ModelMRI
ModelMRI is an MIT-licensed developer tool for inspecting local language models, vision-language models, robot policies, and agents during execution. It exposes model attention, internal features, and agent steps to help AI researchers and developers debug and understand model behavior.
Overview
7 featuresModelMRI sits in PulseGate's LLM & agent tracing category. It focuses on understanding and debugging the internal behavior of local AI models, vision-language models, and robot policies while they run. It is built as an open-source project for AI researchers and developers working with local models and agents. The project is open source (Open Source). It ships for the command line, and it can be self-hosted.
Muhammad Mahad Azher builds and maintains ModelMRI. Among its 7 catalogued features are attention inspection, feature visualization, and agent step tracing.
Summary written by a language model from the project’s public pages.
- Attention inspection
- Feature visualization
- Agent step tracing
- Local model support
- Vision-language support
- Robot policy support
- Runtime debugging
Built with & integrations
- local_oss
- bollama in the HTML
- meta_llama
- llama- in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed26 Aug · 13:07 UTCShow HN: ModelMRI – see inside a local LLM, VLM or robot policy while it runs verified against its public sourceSource: PulseGate · Open
Frequently asked questions about ModelMRI
- What is ModelMRI?
- ModelMRI focuses on understanding and debugging the internal behavior of local AI models, vision-language models, and robot policies while they run. It is catalogued under LLM & agent tracing on PulseGate.
- Who should use ModelMRI?
- ModelMRI is an open-source project built for AI researchers and developers working with local models and agents.
- Does ModelMRI have a free plan?
- Yes — ModelMRI is open source under the Open Source license and free to use.
- What platforms does ModelMRI run on?
- ModelMRI runs on the command line. It can also be self-hosted.
- Is ModelMRI still active?
- Unverified. ModelMRI has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- Who makes ModelMRI?
- ModelMRI is developed by Muhammad Mahad Azher.
- Is ModelMRI open source?
- Yes — ModelMRI is open source under the Open Source license.
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