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Llama 3.2 1B Instruct

huggingface.co·Infrastructure

This is a GGUF-quantized distribution of Meta's Llama 3.2 1B Instruct model hosted on Hugging Face. It enables efficient local inference on CPUs and GPUs using tools such as llama.cpp, Ollama, and LM Studio. The repository provides multiple quantization levels for different hardware and performance trade-offs, making small but capable language models accessible for on-device and edge use cases.

Open SourceMITWebCLIAPISelf-hosted
LLlama 3.2 1B Instruct preview
Visit huggingface.co↗
121.3kstars
20.9kforks
25alternatives
5features
2023since

Overview

5 features

Llama 3.2 1B Instruct is a Foundation models & chat project. It focuses on running a capable 1B-parameter language model locally with low resource usage. Llama 3.2 1B Instruct is an open-source project aimed at developers. The project is open source (MIT). It ships for the web, the command line, and API, and it can be self-hosted.

It is developed by bartowski, and it first shipped in 2023. Development happens publicly on GitHub with 121.3k stars and 1.2k commits in the last 90 days. It competes in a saturated segment with 25 similar apps in PulseGate's index. Key capabilities include Multiple Quantizations, CPU Inference, and Local Execution.

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

  • ✓Multiple Quantizations
  • ✓CPU Inference
  • ✓Local Execution
  • ✓Instruct Tuned
  • ✓GGUF Format
Tags
gguf-quantizedllama-3-21b-instructlocal-llmcpu-inference
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_ossmeta_llama
Runs on
BrowserCLIAPI-onlySelf-hosted
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
bollama in the HTML · bllama in the HTML · bvllm in the HTML
meta_llama
llama- in the HTML

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 11:45 UTC
    bartowski/Llama-3.2-1B-Instruct-GGUF verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Llama 3.2 1B Instruct

What is Llama 3.2 1B Instruct?
Llama 3.2 1B Instruct focuses on running a capable 1B-parameter language model locally with low resource usage. It is catalogued under Foundation models & chat on PulseGate.
Who is Llama 3.2 1B Instruct for?
Llama 3.2 1B Instruct is an open-source project built for developers.
Is Llama 3.2 1B Instruct free?
Yes — Llama 3.2 1B Instruct is open source under the MIT license and free to use.
What platforms does Llama 3.2 1B Instruct run on?
Llama 3.2 1B Instruct runs on the web, the command line, and API. It can also be self-hosted.
Is Llama 3.2 1B Instruct still maintained?
The GitHub repository shows 1.2k commits in the last 90 days.
What are alternatives to Llama 3.2 1B Instruct?
Similar projects tracked by PulseGate include Llama 3.2 3B Instruct, Llama 3.2 3B Instruct, and Llama 3.2 1B Instruct Q4 K M.Llama 3.2 3B InstructLlama 3.2 3B InstructLlama 3.2 1B Instruct Q4 K M
Who develops Llama 3.2 1B Instruct?
Llama 3.2 1B Instruct is developed by bartowski.
When did Llama 3.2 1B Instruct launch?
Llama 3.2 1B Instruct first shipped in 2023.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
MIT
Built for
developers
Model
Open source
Solves
Running a capable 1B-parameter language model locally with low resource usage.

Registered as

Hugging Face
bartowski/Llama-3.2-1B-Instruct-GGUF

Developer

bartowski
Community-driven

Open source

Stars
121,259
Forks
20,880
Open issues
1,910
Last commit
22 Jul 2026
Commits 90d
1,192
Contributors
1,836
Authorship
Community-driven
Default branch
master
Latest release
b10087 · 22 Jul 2026

Live coverage

Identity confidence
Medium · 70.4
Indexed
22 Jul 2026
Lifecycle
Alive
Last seen
22 Jul 2026
Identity audit (13)
Slug
bartowski-llama-3-2-1b-instruct-gguf-huggingface-co
Lifecycle state recorded
22 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
22 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Derived from the model's own Hugging Face metadata.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://huggingface.co/bartowski/Llama-3.2-1B-Instruct-GGUF

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