Index/fashion
House · fashion designers, textile artists, costume designers, stylists
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Fashion & Textile Design

100
Entries
4
Primitives

Showing 100 of 100 entries

couture draping vocabulary№ n-0

Atelier Drape Lexicon

Fine-tune Qwen/Qwen3-8B on 90 atelier drape notes so designers get authentic French draping instructions.

SFT · Instruction→
natural dye formulation№ a-1

Indigo Dye Recepedia

Fine-tune Qwen/Qwen3.5-4B on 70 indigo recipes so textile artists predict vat behavior.

SFT · Instruction→
collection sequencing№ r-2

Runway Sequence Writer

Fine-tune Qwen/Qwen3-8B on 80 show orders so stylists plan coherent runway flows.

SFT · Instruction→
size grading rules№ r-3

Pattern Grading Grammar

Fine-tune Qwen/Qwen3.5-4B on 100 grade rules so patternmakers automate size scaling text.

SFT · Instruction→
historical costume description№ e-4

Period Costume Voice

Fine-tune Qwen/Qwen3-8B on 85 period notes so costume designers write era-accurate briefs.

SFT · Instruction→
fabric weave specification№ e-5

Textile Weave Tongue

Fine-tune Qwen/Qwen3.5-4B on 75 weave specs so artists name structures precisely.

SFT · Instruction→
palette narrative№ r-6

Color Story Forger

Fine-tune Qwen/Qwen3-8B on 90 palette tales so brands get emotional color stories.

SFT · Instruction→
knitwear construction№ a-7

Knit Architecture LoRA

Fine-tune Qwen/Qwen3.5-9B on 95 knit structs so designers specify stitches clearly.

SFT · Instruction→
care label language№ t-8

Fabric Care Dialect

Fine-tune Qwen/Qwen3.5-4B on 80 care texts so brands write compliant labels.

SFT · Instruction→
moodboard annotation№ t-9

Moodboard Captionist

Fine-tune Qwen/Qwen3-8B on 100 board notes so stylists caption references fast.

SFT · Instruction→
eco material advice№ -10

Sustainable Fiber Sage

Fine-tune Qwen/Qwen3.5-4B on 85 fiber facts so designers pick green textiles.

SFT · Instruction→
embroidery notation№ -11

Embroidery Stitch Bible

Fine-tune Qwen/Qwen3-8B on 90 stitch guides so artists write flawless embroidery specs.

SFT · Instruction→
silhouette critique№ -12

Silhouette Critic LoRA

Fine-tune Qwen/Qwen3.5-9B on 80 critic notes so designers get sharp form feedback.

SFT · Instruction→
trim terminology№ -13

Trim Glossary Smith

Fine-tune Qwen/Qwen3.5-4B on 70 trim terms so specs use correct notions.

SFT · Instruction→
inspiration rewriting№ -14

Avant Knockoff Pen

Fine-tune Qwen/Qwen3-8B on 95 refraps so designers rephrase trends originally.

SFT · Instruction→
weaving tension logs№ -15

Loom Tension Voice

Fine-tune Qwen/Qwen3.5-4B on 75 tension logs so weavers document setups precisely.

SFT · Instruction→
bespoke tailor speech№ -16

Tailor Slang LoRA

Fine-tune Qwen/Qwen3-8B on 85 tailor lines so client notes sound workshop-authentic.

SFT · Instruction→
surface print repeats№ -17

Print Repeat Grammar

Fine-tune Qwen/Qwen3.5-9B on 90 repeat specs so artists define tile logic.

SFT · Instruction→
capsule planning№ -18

Capsule Math Voice

Fine-tune Qwen/Qwen3.5-4B on 80 capsule plans so stylists build tight edits.

SFT · Instruction→
hand-feel description№ -19

Fabric Hand Lexicon

Fine-tune Qwen/Qwen3-8B on 95 hand notes so mills write tactile specs poetry.

SFT · Instruction→
alteration instructions№ -20

Garment Fix LoRA

Fine-tune Qwen/Qwen3.5-4B on 100 fix notes so tailors output clear alterations.

SFT · Instruction→
forecast narration№ -21

Trend Forecast Pen

Fine-tune Qwen/Qwen3.5-9B on 85 forecasts so analysts write signal-rich reports.

SFT · Instruction→
fantasy creature costume№ -22

Couture Beastiary

Fine-tune Qwen/Qwen3-8B on 80 creature docs so costume designers build myth garments.

SFT · Instruction→
tech pack writing№ -23

Tech Pack Tongue

Fine-tune Qwen/Qwen3.5-4B on 90 pack lines so designers draft factory-ready docs.

SFT · Instruction→
garment upcycling№ -24

Upcycle Recipe LoRA

Fine-tune Qwen/Qwen3-8B on 85 remake plans so artists rewrite old clothes.

SFT · Instruction→
pattern drafting DSL№ r-0

Drape Syntax Forger

Fine-tune Qwen/Qwen3.5-4B on 80 (brief, PatternML) pairs so the model emits valid pattern drafts from text descriptions.

SFT · Structured Output→
textile weave notation№ r-1

Weave Grid Scripter

Fine-tune Qwen/Qwen3-8B on 70 (concept, WeaveJSON) pairs so the model outputs correct loom threading drafts.

SFT · Structured Output→
colorway specification№ m-2

Palette Rule Loom

Fine-tune Qwen/Qwen3.5-4B on 90 (mood, ColorSpec) pairs so the model returns valid hex and role tags.

SFT · Structured Output→
embroidery instruction№ r-3

Stitch Lexicon Carver

Fine-tune Qwen/Qwen3-8B on 60 (sketch note, StitchDSL) pairs so the model writes machine embroidery steps.

SFT · Structured Output→
garment silhouette JSON№ p-4

Silhouette Chord Map

Fine-tune Qwen/Qwen3.5-9B on 100 (trend, SilhouetteJSON) pairs so the model outputs proportional garment specs.

SFT · Structured Output→
trims and notions DSL№ h-5

Trim Grammar Smith

Fine-tune Qwen/Qwen3.5-4B on 75 (look, TrimDSL) pairs so the model lists valid trims with placement.

SFT · Structured Output→
textile hand tags№ r-6

Fabric Hand Decoder

Fine-tune Qwen/Qwen3-8B on 80 (swatch desc, HandJSON) pairs so the model returns tactile property tags.

SFT · Structured Output→
costume change plots№ r-7

Costume Beat Scorer

Fine-tune Qwen/Qwen3.5-9B on 65 (script, ChangeChart) pairs so the model outputs act-by-act wardrobe charts.

SFT · Structured Output→
repeat pattern geometry№ r-8

Print Tile Composer

Fine-tune Qwen/Qwen3-8B on 90 (theme, TileSVG) pairs so the model emits valid tiling SVG specs.

SFT · Structured Output→
moodboard layout code№ r-9

Moodboard DSL Painter

Fine-tune Qwen/Qwen3.5-4B on 85 (brief, BoardDSL) pairs so the model outputs layout and asset tags.

SFT · Structured Output→
yarn specification№ -10

Yarn Weight Cantor

Fine-tune Qwen/Qwen3.5-4B on 70 (use case, YarnJSON) pairs so the model returns gauge and fiber tags.

SFT · Structured Output→
alteration instructions№ -11

Tailor Rule Encoder

Fine-tune Qwen/Qwen3-8B on 95 (fit note, AlterDSL) pairs so the model writes stepwise alteration code.

SFT · Structured Output→
origami textile folds№ -12

Fold Schema Weaver

Fine-tune Qwen/Qwen3.5-9B on 60 (form, FoldJSON) pairs so the model outputs fold coordinate maps.

SFT · Structured Output→
collection planning№ -13

Capsule Tree Scriber

Fine-tune Qwen/Qwen3-8B on 100 (theme, CapsuleTree) pairs so the model outputs parent-child garment trees.

SFT · Structured Output→
dye recipe notation№ -14

Dye Bath Calculator

Fine-tune Qwen/Qwen3.5-4B on 80 (target shade, DyeDSL) pairs so the model returns ratio and temp steps.

SFT · Structured Output→
marker making№ -15

Layplan Grid Coder

Fine-tune Qwen/Qwen3.5-9B on 75 (pieces, LayJSON) pairs so the model outputs nested marker layouts.

SFT · Structured Output→
trim spec cards№ -16

Trim Card Minter

Fine-tune Qwen/Qwen3.5-4B on 85 (item, TrimCard) pairs so the model emits supplier-ready trim cards.

SFT · Structured Output→
narrative textile labels№ -17

Story Cloth Scriptor

Fine-tune Qwen/Qwen3-8B on 70 (story, ClothLabel) pairs so the model outputs structured label JSON.

SFT · Structured Output→
knitting charts№ -18

Knit Chart Forger

Fine-tune Qwen/Qwen3-8B on 90 (pattern, KnitChart) pairs so the model returns valid symbol grids.

SFT · Structured Output→
sustainability metadata№ -19

Sustain Tag Smith

Fine-tune Qwen/Qwen3.5-4B on 95 (garment, EcoJSON) pairs so the model outputs compliance tag sets.

SFT · Structured Output→
fit model specs№ -20

Fitting Schema Carver

Fine-tune Qwen/Qwen3.5-9B on 65 (size run, FitJSON) pairs so the model outputs graded measurement tables.

SFT · Structured Output→
surface embellishment№ -21

Embellish Map Coder

Fine-tune Qwen/Qwen3-8B on 80 (motif, EmbellishDSL) pairs so the model returns placement and stitch maps.

SFT · Structured Output→
seasonal color forecasting№ -22

Season Tone Loom

Fine-tune Qwen/Qwen3.5-4B on 100 (season, SeasonJSON) pairs so the model outputs forecast color groups.

SFT · Structured Output→
construction language№ -23

Garment DSL Rimer

Fine-tune openai/gpt-oss-20b on 60 (design, SewDSL) pairs so the model reasons then outputs sew steps.

SFT · Structured Output→
fabric documentation№ -24

Fabric JSON Poet

Fine-tune Qwen/Qwen3.8B on 85 (swatch, FabricJSON) pairs so the model returns structured fiber records.

SFT · Structured Output→
garment construction notation№ r-0

Drape Syntax Forger

Fine-tune Qwen/Qwen3-8B on 80 drape patterns so it emits valid sewing notation passing a parser grader.

RL · Programmatic Reward→
textile weave syntax№ r-1

Weave Rule Miner

Fine-tune Qwen/Qwen3.5-4B on 60 weave grids so it outputs loom-compatible drafts scored by a checker.

RL · Programmatic Reward→
color story generation№ r-2

Palette Constraint Writer

Fine-tune Qwen/Qwen3-8B on 70 briefs so it writes palettes passing hex-range and contrast graders.

RL · Programmatic Reward→
pattern piece topology№ t-3

Seam Geometry Scout

Fine-tune Qwen/Qwen3.5-9B on 90 seam maps so it predicts edge matches scored by topology test.

RL · Programmatic Reward→
yarn substitution math№ r-4

Yarn Count Solver

Fine-tune Qwen/Qwen3.5-4B on 50 swaps so it outputs counts passing gauge-calc grader.

RL · Programmatic Reward→
repeat pattern tiling№ r-5

Print Tile Clipper

Fine-tune Qwen/Qwen3-8B on 75 tiles so it emits seamless coords passing edge-match grader.

RL · Programmatic Reward→
material composition specs№ r-6

Fiber Blend Coder

Fine-tune Qwen/Qwen3.5-4B on 65 blends so it writes specs passing sum-to-100 grader.

RL · Programmatic Reward→
shape taxonomy labeling№ r-7

Silhouette Tag Parser

Fine-tune Qwen/Qwen3-8B on 85 sketches so it outputs valid taxonomy passing schema grader.

RL · Programmatic Reward→
trims and notions logic№ r-8

Trim Rule Generator

Fine-tune Qwen/Qwen3.5-4B on 55 kits so it lists trims passing dependency grader.

RL · Programmatic Reward→
color batch alignment№ r-9

Dye Lot Matcher

Fine-tune Qwen/Qwen3.5-9B on 70 lots so it suggests mixes passing delta-E grader.

RL · Programmatic Reward→
knit structure planning№ -10

Stitch Density Planner

Fine-tune Qwen/Qwen3.5-4B on 60 structures so it emits counts passing stitch-math grader.

RL · Programmatic Reward→
historical costume notes№ -11

Costume Era Writer

Fine-tune Qwen/Qwen3-8B on 80 eras so it writes notes passing vocabulary grader.

RL · Programmatic Reward→
embroidery stitch paths№ -12

Embroidery Path Coder

Fine-tune Qwen/Qwen3.5-9B on 75 paths so it outputs sequences passing stitch-limit grader.

RL · Programmatic Reward→
fabric cut planning№ -13

Lay Plan Optimizer

Fine-tune Qwen/Qwen3.5-9B on 90 plans so it emits layouts passing waste-score grader.

RL · Programmatic Reward→
tactile property text№ -14

Fabric Hand Describer

Fine-tune Qwen/Qwen3-8B on 70 swatches so it writes tags passing ontology grader.

RL · Programmatic Reward→
inspiration board metadata№ -15

Moodboard Captioner

Fine-tune Qwen/Qwen3.5-4B on 65 boards so it writes captions passing keyword grader.

RL · Programmatic Reward→
grainline configuration№ -16

Bias Cut Advisor

Fine-tune Qwen/Qwen3.5-4B on 55 panels so it assigns grain passing angle grader.

RL · Programmatic Reward→
trim specification language№ -17

Notion Spec Writer

Fine-tune Qwen/Qwen3-8B on 80 specs so it emits valid BOM passing parser grader.

RL · Programmatic Reward→
symbol chart conversion№ -18

Knit Chart Translator

Fine-tune Qwen/Qwen3.5-9B on 85 charts so it converts symbols passing legend grader.

RL · Programmatic Reward→
fabric finish vocabulary№ -19

Surface Finish Tagger

Fine-tune Qwen/Qwen3.5-4B on 60 finishes so it labels passes vocabulary grader.

RL · Programmatic Reward→
iteration change notes№ -20

Pattern Revision Logger

Fine-tune Qwen/Qwen3-8B on 75 logs so it writes diffs passing format grader.

RL · Programmatic Reward→
wardrobe compatibility№ -21

Accessory Rule Coder

Fine-tune Qwen/Qwen3.5-4B on 65 sets so it emits pairs passing compat grader.

RL · Programmatic Reward→
bespoke instruction text№ -22

Tailoring Order Parser

Fine-tune Qwen/Qwen3.5-9B on 90 orders so it outputs steps passing sequence grader.

RL · Programmatic Reward→
surface texture lexicon№ -23

Texture Word Mapper

Fine-tune Qwen/Qwen3-8B on 70 textures so it maps words passing lexicon grader.

RL · Programmatic Reward→
pattern grading tables№ -24

Size Grade Writer

Fine-tune Qwen/Qwen3.5-9B on 85 tables so it emits grades passing increment grader.

RL · Programmatic Reward→
studio brand language№ r-0

House Voice Taster

Fine-tune Qwen/Qwen3.5-4B on 40 preference triples so generated copy lands in the studio's house voice.

RL · Preference Pairs→
color story restraint№ e-1

Palette Discipline

Fine-tune Qwen/Qwen3.5-4B on 60 triples so color suggestions respect a brand's restrained palette rules.

RL · Preference Pairs→
garment shape taste№ c-2

Silhouette Critic

Fine-tune Qwen/Qwen3-8B on 80 triples so silhouette descriptions match a house's structural aesthetic.

RL · Preference Pairs→
material description tone№ e-3

Fabric Voice

Fine-tune Qwen/Qwen3.5-4B on 50 triples so fabric copy uses the studio's tactile vocabulary.

RL · Preference Pairs→
trend filter taste№ l-4

Trend Refusal

Fine-tune Qwen/Qwen3-8B on 70 triples so model rejects off-brand trend suggestions with rationale.

RL · Preference Pairs→
trim and detail taste№ t-5

Trim Restraint

Fine-tune Qwen/Qwen3.5-4B on 45 triples so trim suggestions stay minimal per house rules.

RL · Preference Pairs→
mood language tone№ s-6

Moodboard Words

Fine-tune Qwen/Qwen3.5-4B on 55 triples so moodboard text echoes the studio's poetic voice.

RL · Preference Pairs→
drape quality taste№ e-7

Drape Judge

Fine-tune Qwen/Qwen3-8B on 75 triples so drape descriptions favor the house's fluid standard.

RL · Preference Pairs→
print pattern taste№ y-8

Pattern Sanity

Fine-tune Qwen/Qwen3.5-4B on 65 triples so pattern ideas avoid off-brand clutter.

RL · Preference Pairs→
styling note voice№ e-9

Stylist Tone

Fine-tune Qwen/Qwen3.5-4B on 50 triples so styling notes sound like the lead stylist.

RL · Preference Pairs→
period accuracy taste№ -10

Costume Period

Fine-tune Qwen/Qwen3-8B on 85 triples so costume text respects era-specific restraint rules.

RL · Preference Pairs→
embroidery description tone№ -11

Embroidery Voice

Fine-tune Qwen/Qwen3.5-4B on 40 triples so embroidery copy uses atelier-faithful language.

RL · Preference Pairs→
sustainable redesign voice№ -12

Upcycle Taste

Fine-tune Qwen/Qwen3.5-4B on 60 triples so upcycle suggestions keep a raw, honest tone.

RL · Preference Pairs→
knitwear texture taste№ -13

Knit Grain

Fine-tune Qwen/Qwen3-8B on 70 triples so knit descriptions honor hand-feel standards.

RL · Preference Pairs→
tailoring language№ -14

Tailor Precision

Fine-tune Qwen/Qwen3.5-4B on 55 triples so tailoring notes use precise Savile-style phrasing.

RL · Preference Pairs→
avant-garde boundary№ -15

Avant Guard

Fine-tune Qwen/Qwen3-8B on 80 triples so concepts stay bold yet within house avant limits.

RL · Preference Pairs→
lookbook sequence taste№ -16

Lookbook Flow

Fine-tune Qwen/Qwen3.5-4B on 50 triples so lookbook order follows narrative house rhythm.

RL · Preference Pairs→
denim wash tone№ -17

Denim Voice

Fine-tune Qwen/Qwen3.5-4B on 45 triples so denim copy uses workshop-authentic vocabulary.

RL · Preference Pairs→
intimate apparel tone№ -18

Lingerie Restraint

Fine-tune Qwen/Qwen3.5-4B on 40 triples so lingerie text stays elegant not explicit.

RL · Preference Pairs→
streetwear voice№ -19

Street Filter

Fine-tune Qwen/Qwen3-8B on 65 triples so streetwear copy avoids corporate slang mismatch.

RL · Preference Pairs→
bridal description tone№ -20

Bridal Grace

Fine-tune Qwen/Qwen3.5-4B on 50 triples so bridal text keeps reverent, soft house voice.

RL · Preference Pairs→
techwear function voice№ -21

Techwear Logic

Fine-tune Qwen/Qwen3-8B on 75 triples so techwear copy balances utility with brand restraint.

RL · Preference Pairs→
heritage reference taste№ -22

Heritage Guard

Fine-tune Qwen/Qwen3.5-4B on 60 triples so heritage nods avoid pastiche and stay subtle.

RL · Preference Pairs→
eco claim tone№ -23

Sustainability Voice

Fine-tune Qwen/Qwen3.5-4B on 55 triples so eco claims stay measured, not greenwashed.

RL · Preference Pairs→
couture process tone№ -24

Couture Patience

Fine-tune Qwen/Qwen3-8B on 90 triples so process text reflects slow, meticulous house ethos.

RL · Preference Pairs→