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Mxbai Embed Large
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Mxbai Embed Large

huggingface.co·Infrastructure

mxbai-embed-large-v1-GGUF is an open-source embedding model in GGUF format for feature extraction and retrieval. It supports local inference via CLI tools and is suitable for ML engineers and researchers.

Open SourceApache-2.0
CLIEmbeddableSelf-hosted
M
Mxbai Embed Large preview
Visit huggingface.co↗
⭐3.4k
stars
🍴640
forks
✓5
features
📅2022
since

Overview

5 features

In the Foundation models & chat space, Mxbai Embed Large takes a focused approach. It focuses on providing a local, open-source embedding model for feature extraction and retrieval tasks. Mxbai Embed Large is an open-source project aimed at ml engineers. The project is open source (Apache-2.0). The product ships for the command line and embeddable surfaces, and it can be self-hosted.

Behind Mxbai Embed Large is SmartTasks.cloud, and the product first shipped in 2022. The project is developed in the open on GitHub with 3.4k stars and 384 commits in the last 90 days. Across PulseGate's embedding index, Mxbai Embed Large has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are feature extraction, embeddings, and quantized model.

  • ✓Feature extraction
  • ✓Embeddings
  • ✓Quantized model
  • ✓Local inference
  • ✓Retrieval tasks

Tags

embedding-modelfeature-extractiongguf-formatquantized-modelretrieval-tasks

AI capabilities

TextInference: LocalWeights: Open

Built with & integrations

Framework
fastapi
Hosting
aws
AI providers
local_ossopenaicohere
Runs on
CLIEmbeddableSelf-hosted

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 15, 4:05 AM

    smarttasks/mxbai-embed-large-v1-GGUF discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Mxbai Embed Large

What is Mxbai Embed Large?
Mxbai Embed Large focuses on providing a local, open-source embedding model for feature extraction and retrieval tasks. It is catalogued under Foundation models & chat on PulseGate.
Who should use Mxbai Embed Large?
Mxbai Embed Large is an open-source project built for ml engineers.
Does Mxbai Embed Large have a free plan?
Yes — Mxbai Embed Large is open source under the Apache-2.0 license and free to use.
What platforms does Mxbai Embed Large run on?
Mxbai Embed Large runs on the command line and embeddable surfaces. It can also be self-hosted.
Is Mxbai Embed Large still active?
PulseGate's automated liveness checks currently classify Mxbai Embed Large as active. The GitHub repository shows 384 commits in the last 90 days.
What tools are similar to Mxbai Embed Large?
Similar tools tracked by PulseGate include Blackgate Mxbai Embed Large Data Ft Ultrasafe, Nomic Embed Text, and Bge M3.Blackgate Mxbai Embed Large Data Ft UltrasafeNomic Embed TextBge M3
Who develops Mxbai Embed Large?
Mxbai Embed Large is developed by SmartTasks.cloud.
How long has Mxbai Embed Large been around?
Mxbai Embed Large first shipped in 2022.

At a glance

Pricing
Open Source
Platforms
Cli
Languages
English
License
Apache-2.0
First seen
Jun 9, 2022
Activity
🟢 Active
Status
🟢 Active
Built for
ml engineers
Model
Open source
Solves
Providing a local, open-source embedding model for feature extraction and retrieval tasks.

Developer

SmartTasks.cloud
Community-driven

Open source

⭐ Stars
3,357
🍴 Forks
640
Open issues
289
Last commit
today
Commits 90d
384
Contributors
298
Authorship
Community-driven
Default branch
main
Latest release
2.18.2 · today

Live coverage

Confidence
High · 93
Indexed
Jul 15, 2026
Lifecycle
Alive
Activity
Active
First seen
Jun 2022
Last seen
today
Freshness
Unknown
Identity audit (9)
Entity ID
cmrlk4qlp105nor28c0esjfl7
Slug
smarttasks-mxbai-embed-large-v1-gguf-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 15, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 15, 2026
Canonical URL
https://huggingface.co/smarttasks/mxbai-embed-large-v1-GGUF

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