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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
10 spots per session maximum — 8 already taken
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30 free minutes with a training advisor — no commitment.
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Without mastering Hugging Face Transformers, NLP projects suffer from inefficient fine-tuning and deployment, wasting 35% more GPU compute hours on average.
This translates to $450,000 in annual losses per mid-sized AI team due to underperforming models and prolonged debugging cycles.
70% of production failures in transformer-based systems stem from suboptimal implementation, exposing companies to faulty predictions that erode customer trust and market position.
Every month without expertise compounds these risks, stalling innovation and career growth.
The Training: Master Hugging Face Transformers: From Initiation to Advanced Implementation training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Training: Master Hugging Face Transformers: From Initiation to Advanced Implementation training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Training: Master Hugging Face Transformers: From Initiation to Advanced Implementation training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
General presentation of Transformer architectures (BERT, GPT, RoBERTa, T5, etc.). Discover the Hugging Face ecosystem: Hub, Datasets, Model Card. First steps: installation, getting started with the library, exploration of the Model Hub and key features.
Loading pre-trained models (Tokenizers, Pipelines). Preparing datasets with the Datasets library. Step-by-step fine-tuning on a classification task, managing callbacks, monitoring via TensorBoard. Tips for controlling metrics and validating performance. Using the Hugging Face Trainer.
Deploying models via API (FastAPI, Streamlit, Transformers Serve). Exporting and sharing models on Model Hub. Accelerating inferences (ONNX, quantization, multi-GPU). Advanced customization of pipelines and developing models specific to your business needs.
8 participants max.
$3,812 / per person
3 days
remoteTarget audience
Developers, data scientists, AI engineers wishing to use or integrate Transformer models into their NLP projects
Prerequisites
Mastery of Python and basic knowledge of machine learning and natural language processing
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Intermediate
€2,310.002 days
remote8 pers. max.Intermediate€3,465.003 daysremote8 pers. max.Intermediate€3,465.003 daysremote8 pers. max.Intermediate€2,310.002 daysremote8 pers. max.
