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A set of really nice models for the edge released this week
- Jan releasing a 4B model optimized for running agentic tasks locally - outperform Perplexity Pro on several evals
- LiquidAI releasing multimodal models for text+image with a 450M and a 1.6B versions optimized for low-latency

12.8. klo 15.55
Introducing Jan-v1: 4B model for web search, an open-source alternative to Perplexity Pro.
In our evals, Jan v1 delivers 91% SimpleQA accuracy, slightly outperforming Perplexity Pro while running fully locally.
Use cases:
- Web search
- Deep Research
Built on the new version of Qwen's Qwen3-4B-Thinking (up to 256k context length), fine-tuned for reasoning and tool use in Jan.
You can run the model in Jan, llama.cpp, or vLLM. To enable search in Jan, go to Settings → Experimental Features → On, then Settings → MCP Servers → enable a search-related MCP such as Serper.
Use the model:
- Jan-v1-4B:
- Jan-v1-4B-GGUF:
Credit to the @Alibaba_Qwen team for Qwen3 4B Thinking & @ggerganov for llama.cpp.
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