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.
Learning objectives
- Deploy custom Hugging Face pipelines in production
- Optimize Transformer fine-tuning for complex cases
- Integrate multi-modal AI agents via the Accelerate library
- Scale models on GPU/TPU with DeepSpeed and Hugging Face
- Build advanced RAG applications with expert embeddings
- Analyze and debug model performance in real-time
- Automate end-to-end workflows with HF Datasets and Spaces
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 Hugging Face expertise, 65% of expert ML projects fail in the scaling phase, wasting up to 200k€ per initiative according to Gartner.
Your competitors are already deploying optimized LLMs 5x faster, capturing 40% of the AI market share in 2024.
Risk professional stagnation: blocked promotions, stagnant salaries at -25% vs.
HF specialists.
Lose client contracts requiring advanced RAG and fine-tuning, amid a shortage of 300k AI experts in Europe by 2025.
Invest now or let your tech leadership slip away.
Program
Module 1Advanced Hugging Face Fundamentals: Transformers and Expert Tokenizers
Dive into the most cutting-edge Transformer architectures, configure custom tokenizers for rare languages, use the Transformers library to load and inspect pre-trained models like BERT or Llama, perform exercises on massive datasets via HF Datasets, generate your first performance benchmarks, and validate optimal configurations for your AI projects, while gaining fluency for rapid and efficient implementations.
Module 2Expert Fine-tuning: PEFT and LoRA on Hugging Face
Master Parameter-Efficient Fine-Tuning techniques with PEFT and LoRA, apply them to giant LLMs on custom datasets, use the Trainer API for advanced hyperparameters, integrate QLoRA for up to 80% memory reduction, test on concrete cases like code generation or specialized NER, generate optimized checkpoints, and deploy your fine-tuned models in a snap, dramatically boosting your AI performance.
Module 3Pipelines and AI Agents: Multi-Modal Hugging Face Integration
Build end-to-end pipelines for vision, NLP, and audio, integrate agents with LangChain and HF Agents, chain models like CLIP or Whisper for hybrid apps, develop interactive exercises on real workflows, optimize inference with Optimum and ONNX, produce production-ready functional demos, and discover how to scale your AI innovations without technical limits.
Module 4Optimization and Scaling: Accelerate, DeepSpeed on Hugging Face
Accelerate distributed training with Accelerate and DeepSpeed, configure ZeRO for models on GPU clusters, benchmark gains up to 10x in speed, apply exercises on horizontal scaling, integrate Tensor Parallelism for LLMs >70B, generate detailed performance reports, and master tools for cloud-agnostic deployments, transforming your workflows into ultra-efficient AI powerhouses.
Module 5Real Projects and Deployment: Hugging Face Spaces, Inference Endpoints
Complete a full capstone project with advanced RAG and expert embeddings, deploy on HF Spaces and Inference Endpoints for infinite scalability, integrate monitoring with Prometheus, test enterprise use cases like secure chatbots, produce production-ready deliverables with Docker and API, and conclude with a pitch of your solutions, ready to impress employers and clients with your elite Hugging Face skills.
Evaluation method
- Daily technical quizzes, final project evaluated by experts, Qualiopi certification recognized by RNCP.
Learning method
- 80% intensive practice, real business cases, interactive exercises with live coding.
Methods, materials and delivery
The Hugging Face Training - Master Advanced Transformers 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 Hugging Face Training - Master Advanced Transformers 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 Hugging Face Training - Master Advanced Transformers 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 Hugging Face Training - Master Advanced Transformers training cost?+
The individual price is $5,775 (USD). A detailed quote is sent within one business day.
How long is the Hugging Face Training - Master Advanced Transformers training?+
The training lasts 5 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?+
Advanced proficiency in Python, PyTorch or TensorFlow, experience in fine-tuning LLMs and model deployment.
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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