Pushing the frontiers of
generative intelligence.
Our research team publishes open science benchmarks, develops novel diffusion architectures, and releases foundational model weights for high-fidelity video synthesis.
Latent Space Manifold Interpolation
Explore smooth linear interpolation between two orthogonal latent vectors: Oriental Aesthetic vs Cyberpunk Sci-Fi.
Selected Publications
Multi-Model Semantic Routing via Latent Vector Disentanglement
We introduce a high-throughput routing layer that maps unstructured natural language prompts into low-dimensional semantic manifold projections, dispatching generation tokens across specialized diffusion backbones with 99.4% intent fidelity and sub-15ms overhead.
FlashAttn-Diffusion: Sub-Second 4K Video Generation on Distributed FP8 Clusters
A novel kernel-fused cross-attention architecture eliminating memory bandwidth saturation in high-resolution video diffusion models. Demonstrates 4.2x latency speedup while maintaining strict frame-to-frame temporal consistency.
Temporal Cross-Frame Audio & Lip Synchronization in Latent Video Diffusion
End-to-end multimodal joint training framework enabling automated phoneme-to-motion alignment and dynamic acoustic ambience generation directly within diffusion latent passes.
Hugging Face Checkpoints
Download production model weights for local inference or academic experimentation.
Artquil-Flux-FP8-v1.1
Lossless FP8 quantized weights for ultra-fast 4K single-step video previews.
huggingface.co/artquil/artquil-flux-fp8Latent-AudioSync-Pro
Zero-drift lip synchronization and ambient sound generation model.
huggingface.co/artquil/latent-audiosyncArtquil-Router-Embeddings
1536-dimensional semantic intent classifier for multi-model video diffusion dispatch.
huggingface.co/artquil/semantic-router