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# Holo3.1: Fast & Local Computer Use Agents

**[Hugging Face](https://daily.dev/sources/huggingface)** · 4 min read · 0 upvotes · 0 comments

## Summary

H Company releases Holo3.1, a family of computer-use agent models in four sizes (0.8B, 4B, 9B, 35B-A3B) designed for cross-environment robustness across web, desktop, and mobile (AndroidWorld scores jump from 67% to 79.3% for the 35B model). For the first time, quantized checkpoints are available in FP8, Q4 GGUF, and NVFP4 formats, enabling fully local and private execution on consumer hardware including Apple Silicon and DGX Spark. NVFP4 W4A16 delivers 1.74× the token throughput of BF16 with minimal accuracy loss, and combined harness optimizations cut average agent step time from 6.8s to 3.3s. The release also adds native function-calling protocol support for easier integration into third-party agent frameworks.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://huggingface.co/blog/Hcompany/holo31>

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