# Holotron-12B - High Throughput Computer Use Agent

DevFeed: [Holotron-12B - High Throughput Computer Use Agent](<https://devfeed.tech/articles/holotron-12b-high-throughput-computer-use-agent-7008.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/Hcompany/holotron-12b>)

Author: Pierre-Louis Cedoz; Hamza Benchekroun; Aurélien Lac; Delfosse; Tony Wu; Antoine Bonnet; Kai Yuan; Aleix Cambray; Alexandra; Axel Moyal

Published: 2026-03-17T12:33:39Z

Content type: release

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [inference](<https://devfeed.tech/tags/inference.md>), [inference-efficiency](<https://devfeed.tech/tags/inference-efficiency.md>), [long-context](<https://devfeed.tech/tags/long-context.md>), [model](<https://devfeed.tech/tags/model.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [nemotron](<https://devfeed.tech/tags/nemotron.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [performance](<https://devfeed.tech/tags/performance.md>), [production](<https://devfeed.tech/tags/production.md>), [release](<https://devfeed.tech/tags/release.md>), [vllm](<https://devfeed.tech/tags/vllm.md>)

## AI overview

Holotron-12B is a released multimodal computer-use policy model optimized for production throughput, long contexts, and agentic workloads. The article attributes its inference efficiency to a hybrid state-space-model and attention architecture, and reports over twice the throughput of Holo2-8B in a WebVoyager evaluation using vLLM on one H100 GPU.

## Source excerpt

We're thrilled to release Holotron-12B, a multimodal computer-use model from H Company. Post-trained from the open NVIDIA Nemotron-Nano-2 VL model on H Company's proprietary data mixture, Holotron-12B is the result of a close collaboration between our research labs to engineer a new type of model optimized primarily for scale and performance in production. H Company is part of the NVIDIA Inception Program. The model is now available on Hugging Face.