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Hugging Face
AI Model·2026
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Nanbeige4.2-3B

Nanbeige, Kanzhun

Compact 3B-scale agentic LLM for multi-step tool use and reasoning, using a Looped Transformer to increase capacity without adding parameters; built for local deployment with configurable "thinking" modes and benchmark gains vs larger open models.

#llm#transformers#huggingface#vllm#llama.cpp+6
Hugging Face
AI Model·2026
Icon for item

Ling-3.0-tiny

InclusionAI

Lightweight sparse-MoE LLM (7.9B params, ~1.3B activated per token) designed for hybrid multi-step reasoning and agentic tasks. Uses a KDA–MLA hybrid attention stack and a 128-expert sparse FFN; offered in BF16/FP8/INT4 for local and edge deployment.

#llm#huggingface#vllm#ollama#ai-deploy+6
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