, teal-tinted blacks, magenta-kissed highlights, and boosted warm skin tones.",
"literal": "Crush the blacks and shadows heavily, add strong contrast, slightly darken the image, boost reds, oranges, and b... | rt_Agfa Vista 200 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+7.2 tint_magenta=+3.3 less_contrast=+5.0 muted=+8.9 lifted_blacks=+2.7 lifted_shadows=+2.7 softer_highlights=+1.8 matte=+12.2 split_strength=+22.0 global_hue=65 shadow_hue=89 highlight_hue=350 sat_red=+9.8 sat_orange=+11.2 sat_yellow=+3.2 sat_green=-37.0 sat_cyan=-2.6 sat_blue=-5.6 sat_magenta=-11... | {
"concept": "Apply a faded analog film stock look with warm golden shadows, cool pinkish highlights, crushed matte blacks, and muted earthy tones.",
"literal": "Warm up the overall tone with a slight magenta tint, reduce contrast, lift the blacks and shadows, mute the colors heavily into a matte finish, boost reds... | rt_FallColors | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | cooler=+5.2 darker=+10.2 less_contrast=+10.5 muted=+39.2 lifted_blacks=+3.0 lifted_shadows=+3.0 softer_highlights=+6.6 matte=+33.1 split_strength=+44.4 global_hue=274 shadow_hue=165 highlight_hue=317 sat_red=-40.9 sat_orange=-46.2 sat_yellow=-37.4 sat_green=-48.5 sat_cyan=-18.9 sat_blue=-24.0 sat_magenta=... | {
"concept": "Apply a faded matte film look reminiscent of overexposed analog stock from the early 1980s, with desaturated tones, lifted shadows, and a cool, low-contrast palette.",
"literal": "Cool the overall temperature slightly, reduce contrast, lift the blacks and shadows, soften the highlights, and heavily de... | rt_FoggyNight | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+3.2 tint_green=+1.8 darker=+1.5 less_contrast=+8.9 muted=+43.8 lifted_blacks=+2.3 lifted_shadows=+2.3 softer_highlights=+4.9 matte=+33.1 split_strength=+55.4 global_hue=120 shadow_hue=143 highlight_hue=327 sat_red=-36.4 sat_orange=-28.8 sat_yellow=-35.8 sat_green=-47.1 sat_cyan=-19.4 sat_blue=-41.... | {
"concept": "Apply a heavy analog matte film look reminiscent of cross-processed expired stock, with desaturated, lifted shadows, crushed saturation across the spectrum, and a split tone leaning teal in the darks and rose in the lights.",
"literal": "Warm the image slightly with a green tint, reduce contrast signi... | rt_FuturisticBleak1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+6.5 tint_green=+4.6 darker=+2.0 less_contrast=+7.9 muted=+44.5 softer_highlights=+3.3 matte=+30.2 split_strength=+71.7 global_hue=125 shadow_hue=151 highlight_hue=343 sat_red=-42.4 sat_orange=-27.6 sat_yellow=-32.3 sat_green=-47.0 sat_cyan=-16.5 sat_blue=-37.4 sat_magenta=-67.2 | {
"concept": "Apply a heavy matte film grade reminiscent of faded 35mm slide film, with lifted blacks, drained saturation across the spectrum, and a split tone pushing shadows to cool sage-green and highlights to a dusty rose.",
"literal": "Warm the image slightly with a green tint, reduce contrast and overall dark... | rt_FuturisticBleak2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+5.7 tint_green=+5.9 darker=+3.8 less_contrast=+25.1 muted=+50.3 lifted_blacks=+7.1 lifted_shadows=+7.1 softer_highlights=+12.6 matte=+57.3 split_strength=+68.4 global_hue=136 shadow_hue=142 highlight_hue=326 sat_red=-42.8 sat_orange=-34.7 sat_yellow=-40.8 sat_green=-54.7 sat_cyan=-18.7 sat_blue=-4... | {
"concept": "Apply a heavy analog matte-film grade reminiscent of faded 35mm print stock, with desaturated hues, lifted shadow tones, and a warm greenish-neutral cast throughout.",
"literal": "Reduce contrast heavily, lift the blacks and shadows, soften the highlights, desaturate all colors especially magentas and... | rt_FuturisticBleak3 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+0.6 tint_magenta=+12.8 darker=+12.5 more_contrast=+3.6 muted=+24.3 crushed_blacks=+8.1 crushed_shadows=+8.1 softer_highlights=+3.2 matte=+12.2 split_strength=+37.2 global_hue=3 shadow_hue=195 highlight_hue=6 sat_red=-18.0 sat_orange=-21.0 sat_yellow=-23.7 sat_green=-37.9 sat_cyan=-12.1 sat_blue=-1... | {
"concept": "Apply a vintage matte film stock look with warm highlights, cool crushed shadows, and heavily desaturated, dusty tones throughout.",
"literal": "Add a warm magenta tint, crush the blacks and shadows, reduce contrast in the highlights, desaturate all colors heavily especially greens and yellows, and ap... | rt_LateSunset | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | tint_magenta=+4.4 darker=+0.8 less_contrast=+4.0 more_saturated=+2.0 lifted_blacks=+2.2 lifted_shadows=+2.2 softer_highlights=+2.1 matte=+6.1 split_strength=+10.2 global_hue=356 shadow_hue=337 highlight_hue=90 sat_orange=-2.1 sat_blue=+6.3 sat_magenta=+4.9 | {
"concept": "Apply a faded film print look with split toning — cool magenta-purple in the shadows and warm golden-green in the highlights, like an overexposed analog photograph.",
"literal": "Add a slight magenta tint, lift the blacks and shadows, reduce contrast, apply a strong matte finish, boost blue and magent... | rt_RedBlueYellow | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | cooler=+1.9 tint_magenta=+4.7 less_contrast=+8.3 muted=+11.3 lifted_blacks=+3.5 lifted_shadows=+3.5 softer_highlights=+3.4 matte=+17.4 split_strength=+13.4 global_hue=338 shadow_hue=128 highlight_hue=315 sat_red=-8.4 sat_orange=-12.4 sat_yellow=-13.2 sat_green=-15.7 sat_cyan=-6.9 sat_blue=-7.8 sat_magenta... | {
"concept": "Apply a modern matte film print style with cool tones, crushed saturation across all color channels, lifted blacks, and a strong split-tone reminiscent of a faded indie cinema grade.",
"literal": "Apply a cool, slightly magenta-tinted grade with heavily reduced contrast, lifted blacks and shadows, sof... | rt_SoftWarming | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+3.5 tint_magenta=+6.8 brighter=+3.0 less_contrast=+5.0 more_saturated=+1.1 lifted_blacks=+5.0 lifted_shadows=+5.0 softer_highlights=+0.5 matte=+10.0 split_strength=+9.1 global_hue=27 shadow_hue=32 highlight_hue=34 sat_red=+5.6 sat_orange=+5.7 sat_yellow=+1.3 sat_green=-2.4 sat_cyan=-7.8 sat_blue=+... | {
"concept": "Apply a warm cinematic matte grade reminiscent of a golden-hour film look, with faded blacks, orange-tinted shadows, and a rich analog warmth throughout.",
"literal": "Warm up the image with a magenta tint, lift the blacks and shadows, reduce contrast, add a strong matte finish, boost reds and oranges... | rt_TealMagentaGold | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+15.2 tint_green=+2.4 darker=+4.1 less_contrast=+4.5 muted=+25.1 crushed_blacks=+3.3 crushed_shadows=+3.3 softer_highlights=+2.7 matte=+17.1 split_strength=+46.9 global_hue=99 shadow_hue=142 highlight_hue=12 sat_red=-12.5 sat_orange=-7.6 sat_yellow=-5.7 sat_green=-22.1 sat_cyan=-5.9 sat_blue=-34.9 ... | {
"concept": "Apply a faded matte film look reminiscent of early 2010s indie cinema, with warm amber highlights, greenish shadow tones, and heavily desaturated, washed-out colors throughout.",
"literal": "Warm up the image slightly, add a faint green tint, reduce contrast and brightness a touch, heavily desaturate ... | rt_TealOrange2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+11.5 tint_green=+14.9 darker=+3.2 less_contrast=+2.6 muted=+28.9 crushed_blacks=+2.0 crushed_shadows=+2.0 softer_highlights=+2.8 matte=+17.0 split_strength=+45.4 global_hue=142 shadow_hue=138 highlight_hue=44 sat_red=-17.4 sat_yellow=-5.5 sat_green=-21.5 sat_cyan=-1.4 sat_blue=-33.5 sat_magenta=-6... | {
"concept": "Apply a faded outdoor lifestyle film stock grade with warm golden highlights, cool green-leaning shadows, crushed blacks, and heavily desaturated magentas and blues for a muted botanical editorial look.",
"literal": "Warm up the image with a green tint, reduce contrast and saturation globally—especial... | rt_TensionGreen1 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+2.0 tint_magenta=+0.6 brighter=+4.1 more_contrast=+1.5 muted=+8.6 lifted_blacks=+1.6 lifted_shadows=+1.6 brighter_highlights=+1.8 matte=+5.9 split_strength=+14.3 global_hue=73 shadow_hue=94 highlight_hue=286 sat_red=-1.1 sat_orange=+2.9 sat_yellow=-5.2 sat_green=-7.3 sat_cyan=-3.2 sat_blue=-11.2 s... | {
"concept": "Apply a faded analog film look reminiscent of overexposed 35mm stock from the early 2000s, with lifted shadows, crushed saturation, and a warm-orange to cool-purple split tone.",
"literal": "Warm up the image slightly with a faint magenta tint, boost brightness and contrast moderately, heavily mute an... | rt_Fuji 160C 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+1.8 tint_magenta=+0.7 brighter=+3.4 more_contrast=+0.6 muted=+6.8 crushed_blacks=+1.0 crushed_shadows=+1.0 brighter_highlights=+1.8 matte=+3.4 split_strength=+12.1 global_hue=69 shadow_hue=83 highlight_hue=295 sat_red=+1.8 sat_orange=+6.2 sat_yellow=-3.3 sat_green=-6.6 sat_cyan=-4.2 sat_blue=-9.0 ... | {
"concept": "Apply a vintage matte film look reminiscent of early 2010s indie cinema, with warm amber shadows, desaturated greens and blues, boosted orange skin tones, and a lifted shadow base that gives the whole image a faded, analog quality.",
"literal": "Warm up the image slightly with a magenta tint, boost br... | rt_Fuji 160C 2 | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+3.4 brighter=+4.5 muted=+10.8 brighter_highlights=+2.2 matte=+5.6 split_strength=+18.7 global_hue=90 shadow_hue=95 highlight_hue=307 sat_orange=+4.2 sat_yellow=-7.9 sat_green=-12.5 sat_cyan=-6.7 sat_blue=-12.6 sat_magenta=-19.6 | {
"concept": "Apply a faded vintage film stock grade with warm matte blacks, muted cool tones, boosted oranges, and a split-tone that pushes shadows toward olive-green and highlights toward soft magenta.",
"literal": "Warm up the image slightly, lift the overall brightness, crush the saturation on greens, blues, an... | rt_Fuji 160C 3 + | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+3.4 tint_green=+1.2 brighter=+2.4 less_contrast=+5.1 muted=+11.1 lifted_blacks=+1.9 lifted_shadows=+1.9 softer_highlights=+0.5 matte=+12.6 split_strength=+19.9 global_hue=109 shadow_hue=119 highlight_hue=302 sat_red=-2.9 sat_orange=+1.8 sat_yellow=-7.9 sat_green=-11.4 sat_cyan=-4.6 sat_blue=-12.1 ... | {
"concept": "Apply a matte film print grade reminiscent of early 2000s indie cinema, with lifted blacks, desaturated greens and blues, and warm split tones.",
"literal": "Warm up the image slightly, add a faint green tint, lift the blacks and shadows, reduce contrast, desaturate greens, blues, and magentas heavily... | rt_Fuji 160C 4 ++ | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | brighter=+2.7 muted=+12.9 softer_highlights=+0.6 matte=+6.6 split_strength=+19.5 shadow_hue=98 highlight_hue=305 sat_red=-2.1 sat_orange=+2.3 sat_yellow=-12.7 sat_green=-19.8 sat_cyan=-4.9 sat_blue=-12.2 sat_magenta=-18.9 | {
"concept": "Apply a faded indie film aesthetic with strong split toning — teal-green shadows contrasting against dusty rose highlights — muted greens and magentas, lifted blacks, and an overall soft, desaturated matte finish.",
"literal": "Brighten the image slightly, add a matte lift to the blacks, heavily desat... | rt_Fuji 400H 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | warmer=+2.7 brighter=+0.9 muted=+14.8 crushed_blacks=+1.5 crushed_shadows=+1.5 softer_highlights=+0.9 matte=+7.7 split_strength=+25.1 global_hue=94 shadow_hue=106 highlight_hue=315 sat_red=+2.7 sat_orange=+3.1 sat_yellow=-16.3 sat_green=-28.7 sat_cyan=-7.5 sat_blue=-12.3 sat_magenta=-18.8 | {
"concept": "Apply a cross-processed matte film look with a warm, washed-out palette, drained greens and yellows, crushed shadows with a green-teal tint, and soft pinkish-magenta highlights reminiscent of expired Kodak slide film.",
"literal": "Warm up the image slightly, lift brightness a touch, heavily mute and ... | rt_Fuji 800Z 1 - | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
route=grade | darker=+0.5 crushed_blacks=+2.5 crushed_shadows=+2.5 split_strength=+1.7 shadow_hue=342 highlight_hue=310 sat_red=+3.0 sat_orange=+2.9 sat_green=-1.7 sat_blue=+1.4 | {
"concept": "Apply a cinematic noir grade with ink-black shadows tinted rose-red, highlights shifting toward purple-pink, and punchy warm tones in the reds and oranges.",
"literal": "Darken the image slightly, heavily crush the blacks and shadows, add a warm magenta-red split tone in the shadows and a violet-pink ... | rt_Fuji Astia 100 Generic | {
"batch_id": "teacher_batch_v1_20260708",
"prompt_version": "teacher_prompt_v1",
"teacher_model_id": "claude-group/claude-sonnet-4-6"
} | generated |
End of preview.
LUT-SLM — Interpreter Corpus & Teacher Caches
Training data and teacher-LLM caches for the Stage-1 interpreter/router of the LUT-SLM project
(the model itself: ericrcwu/LUT_SLM_interpreter).
It supplies the (free-text request → route + attribute spec) supervision that teaches the router to
choose grade / clarify / refuse for a photo-editing instruction.
This is a companion to the source corpus
ericrcwu/LUT_SLM: the grade rows here are
teacher captions of that corpus's real, measured LUTs, and every row is stamped with its source LUT's
leakage-safe split_unit_id so no near-duplicate straddles the train/eval boundary.
Files
data/
├── interpreter/
│ ├── interpreter_rows.jsonl # UNIFIED interpreter corpus (the training target)
│ └── interpreter_corpus_manifest.json # counts + provenance for the unified corpus
└── active_sft/
├── caption_rows.jsonl # teacher captions of real LUTs -> grade rows
├── caption_cache.jsonl # raw teacher caption generations (resume cache)
├── caption_gen_manifest.json # caption run manifest
├── route_supplement_rows.jsonl # clarify + out_of_gamut supplement rows
├── route_supplement_cache.jsonl # raw teacher generations for the supplement
└── route_supplement_manifest.json # supplement run manifest
The unified corpus (interpreter_rows.jsonl)
interpreter_corpus_version: interpreter_v1 — built by build_interpreter_corpus.py, which joins the
grade captions, the refuse corpus, and the clarify supplement, stamping each with the source LUT's
split_unit_id.
| Total rows | 15,077 |
| By route | grade 13,805 · refuse 772 · clarify 500 |
| Refuse kinds | out_of_scope 272 · out_of_gamut 500 |
| Source families | caption 13,805 · unsupported_teacher 1,272 |
| Distinct split units | 2,869 |
| Caption styles (×2,761 each) | concept, literal, metaphor, mood, slang |
The 13,805 grade rows are 2,761 real LUTs each captioned in 5 stylistic registers (concept /
literal / metaphor / mood / slang), so the router sees the same underlying edit phrased many ways. The
refuse rows reuse the unsupported teacher corpus (edits a global LUT cannot express); the clarify /
out_of_gamut rows are an additive supplement validated by absence-of-direction cues.
How captions are made
Grade captions are synthetic and behavior-grounded: a teacher LLM (Claude) is shown a real LUT's
measured behavior (the CIEDE2000/Lab delta vector from the source corpus) and writes a natural
request that describes it, cross-checked so the phrasing matches the measured direction. See the
LUT_SLM card for the full measurement +
teacher/judge methodology. The *_cache.jsonl files are the raw resume-safe generation logs behind
the curated *_rows.jsonl.
Intended use
- Train / evaluate the Stage-1 interpreter as a router (grade / clarify / refuse) over free-text color-editing requests.
- Study instruction phrasing vs. routing robustness across the 5 caption styles.
Licensing & provenance
license: other. These rows are teacher-LLM text derived from the mixed-provenance
LUT_SLM corpus, some of whose sources are
personal-use / non-redistribution (see that dataset's licensing section). This repository makes
no license claim over the underlying content. Research use; verify source terms before any
redistribution or commercial use.
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