Jul 9, 2026 · Artificial Intelligence

LingBot-Video: The Open‑Source Video Foundation Model Tailored for Robots

LingBot-Video is an open‑source video‑generation foundation model built for embodied AI, combining a sparse‑Mixture‑of‑Experts architecture, a multi‑stage data curriculum and six‑dimensional reward learning to achieve physically consistent video synthesis that outperforms existing open‑source baselines in both visual quality and robotic relevance.

Multimodal Modeldata curriculumembodied AI

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LingBot-Video: The Open‑Source Video Foundation Model Tailored for Robots

NewBeeNLP

Jul 31, 2024 · Artificial Intelligence

How Continual Pre‑Training Boosts Llama‑3’s Chinese and Scientific Reasoning

This report presents a continual pre‑training approach that significantly enhances Llama‑3 (8B)’s Chinese language proficiency and scientific reasoning by using a carefully mixed corpus of existing and synthetic data, detailing the bilingual adaptation and synthetic‑enhancement stages, data‑mixing and curriculum strategies, and demonstrating strong results across multilingual and scientific benchmarks without sacrificing original capabilities.

LLMLlama-3benchmarking

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How Continual Pre‑Training Boosts Llama‑3’s Chinese and Scientific Reasoning