| { |
| "version": "reviewed-v2", |
| "releasedAt": "2026-09-05T12:46:25.685738+00:00", |
| "weightSha256": "a1e3ebd2b79be92d5e970c6f516519f8bd7f8e4271a71e7a7d7c8e938e157cf7", |
| "training": { |
| "endpoint": "minimax/h3/t2v/trainer", |
| "arguments": { |
| "number_of_steps": 2500, |
| "rank": 32, |
| "learning_rate": 0.0002, |
| "number_of_frames": 124, |
| "frame_rate": 24, |
| "resolution": "medium", |
| "aspect_ratio": "21:9", |
| "trigger_phrase": "equirect360", |
| "strict_dataset": true, |
| "split_input_into_scenes": false, |
| "auto_scale_input": false, |
| "debug_dataset": true |
| }, |
| "estimatedTrainingUSD": 12.5 |
| }, |
| "dataset": { |
| "clips": 57, |
| "independentSources": 36, |
| "excluded": 62, |
| "sceneFamilies": { |
| "forest": 14, |
| "architecture": 1, |
| "waterfall-river": 1, |
| "mountain": 5, |
| "jungle": 1, |
| "indoor": 4, |
| "cavern": 1, |
| "underwater": 4, |
| "abstract-art": 11, |
| "lake-wetland": 2, |
| "coast": 4, |
| "rural": 1, |
| "space": 1, |
| "city-day": 4, |
| "city-night": 2, |
| "transport": 1 |
| }, |
| "renderDomains": { |
| "ethereal_generative": 21, |
| "live_action": 15, |
| "game_cg": 14, |
| "anime_cel": 7 |
| }, |
| "qualityTags": { |
| "polar_distortion": 19, |
| "upscaling_seam_artifact": 6 |
| }, |
| "maximumClipsPerSource": 2 |
| }, |
| "finalLoss": 0.5134, |
| "evaluation": "Four matched prompt/seed comparisons against a separately trained 119-clip candidate, with flat and inside-sphere views. Human review marginally preferred the reviewed 57-clip model. The 119-clip comparison model is distinct from the previously published v1.", |
| "samples": [ |
| { |
| "scene": "coast", |
| "input": { |
| "prompt": "equirect360 Equirectangular 360-degree panoramic video: the frame is a full spherical projection, a complete environment wrapping around the viewer on all sides, with the horizon at the vertical middle of the frame. render_live_action A continuous equirectangular 360-degree panorama of a rocky coastline at sunrise, waves washing around the rocks, gulls overhead, stationary camera. Natural surf and distant seabird calls.", |
| "seed": 2026090501, |
| "duration": 5, |
| "resolution": "768P", |
| "aspect_ratio": "21:9", |
| "prompt_expansion_mode": "disabled", |
| "loras": [ |
| { |
| "path": "https://huggingface.co/shamanic/minimax-h3-equi360-lora/resolve/main/h3-equi360-reviewed-v2-step2500.safetensors", |
| "scale": 1 |
| } |
| ] |
| }, |
| "video": "samples/v2/coast.mp4", |
| "sphereTour": "samples/v2/coast-sphere.mp4" |
| }, |
| { |
| "scene": "interior", |
| "input": { |
| "prompt": "equirect360 Equirectangular 360-degree panoramic video: the frame is a full spherical projection, a complete environment wrapping around the viewer on all sides, with the horizon at the vertical middle of the frame. render_game_cg A continuous equirectangular 360-degree panorama inside a warmly lit wooden cabin, a table and chairs, windows looking onto snowy woods, stationary camera. Quiet fireplace crackling.", |
| "seed": 2026090502, |
| "duration": 5, |
| "resolution": "768P", |
| "aspect_ratio": "21:9", |
| "prompt_expansion_mode": "disabled", |
| "loras": [ |
| { |
| "path": "https://huggingface.co/shamanic/minimax-h3-equi360-lora/resolve/main/h3-equi360-reviewed-v2-step2500.safetensors", |
| "scale": 1 |
| } |
| ] |
| }, |
| "video": "samples/v2/interior.mp4", |
| "sphereTour": "samples/v2/interior-sphere.mp4" |
| }, |
| { |
| "scene": "synthetic", |
| "input": { |
| "prompt": "equirect360 Equirectangular 360-degree panoramic video: the frame is a full spherical projection, a complete environment wrapping around the viewer on all sides, with the horizon at the vertical middle of the frame. render_ethereal_generative A continuous equirectangular 360-degree panorama of a luminous alien garden with crystalline plants and flowing water, gently moving foliage, stationary camera. Soft flowing water and an ambient drone.", |
| "seed": 2026090503, |
| "duration": 5, |
| "resolution": "768P", |
| "aspect_ratio": "21:9", |
| "prompt_expansion_mode": "disabled", |
| "loras": [ |
| { |
| "path": "https://huggingface.co/shamanic/minimax-h3-equi360-lora/resolve/main/h3-equi360-reviewed-v2-step2500.safetensors", |
| "scale": 1 |
| } |
| ] |
| }, |
| "video": "samples/v2/synthetic.mp4", |
| "sphereTour": "samples/v2/synthetic-sphere.mp4" |
| }, |
| { |
| "scene": "anime-character", |
| "input": { |
| "prompt": "equirect360 Equirectangular 360-degree panoramic video: the frame is a full spherical projection, a complete environment wrapping around the viewer on all sides, with the horizon at the vertical middle of the frame. render_anime_cel A hand-drawn anime scene with crisp ink outlines and flat cel shading throughout the character and environment. A single adult anime adventurer with short teal hair, amber eyes, a navy travel coat and a red scarf stands three meters in front of the stationary viewer in a quiet Japanese garden. Her full body is visible near the horizontal center of the panorama. She turns toward the viewer, smiles, and gives a small wave with one hand; her scarf and the cherry blossoms move gently in the breeze. A continuous equirectangular 360-degree environment surrounds the viewer: a curved stone path, flowering cherry trees, a wooden footbridge, a pond and distant green hills beneath a soft blue sky. Delicate birdsong, rustling leaves and soft flowing water.", |
| "seed": 2026090504, |
| "duration": 5, |
| "resolution": "768P", |
| "aspect_ratio": "21:9", |
| "prompt_expansion_mode": "disabled", |
| "loras": [ |
| { |
| "path": "https://huggingface.co/shamanic/minimax-h3-equi360-lora/resolve/main/h3-equi360-reviewed-v2-step2500.safetensors", |
| "scale": 1 |
| } |
| ] |
| }, |
| "video": "samples/v2/anime-character.mp4", |
| "sphereTour": "samples/v2/anime-character-sphere.mp4" |
| } |
| ], |
| "sphereTours": "Existing source clips loop at original speed during a 25-second camera tour: 5 seconds facing forward then a full turn over 20 seconds, with a 75-degree horizontal field of view and gentle +/-12-degree pitch. These are views of the generated panoramas, not additional generations.", |
| "sphereTourHorizontalFovDegrees": 75 |
| } |
|
|
