Where-OPD
Official implementation of: Where-OPD: Spatially Guided On-Policy Self-Distillation of MLLMs with Synthetic Scenes
This is 1 of 150 launches in graphics, 3D, and animation tools — see how it stacks up on momentum and crowding →
1023 other launches read as similar to this one →
Details
- External ID
- 1398381847
- Source
- GITHUB
- Company
- —
- Product
- Where-OPD
- Website domain
- github.com
- Launched
- Sept. 30, 2026
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.2744874715261959
- Tags
- —
- Fetched at
- Oct. 4, 2026, 5:02 p.m.
- Updated at
- Oct. 4, 2026, 5:02 p.m.
Enrichment
- Theme
- graphics, 3D, and animation tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- self-distillation framework for multimodal llms
- Manually corrected
- False
Could you build this?
No This is a novel AI research implementation involving on-policy self-distillation and spatial guidance for multimodal LLMs using synthetic scene generation. Creating this requires original machine learning research, specialized 3D/spatial synthetic data pipelines, and heavy GPU cluster compute.
What it would actually take: Implementation requires a distributed PyTorch / DeepSpeed or Megatron training pipeline integrating multimodal architectures (like LLaVA or Qwen-VL). The core challenges are designing the spatial reasoning formulation, building a high-fidelity 3D synthetic data generation engine, and running compute-intensive on-policy reinforcement/distillation algorithms across clusters of H100/A100 GPUs.
Competitors
Other products that read as similar to this one — 1023 launches clear the similarity bar, closest 8 shown.
Attention rank: #687 of 1024 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- mind · github · 2026-09-21 · 16 upvotes · similarity 0.56
- GaugeVLM · github · 2026-09-20 · 15 upvotes · similarity 0.51
- POInfra · github · 2026-09-28 · 14 upvotes · similarity 0.49
- sftmill · github · 2026-09-29 · 10 upvotes · similarity 0.49
- poincar3 · github · 2026-09-28 · 34 upvotes · similarity 0.49
- djev-dev · github · 2026-09-19 · 142 upvotes · similarity 0.48
- DN-MOPD · github · 2026-09-28 · 19 upvotes · similarity 0.47
- pdmd · github · 2026-09-27 · 18 upvotes · similarity 0.46
Other launches for this product
- No other launches for this product.
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