PlantVLM-Edge enables quantized vision-language models for on-device crop diagnosis
4-bit quantization retains 98.6% answer quality while reducing memory by 49%, running in 0.12s for first token on edge devices.
15
AI model
Qwen3-VL-2B
- Mentions · 7d1
- Mentions · 30d2
- All mentions2
- First seenOct 23, 2026
- Last mentioned18h ago
Timeline
2 articles · newest firstPreView improves GUI grounding without retraining the model
A lightweight preprocessor adds zoomed views and cues, lifting accuracy for three frozen vision-language models on five benchmarks.
28
Appears with
- Qwen3-VL-4Bai model · 1
- LLaVA-1.5-7Bai model · 1
- OS-Atlas-4Bai model · 1
- PreViewproduct · 1
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.