Pika releases Pika H3 Flex open weights for video and audio
Local inference outputs native 480p or 768p with stereo audio; the hosted API adds up to 4K.
Local inference outputs native 480p or 768p with stereo audio; the hosted API adds up to 4K.
Authors report a five-second clip falling from 87.26 seconds to 22.45 seconds on one B200 with the fast decoder.
The adapter, H3-VBVR-I2V.safetensors, is trained on rebuilt VBVR data and loads in a MiniMax-H3 ComfyUI workflow.
A LoRA on 33B MiniMax-H3 raises temporal entity match from 50.9% to 62.9% on 59 held-out cases.
Two LoRAs keep a frozen 33B backbone and render about 12.3 times faster than 50-step sampling.
On 50 counterfactual twin pairs, MiniMax-H3 rises from 32% to 92% rule compliance with the harness.
WorldGuide couples a planner and executor for closed-loop, goal-directed procedural video generation.
World Embedding Benchmark offers 8,000 simulation cases with physical annotations to test how video embeddings encode physics.
World Embedding Benchmark pairs 8,000 physics-annotated simulated videos with three eval tasks, finding omnimodal embeddings weak at physical alignment.
PDMD stabilizes video diffusion distillation by filtering critic errors, beating DMD at 4 NFE.
Sol-H3 accelerates 33B MiniMax-H3 video diffusion up to 30×, beating real time on an 8×GB200 node.
Community LoRA QI_2.1_AnyAngle transfers arbitrary camera angles onto images with Qwen Image 2.1 while preserving style.
A MiniMax-H3 LoRA generates seamless 360-degree frozen-time camera orbits from one photo, closing on the start frame.
Akatz Labs released an experimental MiniMax-H3 character-swap LoRA, trending number 30 on Hugging Face.
Nunchux AI introduces VC-Attention, a training-free low-bit attention kernel that speeds up video diffusion transformers up to 3.58x.
Researchers benchmark MiniMax-H3 omni-modal generation on physical world reasoning across 517 multimodal tasks, finding 41.97% overall success and weak audio-based disambiguation.
VC-Attention is a training-free low-bit attention method for diffusion transformers, achieving 1.46-1.59x kernel speedups on datacenter GPUs with higher fidelity.
Community fine-tune Minimax-h3_Singularity enhances MiniMax-H3 video generation with HDR quality, distant face restoration, and improved motion, trending #22 on Hugging Face.
NVIDIA announces local AI push at IFA 2026 with faster llama.cpp/vLLM inference, PAIR routing tool, and October RTX Spark PCs.
OpenVDN releases VDN-H3, an open hybrid-attention video model on MiniMax H3 that renders a 14.4-second 768p clip in 11.23 seconds on 8 B200 GPUs.
Viggle released Viggle-Animate, a 33.1B MiniMax-H3 finetune replacing video characters from one repainted frame, rendering 124 frames in 26 seconds on one GPU.
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