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fermion-research

PyPI·Infrastructure

fermion-research provides five-value sub-2-bit quantized LLMs that achieve native-runtime speed on ~2GB 8B parameter models. It supports chatting locally, loading as a Hugging Face Transformers model, or serving via an OpenAI-compatible endpoint. Designed for CPU and edge inference, the project is Apache-2.0 licensed and hosted on GitHub.

Open SourceApache-2.0WebCLI
Ffermion-research preview
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Overview

4 features

fermion-research is an AI & ML project. It focuses on running large language models locally with extremely low memory and high speed on consumer hardware. It is built as an open-source project for developers. fermion-research is open source under the Apache-2.0 license. It ships for the web and the command line.

Fermion Research builds and maintains fermion-research, and it first shipped in 2026. Among its 4 catalogued features are CPU inference, transformers integration, and openAI compatible endpoint. It exposes integrations via a public API.

Summary written by a language model from the project’s public pages.

  • ✓CPU inference
  • ✓Transformers integration
  • ✓OpenAI compatible endpoint
  • ✓Quantization
Tags
sub-2-bit-llmmodel-quantizationcpu-inferenceedge-aibitnet
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Connectors
API
Runs on
BrowserCLI

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed27 Jul · 16:04 UTC
    fermion-research verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about fermion-research

What does fermion-research do?
Fermion-research focuses on running large language models locally with extremely low memory and high speed on consumer hardware. It is catalogued under AI & ML on PulseGate.
Who should use fermion-research?
fermion-research is an open-source project built for developers.
Is fermion-research free?
Yes — fermion-research is open source under the Apache-2.0 license and free to use.
What platforms does fermion-research run on?
fermion-research runs on the web and the command line.
Is fermion-research still maintained?
Unverified. fermion-research 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.
What are alternatives to fermion-research?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who develops fermion-research?
fermion-research is developed by Fermion Research.
How long has fermion-research been around?
fermion-research first shipped in 2026.

At a glance

Platforms
Cli · Web
Languages
English
License
Apache-2.0
First seen
27 Jul 2026
Built for
developers
Model
Open source
Solves
Running large language models locally with extremely low memory and high speed on consumer hardware.

Registered as

PyPI
fermion-research

Live coverage

Identity confidence
Low · 64
Indexed
27 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
27 Jul 2026
Identity audit (13)
Slug
fermion-research-pypi-org
Lifecycle state recorded
27 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
27 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
30 Jul 2026
Canonical URL
https://fermionresearch.com

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