Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Advanced Hugging Face Training - Deploy High-Performance AI
Specialist course · Minimum level required
Trusted by — schools, companies and industrial groups
41,181 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft, Microsoft and Atos.
Advanced Hugging Face training objectives
- Master the Transformers library for advanced pipelines
- Perform fine-tuning on custom datasets
- Deploy models via Hugging Face Spaces and Inference API
- Optimize performance with PEFT and Accelerate
- Integrate HF into production applications
- Manage datasets and models on the Hub
Program
Advanced Hugging Face curriculum: 2 modules over 2 days
Module 1 : Advanced Fine-Tuning: Transformers, Datasets, PEFT (PyTorch, NLP Exercises)
Dive into fine-tuning with Transformers, load and preprocess datasets using the Datasets library, apply PEFT for LoRA/QLoRA on real-world text generation and vision cases, complete hands-on exercises on cloud GPUs, generate optimized models, test advanced metrics, produce deployment-ready deliverables, and boost your AI projects from day one.
Module 2 : Deployment and Optimization: Spaces, Accelerate, Hub (API, Real-World Apps)
Deploy models on Spaces with Gradio/Streamlit, integrate Inference Endpoints for scalable production, optimize inference using Accelerate and BitsAndBytes, share on the Hub with versioning, code Flask/FastAPI integrations for real business cases, measure latency/throughput, create monitoring dashboards, and leave with a live deployed app and skills certificate.
How Advanced Hugging Face skills are assessed
- Interactive quizzes, practical exercises, final deployed project
How the Advanced Hugging Face course is taught
- 70% practical exercises/real cases, 30% applied theory
Advanced Hugging Face training: access and practical arrangements
The Advanced Hugging Face Training - Deploy High-Performance AI program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Advanced Hugging Face Training - Deploy High-Performance AI program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Advanced Hugging Face Training - Deploy High-Performance AI program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Our method
How Learni guarantees the quality of your Advanced Hugging Face training
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
Advanced Hugging Face: frequently asked questions
Which tools are used in Advanced Hugging Face Training training?+
Hands-on work runs on pyTorch, NLP Exercises, API and real-World Apps. Those tools come from the Advanced Hugging Face Training program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Advanced Hugging Face Training training?+
They can master the Transformers library for advanced pipelines, perform fine-tuning on custom datasets and deploy models via Hugging Face Spaces and Inference API. Those are the stated objectives of the Advanced Hugging Face Training program at Advanced level, checked by the end-of-session assessment.
What does the Advanced Hugging Face Training program cover, day by day?+
Day 1: Advanced Fine-Tuning: Transformers, Datasets, PEFT (PyTorch, NLP Exercises). Day 2: Deployment and Optimization: Spaces, Accelerate, Hub (API, Real-World Apps). The Advanced Hugging Face Training program runs over 2 days, delivered on site.
How is Advanced Hugging Face Training training assessed?+
Assessment relies on interactive quizzes, practical exercises, final deployed project. Learni issues a completion certificate together with the individual assessment report at the end of the Advanced Hugging Face Training program, which an L&D team can file as evidence.
How much does Advanced Hugging Face Training training cost per participant?+
Advanced Hugging Face Training training costs $3,150 per participant. For an in-company team, the flat rate starts at $5,723 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Advanced Hugging Face Training training take?+
2 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Advanced Hugging Face Training training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Advanced Hugging Face Training training?+
Proficiency in Python, PyTorch/TensorFlow, experience in NLP/machine learning.
Is a certificate issued after Advanced Hugging Face Training training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Advanced Hugging Face Training training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your Advanced Hugging Face learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available
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