AI Algorithm Path

Aug 3, 2025 · Artificial Intelligence

Inside Meta’s PerceptionLM: A Deep Dive into Open‑Source Vision‑Language Models

The article provides a detailed analysis of Meta’s PerceptionLM, an open‑source perception language model built on Llama 3, describing its vision encoder, projector, dynamic tiling, three‑stage training pipeline, model variants, and competitive performance on image and video benchmarks.