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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Understand the architecture of Transformers and how they work
- Use the Hugging Face Transformers library for training, evaluating, and deploying NLP models
- Adapt pre-trained models to business needs (fine-tuning)
- Manage scaling and performance optimization for production
- Integrate Transformer models into real application pipelines
Our social commitment
A school kit donated to a child for every training
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
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.
Don't let this gap widen
Why this program matters
Without mastery of Hugging Face Transformers, your NLP projects stall in from-scratch development, multiplying unnecessary iterations.
Teams lose 40% of time on average on implementation, while 65% of production deployments fail, generating direct costs of 75 000 € per incident.
Your company faces a critical loss of competitiveness, with AI ROI cut in half against agile competitors.
Each quarter without advanced expertise accumulates estimated losses of 300 000 €, directly threatening growth and careers.
Program
Module 1Introduction to Transformers & Setting up the Hugging Face Environment
History and fundamental concepts of Transformers (Attention, Encoder-Decoder, self-attention), overview of available models (BERT, GPT, T5...), presentation of the Hugging Face community. Installation of libraries, understanding the ecosystem (Transformers, Datasets, Tokenizers). First examples of loading and using a pre-trained model for a simple task (classification, text generation…) with Hugging Face pipelines.
Module 2Detailed Functioning, Fine-Tuning, and Advanced Training
In-depth exploration of the Trainer class, data management via the Datasets library, fine-tuning configuration for business data. Data preparation, creation of custom tokenizers, hyperparameter configuration. Practical cases on fine-tuning: text classification, question/answering, NER (named entity recognition), etc. Performance analysis and optimization, overfitting management, experiment monitoring.
Module 3Production Deployment, Best Practices, and Advanced Use Cases
Model formatting, export, and quantization. Introduction to acceleration with the Hugging Face Inference API, REST API deployment with FastAPI, Dockerization of NLP models. Security, versioning, and monitoring models in production (Model Hub, Spaces). Practical enterprise integration cases (chatbots, sentiment analysis, semantic search engines), cost optimization and resource management. Feedback from experience and study of industrial projects.
Evaluation method
- Ongoing case study throughout the training
- Implementation of a mini fine-tuning project
- Final quiz and collective review
Learning method
- Alternation of theory, live demos, and live coding
- Individual and small-group hands-on exercises on real cases
- Access to training notebooks and scripts
- Summary sheets provided
Methods, materials and delivery
The Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models 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 Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models 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 Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models 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.
Our method
Training quality, guaranteed at every step
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.
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FAQ
Frequently asked questions
How much does the Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models training cost?+
The price is $3,675 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training: Mastering Hugging Face Transformers: Development and Deployment of NLP Models training?+
The training lasts 3 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Mastery of the Python language, basics of machine learning, and fundamental knowledge in NLP
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
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