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.
Discover the quick installation of TensorRT-LLM on GPU clusters, configure essential dependencies with conda and Docker, build your first TensorRT engines from Hugging Face models like Llama or GPT, test basic inference via Python backend, analyze performance logs to identify bottlenecks, and produce an initial speedup report, all through guided practical exercises to anchor professional skills from the first day.
Dive into INT4/INT8/FP8 quantization techniques to reduce GPU memory by up to 4x, fuse attention and MLP kernels with custom TensorRT-LLM plugins, tune hyperparameters via automated scripts, benchmark on A100/H100 with Triton Inference Server, implement AWQ for 70B parameter LLMs, generate custom latency profiles, and validate gains through real exercises on professional datasets, boosting your enterprise optimization skills.
Deploy TensorRT-LLM backends with Triton Server for handling thousands of concurrent requests, integrate into Kubernetes for GPU auto-scaling, expose optimized REST/gRPC APIs, manage KV-cache paging for long contexts, monitor with Prometheus and Grafana, test resilience under load with Locust, produce production-ready Docker images, and simulate enterprise scenarios in practical exercises, ensuring certified mastery of high-availability deployment.
Refine multi-GPU performance with tensor parallelism and pipeline parallelism, implement Mixture of Experts on TensorRT-LLM, debug memory leaks and overflows using NVIDIA Nsight, customize ops for specific domains like finance or healthcare, benchmark against vLLM and Hugging Face TGI, finalize a personal capstone project with source code deliverable and performance report, and prepare for certification through peer review, consolidating expert skills for the enterprise.
The Training TensorRT-LLM - Accelerate LLM Inference x10 in Production 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 TensorRT-LLM - Accelerate LLM Inference x10 in Production 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 TensorRT-LLM - Accelerate LLM Inference x10 in Production 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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Bases de donnéesIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.