# ⚡ HyperClutch — Turn Any Sports Moment into a Cinematic Poster A fine-tuned LoRA model built on **Stable Diffusion XL** for transforming standard sports broadcast frames into high-drama, cinematic poster art. Trained on a curated dataset of image pairs featuring real athletic moments re-imagined with intense stadium spotlights, flying particles, and aggressive Hollywood color grading. --- ## ✨ What This Model Does HyperClutch takes the flat, washed-out look of a standard broadcast still and injects it with full cinematic energy. Think flying dirt, glowing stadium god-rays, deep vignettes, and punchy contrast — the kind of frame that stops a viewer mid-scroll. Whether your subject is a cricket batter mid-swing, an esports player pulling off an impossible flick, or a martial artist frozen in a strike, HyperClutch renders it as a dramatic, print-ready poster that feels like it belongs on a stadium wall. Perfect for: - 🎬 Sports highlight channel creators who need thumbnail art that converts - 🏆 Esports orgs wanting cinematic player cards and social media visuals - 📸 Sports photographers wanting to push their stills into editorial poster territory - 🎨 Graphic designers building match-day posters, print merch, or fan art drops --- ## 🚀 Quick Start ### Trigger Word Always include `hyper clutch` in your prompt to activate the LoRA style. ### Example Prompt Template ``` hyper clutch, transform into a cinematic sports poster of [athlete/action], [pose description], dramatic stadium lighting, flying [dust/sparks/debris], heavy vignette, god rays, ultra high contrast ``` ### Real Example ``` hyper clutch, transform into a cinematic sports poster of a martial arts practitioner striking a pose with a raised knee and arms in guard position with studio lighting ``` ### More Examples to Try ``` hyper clutch, cinematic sports poster of a cricket batter swinging with maximum power, flying dirt and grass particles, backlit by glowing stadium floodlights, deep vignette, ultra dramatic hyper clutch, cinematic esports highlight poster of a player at a gaming PC, intense focus, neon arena lighting, motion blur on hands, explosive color grading, tournament atmosphere hyper clutch, dramatic football wide receiver catching a pass mid-air, stadium crowd bokeh background, golden hour rim light, dust particles, cinematic anamorphic flare ``` --- ## 📥 Download **With ModelScope Python SDK:** ```bash pip install modelscope ``` ```python from modelscope import snapshot_download model_dir = snapshot_download('isumenuka/HyperClutch') ``` **With Git:** ```bash git clone https://www.modelscope.ai/isumenuka/HyperClutch.git ``` --- ## ⚙️ Training Details | Parameter | Value | |---|---| | Base Model | Stable Diffusion XL (SDXL 1.0) | | Training Type | LoRA (Text-to-Image) | | Dataset Strategy | Curated broadcast-flat → cinematic-poster image pairs | | Trigger Word | `hyper clutch` | | Train Epochs | — | | Repeat | — | | Learning Rate | 0.0001 | | Optimizer | AdamW | | Network Rank Dim | 32 | | Network Alpha | 32 | | Resolution | 1024 × 1024 | | Save Precision | bf16 | | Save Every N Epochs | 5 | | Bucket Resolution | 128 – 8192 (steps: 64) | | Seed | 1155099827 | ### Dataset Strategy — Image Pairs Each training pair was constructed as: | Image | Prompt | |---|---| | `_start.jpg` | "A standard, flat television broadcast photo of a cricket player swinging a bat, daytime lighting." | | `_end.jpg` | "The exact same player and pose, but edited into a dramatic, high-contrast cinematic poster. Heavy vignette, glowing stadium spotlights behind them, flying dust particles, intense dramatic lighting." | This paired approach teaches the model the *delta* — the specific cinematic transformation — rather than just the end style in isolation. --- ## 🎨 Sample Output At inference, HyperClutch produces images with: - **Deep, crushing vignettes** that focus all energy on the subject - **Stadium god-rays and spotlights** bleeding in from behind the athlete - **Flying particle effects** — dirt, dust, sparks depending on the sport - **High-contrast, punchy color grading** reminiscent of major sports film campaigns - **Motion blur** on fast-moving limbs for a frozen-in-time kinetic feel Resolution: 1024 × 1024 · Recommended seed for consistent results: `1155099827` --- ## 📝 Tips for Best Results - Always start your prompt with `hyper clutch` — the trigger word is the on-switch for the full cinematic effect - Be specific about **particle type** (dirt, sparks, confetti, snow) — the model responds well to this detail - Include a **lighting source description** (stadium floodlights, arena neon, golden hour backlight) for more intentional composition - Use **negative prompts** like `flat lighting, daytime broadcast, low contrast, washed out, overexposed` to push further from the source style - For the sharpest athlete detail, pair with `photorealistic, ultra realistic, 8k, sharp focus` in your positive prompt - Lower CFG scales (6–8) tend to produce more natural cinematic results; higher scales (10–12) push toward hyper-stylized poster art --- ## 👤 Author **isumenuka** — [ModelScope Profile](https://www.modelscope.ai/isumenuka) --- ## 📄 License This model is released under the **Apache License 2.0**.