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FlexLLMGen

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FMInference/FlexLLMGen

Running large language models on a single GPU for throughput-oriented scenarios

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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9.3k stars593 forksLast push Oct 28, 2024 Python Apache-2.0

Decision brief

FlexLLMGen is a Python-based tool for executing large language models on a single GPU, focusing on high-throughput scenarios. It supports PyTorch and is designed for offloading tasks to improve performance.

Good fit when

  • When you need to run large language models on a single GPU for high-throughput scenarios, FlexLLMGen can be an effective choice.
  • If your project requires offloading tasks to improve performance and you are working with PyTorch, FlexLLMGen is suitable.

Avoid when

  • Avoid using FlexLLMGen if your project does not require high-throughput and you are working with frameworks other than PyTorch.
  • If your scenario demands multi-GPU setups for model execution, FlexLLMGen, which focuses on single GPU setups, may not be the best choice.
Requirements:
Requires PyTorch >= 1.12

Observed Sep 18, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Archived (690d since push)
As of Sep 18, 2026
Provenance
Not a fork · Organization account
As of Sep 18, 2026
Security (OSV)
No lockfile
As of Sep 18, 2026

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

Install

pip install FlexLLMGen
PyPI

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Evidence and technical details

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Overview

FlexLLMGen is a Python-based tool for executing large language models on a single GPU, focusing on high-throughput scenarios. It supports deep learning frameworks like PyTorch and is designed for offloading tasks to improve performance.

Capability facts

Languages
python

Source: github.language+pyproject.toml · Sep 18, 2026

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README

Installation Requirements: PyTorch = 1.12 (Help)

For agents

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