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LLMDebugger

FloridSleeves/LLMDebugger

A Large Language Model Debugger verifying runtime execution step by step

GitHub

GraphCanon updated 2w · GitHub synced 2w · 26 views this month

587 stars56 forksLast push 1y Python Apache-2.0

Decision brief

LLMDebugger offers step-by-step verification of runtime execution for large language models.

Good fit when

When detailed step-by-step inspection of the runtime behavior of large language models is required, LLMDebugger can provide precise insights into each execution phase.
Ideal for developers working with complex language models that need a granular level of debugging to identify and address subtle issues.

Avoid when

Avoid using if you are only interested in higher-level performance metrics rather than the intricate details of runtime behavior, as LLMDebugger emphasizes step-by-step execution.
Not recommended for teams lacking experience with Python or specific to this tool's installation and usage workflow that involves setting up a Conda environment.

Pricing:: freemium - Free for use, based on its open-source nature with an Apache-2.0 license.

Observed Jul 17, 2026 · Source: enrich:decision_facts

LLMDebugger alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Dormant (693d since push); As of 2w
Provenance: Not a fork · Personal account; As of 2w
Security (OSV): No criticals; As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install LLMDebugger

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

LDB is a debugging tool for large language models that checks runtime execution step by step.

Capability facts

Languages: python
Source: github.language · Aug 5, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 5, 2026)

conda create -n ldb python=3.10

Source link

README

📦 Installation

conda create -n ldb python=3.10
conda activate ldb
python -m pip install -r requirements.txt

For agents

This page has a .md twin and JSON over the API.

/tools/floridsleeves-llmdebugger.md GET /api/graphcanon/tools/floridsleeves-llmdebugger GET /api/graphcanon/graph?tool=floridsleeves-llmdebugger