Search and RAGText analysis

ConTeXT-Skill-Extraction

Finds mentions of skills in a vacancy or resume text and maps them to the company skill reference list. A human makes the decision about a candidate; automatic screening without review must not be used.

Developer
TechWolf, Belgium
First release
Dec 2024
Latest release
Dec 2024
Sizes
109M
License
Commercial use with conditionsno license is stated on the model card — check with the developer
Russian
Not supported
Running
On your own serverAlso runs without a GPU
Industries
HR, Education
Deploy on your server Hugging Face

What it does

  • Extracting skills from a job description
  • Matching candidate skills against requirements
  • Building a competence map across departments

Where it is used

HR and recruitingLearning and developmentStaffing agencies

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
fits
1 GPUOne GPU with 16–80 GB — mid-size versions
no versions
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. ConTeXT-Skill-Extraction-base

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems.

Frequently asked questions

Can ConTeXT-Skill-Extraction be used in a commercial project?

With conditions. License: no license is stated on the model card — check with the developer. Restrictions vary — region, company revenue, attribution requirements. Have a lawyer check the terms before a commercial launch.

What hardware does ConTeXT-Skill-Extraction need?

At minimum: Laptop or regular PC, up to 8 GB of VRAM — smaller versions. Some versions also run on an ordinary CPU, without a GPU. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does ConTeXT-Skill-Extraction support Russian?

No. The developer documentation lists the supported languages and Russian is not among them.

Where can I download ConTeXT-Skill-Extraction and what does it cost?

The ConTeXT-Skill-Extraction weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

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Details

Source: huggingface.co/TechWolf/ConTeXT-Skill-Extraction-base. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.