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AI Video Papers·2026
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Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

Chang Nie, Jiaju Wei +3

Provides a reflexive agentic framework for long-horizon video understanding that replaces costly iterative reasoning with dual contextual states: a consolidated global multimodal script and parametric latent states for fast retrieval and response, improving speed and memory efficiency.

#video#multimodal#ai-agent#qwen#embeddings+4
Hugging Face
AI Model·2026
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DeepSeek-V4-Flash-GGUF

unsloth·Unsloth (unsloth.ai), DeepSeek-AI

GGUF-format quantized release of DeepSeek‑V4‑Flash for local inference — compatible with llama.cpp and Unsloth runtimes, with guidance for FP4/FP8 mixed precision and Q4/Q8 quantization; tuned for million-token long-context usage.

#deepseek#huggingface#llm#ai-inference#ai-serving+1
Hugging Face
AI Model·2026
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Tess-4-27B

Migel Tissera

27B multimodal LLM post-trained to prioritize agentic, weight-scaled reasoning over 64K-token contexts. Built on Qwen3.6-27B and released with BF16 weights plus several GGUF quants; aimed at coding, long-document reasoning, tool use and multimodal inspection.

#qwen#multimodal#transformers#huggingface#llm+4
Hugging Face
AI Dataset·2026
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FlyRank/internship-warehouse

FlyRank

Structured dataset of internship listings combined with content-performance (SEO) metrics, provided as tabular and textual fields for data-warehouse analysis. Useful for building search/ranking features, training NLP models on internship-related queries, or performing analytics on content performance.

#huggingface#nlp#pandas#python#ai-development
Hugging Face
AI Video·2026
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LingBot-World v2 — 14B causal-fast

Zelin Gao, Qiuyu Wang +18·Robbyant

Generates image-to-video world-model outputs using a distilled 14B causal model optimized for chunked, KV-cached inference across long-horizon interactive scenes; offers a real-time 'causal-fast' variant capable of driving near‑real‑time video streams and an agentic harness for action-driven scene synthesis (CC BY‑NC‑SA).

#diffusers#video#ai-video#multimodal#huggingface+3
Hugging Face
AI Video·2026
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LingBot-Video-MoE (30B-A3B)

Shuailei Ma, Jiaqi Liao +25

Generates videos from text and image+text prompts using a 30B Mixture-of-Experts model tuned for embodied intelligence; includes a refiner and structured prompt rewriter, and supports diffusers/SGLang runtimes with multi-GPU inference.

#ai-video#video#diffusers#huggingface#transformers+5
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