Marlin-2B: a tiny VLM to extract structured information from videos
Details
- External ID
- 48183210
- Source
- HN
- Company
- —
- Product
- Marlin-2B: a tiny VLM to extract structured information from videos
- Website domain
- huggingface.co
- Launched
- May 18, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.4168012924071082
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- video editing and creation tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- small video language model for structured extraction
- Manually corrected
- False
Could you build this?
No Marlin-2B is a custom-trained multimodal vision-language model (VLM) specifically tailored for video understanding, temporal grounding, and structured data extraction.
What it would actually take: Training such a model requires an extensive curated dataset of video-text pairs with fine-grained temporal timestamps and structured annotations. The architecture relies on PyTorch/Hugging Face transformers with custom spatio-temporal video tokenization/pooling layers and multi-stage pre-training/fine-tuning across substantial GPU clusters. Accomplishing this requires deep deep-learning research expertise, multimodal ML engineering, and tens of thousands of dollars in compute.
Discussion
2 comments analyzed.
Competitors mentioned: SAM3
Competitors
Other products that read as similar to this one — 826 launches clear the similarity bar, closest 8 shown.
Attention rank: #460 of 827 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 199 days after the earliest competitor.
- Dragoneye: Production video detection models in <5 minutes · yc · 2025-11-25 · 11 upvotes · similarity 0.61
- HuRo · github · 2026-09-12 · 24 upvotes · similarity 0.60
- ml-lensvlm · github · 2026-09-22 · 75 upvotes · similarity 0.58
- 30min video analysis for $0.003 via frame-tiling and Vision API · hn · 2026-01-18 · 7 upvotes · similarity 0.58
- Elah · hn · 2026-06-09 · 5 upvotes · similarity 0.57
- short-video-generator-AI · github · 2026-09-23 · 722 upvotes · similarity 0.57
- Video to JPG · hn · 2026-01-01 · 5 upvotes · similarity 0.55
- VideoPhysEdit · github · 2026-09-26 · 9 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.