framepack-U
Code for paper "Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding", Gao et al., NeurIPS'26
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GITHUB · launched Oct 12, 2026 · 12 upvotes (top 89%)
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Similar launches
See all 1655 similar launches →Could you build this?
Partial The frame-packing algorithm is simple enough to implement with an AI assistant, but meaningful validation requires access to large VLMs, GPU inference, and long-video benchmarks.
What it would actually take: Implement the scoring (text-frame similarity and diversity ranking) and variable-resolution packing as an inference-time wrapper around an open VLM such as Qwen-VL. The hard part is reproducing the reported gains, which needs GPU capacity to run large models across LongVideoBench, MLVU, and Video-MME, plus research familiarity with evaluation protocols.
Competitors
Other products that read as similar to this one : 1655 launches clear the similarity bar, closest 8 shown.
Attention rank: #1451 of 1656 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 346 days after the earliest competitor.
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- 30min video analysis for $0.003 via frame-tiling and Vision API · hn · 2026-01-18 · 7 upvotes · similarity 0.56
- SenseNova-6.8-Code2Video · github · 2026-10-24 · 75 upvotes · similarity 0.56
- LEDGER · github · 2026-10-07 · 15 upvotes · similarity 0.56
- wmdrift · github · 2026-09-13 · 16 upvotes · similarity 0.55
- geometry-as-address · github · 2026-09-28 · 41 upvotes · similarity 0.53
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