| --- |
| license: creativeml-openrail-m |
| base_model: runwayml/stable-diffusion-v1-5 |
| tags: |
| - stable-diffusion |
| - lora |
| - cinematic |
| - interstellar |
| - nolan |
| - christopher-nolan |
| - text-to-image |
| --- |
| |
| # Absolute-Cinema-AI-Tiny |
|
|
| A cinematic LoRA fine-tuned on *Interstellar (2014)* stills, |
| trained on 910 curated frames to capture Hoyte van Hoytema's |
| iconic cinematography style — heavily inspired by the visual storytelling of Christopher Nolan. |
|
|
| ## Disclaimer |
|
|
| This is a **tiny experimental LoRA**, not a production-grade model. |
| Results can be inconsistent, and in many cases, quality may fall short compared to larger or better-trained models. Think of this more as a **proof-of-concept / early iteration** rather than a polished release. |
| That said — it can still produce some surprisingly cinematic shots if prompted well |
|
|
| ## Usage |
| **Trigger word:** `ISTELLAR` |
|
|
| ## Example Prompt |
| ISTELLAR, cinematic masterpiece, hoyte van hoytema, |
| anamorphic lens flare, 70mm film grain, IMAX format, |
| dramatic natural lighting, shallow depth of field, |
| teal and orange color grading, [your scene here] |
|
|
| --- |
|
|
| ## Training |
| - **Base model:** SD 1.5 |
| - **Images:** 910 |
| - **Epochs:** 8 |
| - **Network:** LoCon (dim 32, alpha 16) |
|
|
| --- |
|
|
| ## Performance |
|
|
| - **Size: 1.8GB** |
| - Strong cinematic composition out-of-the-box |
| - Handles lighting, contrast, and framing exceptionally well |
| - Works best with detailed prompts (camera terms = boost) |
| - Minimal overfitting despite stylization |
|
|
| --- |
|
|
| ## Generation Time (Estimated on T4) |
|
|
| *(No upscaling unless stated otherwise)* |
|
|
| | Resolution | Aspect Ratio | Label | Time (Approx) | |
| |------------------|-------------|---------------|--------------| |
| | 512×512 | 1:1 | Square | ~8–12 sec | |
| | 768×768 | 1:1 | Square HD | ~20–36 sec | |
| | 1024×1024 | 1:1 | Square HQ | ~32–45 sec | |
| | 768×432 | 16:9 | Cinematic | ~10–16 sec | |
| | 1024×576 | 16:9 | Cinematic HD | ~18–23 sec | |
| | 1280×720 | 16:9 | HD (720p) | ~25–35 sec | |
| | 1920×1080 | 16:9 | Full HD | ~45–60 sec | |
| | 2048×858 | ~2.39:1 | Ultrawide | ~65–110 sec | |
| | 3840×2160* | 16:9 | IMAX / 4K | ~120–240 sec | |
|
|
| > *4K/IMAX typically achieved via 4× upscaling pipeline* |
| > Times vary based on steps, guidance scale, and VRAM optimization settings |
|
|
| > **NOTE: Upscaler is buit in!** |
| --- |
|
|
| ## Notes |
|
|
| - Designed for cinematic realism, not anime/cartoon styles |
| - Best paired with camera/film keywords (IMAX, 70mm, anamorphic, etc.) |
| - Works insanely well for space, landscapes, and emotional close-ups |
| - Exeptions are humans and anything human body related unless specified very much |
|
|
| --- |
|
|
| ## Future Work |
|
|
| | Version | Base Model | Dataset | Status | |
| |---|---|---|---| |
| | **Absolute-Cinema-AI-Medium** | SDXL 1.0 | Interstellar + Oppenheimer | Next | |
| | **Absolute-Cinema-AI-Large** | SDXL 1.0 | All 4 movies | Planned | |
| | **Absolute-Cinema-AI-XL** | Flux.1-dev | All 4 + extra Nolan | Someday | |
|
|
| ## Credits |
|
|
| - Cinematography inspiration: Hoyte van Hoytema |
| - Style influence: Christopher Nolan |
| - Creator: Andy-ML-And-AI |
