PulseGateIndexCategoriesUpdatesLive intelligence on AI-era software— indexed in the last hour
Coverage—projects tracked
Freshness—newest entry
Cadence—last week average · — today
Index9 markets86 categories
PulseGate

Live intelligence on the AI-era software market — apps, models, agents and infrastructure.

Most of it never reaches an official store. PulseGate maps the whole market — every category, worldwide — and measures how it moves: what’s launching, what’s gaining, what’s going quiet.

FollowGitHubX (Twitter)LinkedIn
Platform
All AppsFull IndexCategoriesIndustry UpdatesData SourcesCoverage RulesGlossaryEmbed Widget
Support
Help CenterSubmit your projectReport an Issue
Company
AboutDimaxiaPress & DataContactPlatform Status
Legal
PrivacyTermsDisclaimer
Dimaxia · Dymaxio s.r.o. · Prague, Czechia · © 2026WatchlistSitemapSystem status
PulseGateL3Llama 3.2 3B Instruct Unsloth Bnb
Visit↗
Skip to content
  1. Index›
  2. Foundation models & chat›
  3. Llama 3.2 3B Instruct Unsloth Bnb
← Back to the index
L3

Llama 3.2 3B Instruct Unsloth Bnb

huggingface.co·Infrastructure

This model provides a 4-bit quantized version of Meta's Llama 3.2 3B Instruct, optimized using Unsloth for 2-5x faster fine-tuning with 70% less memory. It is designed for developers who need to efficiently adapt LLMs for specific tasks or domains while running inference locally.

Open SourceApache-2.0WebCLIAPI
LLlama 3.2 3B Instruct Unsloth Bnb preview
Visit huggingface.co↗
68.7kstars
6.2kforks
15alternatives
3features
2023since

Overview

3 features

In the Foundation models & chat space, Llama 3.2 3B Instruct Unsloth Bnb takes a focused approach. It focuses on fine-tuning large language models with significantly reduced memory usage and faster training times. It is built as an open-source project for developers. The project is open source (Apache-2.0). It runs on the web, the command line, and API.

Behind Llama 3.2 3B Instruct Unsloth Bnb is Unsloth, and it first shipped in 2023. Development happens publicly on GitHub with 68.7k stars and 1.2k commits in the last 90 days. It operates in a well-populated space: PulseGate tracks 15 similar projects. Among its 3 catalogued features are 4-bit quantization, fast fine-tuning, and unsloth optimization.

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

  • ✓4-bit quantization
  • ✓Fast fine-tuning
  • ✓Unsloth optimization
Tags
llama-instruct4bit-llmunsloth-finetune
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_ossmeta_llama
Runs on
BrowserCLIAPI-only
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
Apache-2.0
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier✓Active maintenance
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 14:20 UTC
    unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Llama 3.2 3B Instruct Unsloth Bnb

What is Llama 3.2 3B Instruct Unsloth Bnb?
Llama 3.2 3B Instruct Unsloth Bnb focuses on fine-tuning large language models with significantly reduced memory usage and faster training times. It is catalogued under Foundation models & chat on PulseGate.
Who should use Llama 3.2 3B Instruct Unsloth Bnb?
Llama 3.2 3B Instruct Unsloth Bnb is an open-source project built for developers.
Does Llama 3.2 3B Instruct Unsloth Bnb have a free plan?
Yes — Llama 3.2 3B Instruct Unsloth Bnb is open source under the Apache-2.0 license and free to use.
What platforms does Llama 3.2 3B Instruct Unsloth Bnb run on?
Llama 3.2 3B Instruct Unsloth Bnb runs on the web, the command line, and API.
Is Llama 3.2 3B Instruct Unsloth Bnb still maintained?
The GitHub repository shows 1.2k commits in the last 90 days.
What are alternatives to Llama 3.2 3B Instruct Unsloth Bnb?
Similar projects tracked by PulseGate include Llama 3.2 1B Instruct Unsloth Bnb, Llama 3.2 3B Instruct Bnb, and Llama 3.2 3B Instruct.Llama 3.2 1B Instruct Unsloth BnbLlama 3.2 3B Instruct BnbLlama 3.2 3B Instruct
Who develops Llama 3.2 3B Instruct Unsloth Bnb?
Llama 3.2 3B Instruct Unsloth Bnb is developed by Unsloth.
How long has Llama 3.2 3B Instruct Unsloth Bnb been around?
Llama 3.2 3B Instruct Unsloth Bnb first shipped in 2023.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
Apache-2.0
Built for
developers
Model
Open source
Solves
Fine-tuning large language models with significantly reduced memory usage and faster training times.

Registered as

Hugging Face
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit

Developer

Unsloth
Community-driven

Open source

Stars
68,730
Forks
6,174
Open issues
974
Last commit
22 Jul 2026
Commits 90d
1,202
Contributors
249
Authorship
Community-driven
Default branch
main
Latest release
v0.1.50-beta · 20 Jul 2026

Live coverage

Identity confidence
Medium · 70.4
Indexed
22 Jul 2026
Lifecycle
Alive
Last seen
22 Jul 2026
Identity audit (13)
Slug
unsloth-llama-3-2-3b-instruct-unsloth-bnb-4bit-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
29 Jul 2026
Canonical URL
https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit

Ship this? Send a correction — no account, and you get a link to follow it.

Similar apps

Closest matches by what these projects do

  • L3Llama 3.2 1B Instruct Unsloth Bnbhuggingface.co
  • L3Llama 3.2 3B Instruct Bnbhuggingface.co
  • L3Llama 3.2 3B Instructhuggingface.co
  • L3Llama 3.1 8B Instructhuggingface.co
  • L3Llama 3.2 1B Instructhuggingface.co
  • MLMeta Llama 3.1 8B Instruct Bnbhuggingface.co