Original and provenance-aware text, image-text, and instruction-guided image editing datasets.
AI & ML interests
Small language models, token routing, mixture-of-experts, multimodal generation, efficient training, open datasets, multilingual NLP and optimized inference.
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AETHORIA AI
Open, efficient AI research
Community-led research into compact language models, deterministic token routing, multimodal generation and accessible training systems.
Featured project
TR-HASH 0.5B
Base and instruction-tuned models, post-training data and interactive inference demo.
492M parameters
TR-Hash MoE
20B pretraining tokens
Open artifacts
Vision research
TR-HASH Vision v6
Compact hierarchical token-routed vision model with native multi-scale features, shifted-window attention and a lightweight detector. ImageNet-1K pretraining is active; COCO evaluation comes next.
0.76M pretrain
≈1M detector
Hierarchical TR-Hash
P2 + PAN + STAL
DDP + Triton
Evaluation pending