PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
168,365

Apps indexed

 

Freshness
34 min ago

Last update

 

Cadence
1,498/day

7-day average

Indexed today: 995

PulseGate

Market catalog for public software products, models, infra, and workflow tools.

Software is shipping faster than ever, and a growing share of it lives outside the official app stores. PulseGate is a free public catalog — built for builders, analysts, and everyday users.

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Huggingface
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Huggingface

huggingface.co·LLM eval & observability

Can You Run It? LLM version is a web tool that helps machine learning engineers and researchers estimate the GPU memory requirements for running inference, full training, or LoRa fine-tuning of large language models. Users input their GPU specs and model choice to receive tailored recommendations.

Free
WebSelf-hostedCloud-managed
H
Huggingface preview
Visit huggingface.co↗

Overview

5 features

Huggingface is a LLM eval & observability product. It focuses on determining if a specific GPU setup can run or train a selected LLM model efficiently. It is built as a B2B product for machine learning engineers and researchers. The product is available for free. Huggingface is available on the web, and it can be self-hosted.

Vokturz builds and maintains Huggingface, and the product first shipped in 2024. PulseGate's similarity index finds few close equivalents — Huggingface occupies a relatively distinct niche. Key capabilities include GPU requirement estimation, model selection, and loRa fine-tuning analysis.

  • ✓GPU requirement estimation
  • ✓Model selection
  • ✓LoRa fine-tuning analysis
  • ✓Inference/training calculation
  • ✓User input forms

Tags

llm-evaluationgpu-requirementsmodel-compatibility

AI capabilities

StructuredInference: Cloud API

Built with & integrations

Hosting
aws
AI providers
meta_llamalocal_oss
Runs on
BrowserSelf-hostedCloud-managed

Trust & compliance

LicenseProprietary
Verified signals
✓ HTTPS✓ Free tier

Recent events

Latest indexed changes and source events

  1. IndexedJul 10, 6:13 PM

    Vokturz/can-it-run-llm discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Huggingface

What does Huggingface do?
Huggingface focuses on determining if a specific GPU setup can run or train a selected LLM model efficiently. It is catalogued under LLM eval & observability on PulseGate.
Who is Huggingface for?
Huggingface is a B2B product built for machine learning engineers and researchers.
Is Huggingface free?
Yes — Huggingface is free to use.
What platforms does Huggingface run on?
Huggingface runs on the web. It can also be self-hosted.
Is Huggingface still maintained?
PulseGate's automated liveness checks currently classify Huggingface as active.
What are alternatives to Huggingface?
Similar tools tracked by PulseGate include Whatllmcanirun, Model Memory Utility, and LFM2 VL WebGPU.WhatllmcanirunModel Memory UtilityLFM2 VL WebGPU
Who makes Huggingface?
Huggingface is developed by Vokturz.
When did Huggingface launch?
Huggingface first shipped in 2024.

At a glance

Pricing
Free
Platforms
Web
Languages
English
First seen
Feb 14, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
machine learning engineers and researchers
Model
B2B
Solves
Determining if a specific GPU setup can run or train a selected LLM model efficiently.

Developer

Vokturz

PulseGate index

Confidence
High · 93
Indexed
Jul 10, 2026
Lifecycle
Alive
Activity
Active
First seen
Feb 2024
Last seen
3d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmrf996f301j3pyapwzuvtncb
Slug
vokturz-can-it-run-llm-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 10, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 10, 2026
Canonical URL
https://huggingface.co/spaces/Vokturz/can-it-run-llm

Similar apps

Other apps tracked under the same category.

  • Whatllmcanirun
    whatllmcanirun.com
  • Model Memory Utility
    huggingface.co
  • LFM2 VL WebGPU
    huggingface.co
  • SmolLM3 WebGPU
    huggingface.co
  • GGUF Model VRAM Calculator
    huggingface.co
  • GPU Poor LLM Arena
    huggingface.co