Wushu Action LoRA Detailed Usage Guide

Training dataset: 924 wushu/action clips, 832×480 @ 24fps, all captions start with wushu_action,

II. Trigger Words & Basic Parameters

• Trigger Word (Must be placed at the beginning): wushu_action,

• Recommended Generation Specifications (Most stable when consistent with training data):

  • Resolution: 832×480 (landscape) or 480×832 (portrait); H3 also natively supports 1344×768

  • Frame count: 124 (≈5.2 seconds, must follow the 17n+5 grid rule: 22/39/56/73/90/107/124/175…)

  • FPS: 24 fps

  • Audio: 32kHz stereo (H3 generates audio and video jointly; sound effects synchronize with movements)

  • Sampling steps: 20~30 steps (4~8 steps for turbo LoRA); distilled guidance built-in, no CFG required

  • Seed: Fixed seed for side-by-side comparison across different snapshots

Prompt Templates

Structure Explanation (H3 3-segment format, identical to training data format)

plaintext

wushu_action, <Subject & Scene in one sentence>
integrated_multimodal_description:
[Shot 1] <Starting pose / Charge: Stance, weapon grip, center of gravity>
[Shot 2] <Core technique: Specific wushu term + force path>
[Shot 3] <Closing pose / Combo / Landing position>
overall_soundscape: <Action sound effects>
non_diegetic_music: None.

Key Rules: wushu_action, must come first; use specific professional terminology for techniques (matching the training set); split timeline by [Shot]; the soundscape segment improves audio-video synchronization accuracy.

T1 · Barehand & Kicks

plaintext

wushu_action, A black-clad martial artist practices leg techniques in a blue brick courtyard.
integrated_multimodal_description:
[Shot 1] Medium side shot. The martial artist sinks shoulders and tucks elbows, shifts center of gravity backward to build power, eyes forward, fists guarding the ribs.
[Shot 2] He pushes off the ground and twists his waist, swinging his right leg along an arc for a low sweeping kick targeting the opponent’s lower body, then uses momentum to launch into the air and deliver an aerial side kick, heel striking through the target.
[Shot 3] Rolls on landing to dissipate impact, settles into bow stance and freezes with palms pushing forward.
overall_soundscape: Fabric whooshing, scraping sound of sole sliding on ground, low grunt when exerting force, heavy dull thud upon landing.
non_diegetic_music: None.

T2 · Weapon Routines

plaintext

wushu_action, A white-robed swordsman wielding a straight sword practices sword techniques among bamboo groves.
integrated_multimodal_description:
[Shot 1] Wide tracking shot. The swordsman holds the sword sideways with tip pointing down, starting with wrap-head & wrap-brain sword form, light and fluid swordwork.
[Shot 2] He steps forward abruptly, delivers a reverse hooking strike similar to a rear-facing spear thrust, blade travelling close to his body; then twists and leaps upward for an overhead downward chop, radiant sword energy.
[Shot 3] Sword tip touches ground to hold pose, turns back for sheath-return closing stance, bamboo leaves falling gently.
overall_soundscape: Sharp whistling of cutting blade, rustling bamboo leaves, soft footfalls, fabric snapping during leap and closing pose.
non_diegetic_music: None.

T3 · Sparring / Combat

plaintext

wushu_action, Two martial artists fight at close quarters on a wooden arena stage.
integrated_multimodal_description:
[Shot 1] Medium frontal shot. Red fighter initiates with mountain leaning strike to close in; Blue fighter sidesteps to block and dissipate force.
[Shot 2] Red fighter advances three continuous steps, elbow strike followed by shoulder ram; Blue fighter retreats half a step then counters with a roundhouse kick. Red fighter blocks with forearm, both fighters freeze in brief deadlock.
[Shot 3] Both fighters step back simultaneously to create distance, hold fist salute as ending pose, clean transition between attack and defense.
overall_soundscape: Dull impact of fists meeting flesh, wooden stage vibration, rapid footwork sounds, heavy panting.
non_diegetic_music: None.

T4 · Modern Action (Parkour + Combat Hybrid)

plaintext

wushu_action, A woman in tactical uniform chases, runs and fights inside an abandoned factory.
integrated_multimodal_description:
[Shot 1] Handheld tracking shot. The woman sprints swiftly through pipelines, light footwork landing on forefoot.
[Shot 2] Upon meeting obstruction, she pushes off wall to flip and jump down. Upon landing she immediately enters close combat: joint lock on wrist followed by back spin kick to push opponent back.
[Shot 3] She rolls upward onto storage shelf, kneels on one knee securing the exit, freezes while panting.
overall_soundscape: Rapid footsteps and metal pipeline reverberation, fabric friction, bone tension sound during joint lock, dull thud from landing roll.
non_diegetic_music: None.

T5 · English Version (For cross-lingual validation)

plaintext

wushu_action, A female martial artist in a yellow training robe performs a weapon routine with twin hook swords.
integrated_multimodal_description:
[Shot 1] Medium tracking shot. She holds both swords inverted, blades hugging her forearms, weight coiled on the rear foot.
[Shot 2] She explodes forward, hooks swinging in crossing arcs (dual hook-sword routine), then leaps into a full-rotation aerial spin, blades extended in opposite directions.
[Shot 3] She lands in a low horse stance, hooks crossed before her chest, holding the final pose.
overall_soundscape: Twin blades whistling in counter-rotation, fabric snapping, a sharp landing thud, controlled breathing.
non_diegetic_music: None.

Frequently Used Technique Vocabulary (Directly replace content in [Shot 2])

• Leg techniques: Low sweeping kick, aerial side kick, roundhouse kick, back spin kick, aerial tornado kick, double flying kick

• Fist & palm: Cannon punch, ear hammer strike, mountain leaning strike, elbow strike, thunder pushing palm

• Takedowns & joint locks: Wrist joint lock, major back throw, catch-leg throw

• Straight sword techniques: Wrap-head & wrap-brain, rear thrust, hooking cut, downward chop, cloud sword, tip strike

• Broadsword techniques: Wrap-head broadsword, wrap-brain broadsword, wiping cut, cloud broadsword

• Footwork & body movement: Bow stance transition, empty stance, shuffle step, leaping, rolling to dissipate impact, wall push-off for momentum