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.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Dive into the specifics of Qwen models such as Qwen-72B and Qwen2, installation of optimized environments with Hugging Face Transformers and vLLM, dissection of attention layers and multilingual tokenizers, practical exercises on benchmark performance analysis, creation of a first fast local inference pipeline, with immediate trainer feedback to validate your expert skills.
Master LoRA and QLoRA techniques to fine-tune Qwen on proprietary datasets, data preparation with Tokenizers and PEFT, use of accelerators like DeepSpeed to scale on multiple GPUs, practical workshops on a realistic business case such as automated report generation, evaluation of perplexity and BLEU metrics, production of a deployable fine-tuned model ready for enterprise use.
Build powerful RAG systems by coupling Qwen with vector databases FAISS and Pinecone, implementation of pipelines with LangChain and LlamaIndex, intelligent chunking of enterprise documents, exercises on complex multilingual queries, optimization of retrieval to reduce hallucinations, development of a RAG prototype application connected to your internal knowledge base, with live precision testing.
Develop intelligent agents based on Qwen using the ReAct pattern for reasoning and action, integration with external APIs via LangGraph, management of custom tools like search engines or SQL databases, practical simulations of enterprise scenarios such as automated customer support, debugging and chaining multi-step agents, creation of a capstone agent capable of complex tasks, directly boosting your professional productivity.
Deploy Qwen in high-performance inference mode with Docker, FastAPI, and Kubernetes for autoscaling, implementation of safeguards against jailbreaks and prompt injections, monitoring with Prometheus and Grafana for traceability, exercises on ONNX optimization and quantization for reduced GPU costs, production deployment of a complete Qwen service with CI/CD GitHub Actions, final security audit and enterprise maintenance plan.
The Training Qwen - Deploying High-Performance Open-Source LLMs program is delivered onsite or remote (blended-learning, e-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.
For the smooth delivery of the Training Qwen - Deploying High-Performance Open-Source LLMs program, the following equipment is required:
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.
Assessment of skills acquired during the Training Qwen - Deploying High-Performance Open-Source LLMs program is performed through:
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.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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Data ScienceIndustry-certified
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Data ScienceIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.