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.
1 seat held for the next session
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.

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.
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
Without TensorRT-LLM, LLM inference stays 10x slower, wasting 70% of GPU resources and multiplying cloud costs by 5 (up to 50k€/an per 70B model).
Non-optimized companies suffer 40% higher latency, losing 25% of customers on real-time AI chatbots.
In 2024, 82% of AI prod incidents stem from unscalable performance, blocking promotions and exposing companies to devastating competition.
Every quarter without expertise widens an insurmountable competitive gap, risking vital market share.
Dive into expert installation of TensorRT-LLM on GPU clusters, configure Docker environments with CUDA 12+, build first TRT-LLM engines from HuggingFace models like Llama2, test real-time batching inferences, analyze profiling logs to identify initial bottlenecks, produce your first optimized deliverable ready for scaling, with exercises on real business cases to anchor professional certifying skills.
Develop custom kernels via TensorRT plugins to accelerate FlashAttention and Rotary Embeddings, fuse matrix operations GEMM with cuBLAS, benchmark gains on GPT-J and Mistral, implement INT8/FP8 quantizations to reduce VRAM memory by 50%, apply techniques to red thread projects, generate detailed performance reports, transform your skills into immediate enterprise assets through intensive practices.
Master tensor and pipeline parallelism on multi-GPU A100/H100 setups, configure NCCL for ultra-fast communications, deploy in-shard inferences for 70B+ models, test fault-tolerance and load-balancing, integrate with Kubernetes for orchestration, simulate high production loads on concrete e-commerce AI cases, produce scalable deliverable architectures, boost your professional projects with ready-to-use certifying expertise.
Design end-to-end pipelines with Triton Server for chaining TensorRT-LLM and embeddings, expose secure gRPC/REST APIs, manage token streaming and KV-cache for real-time chatbots, integrate Prometheus/Grafana monitoring, test high availability on real workloads, develop CI/CD deployment scripts, finalize red thread project with clear ROI metrics, leverage your enterprise skills through production-ready and certifying solutions.
Optimize final latencies to the extreme via advanced TensorRT-LLM profiling, implement OWASP security measures for sensitive inferences, deploy via Helm on EKS/GKE, analyze cloud vs on-prem costs with ROI calculators, conduct expert code reviews on red thread projects, prepare for professional skills certifications, depart with a complete toolbox to transform your enterprise AI infrastructures into performance leaders.
The Training TensorRT-LLM - Accelerate LLM Inference x10 in Production 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.
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.
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.
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.
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Generative AI & LLMsIndustry-certified
Data analysis & BIIndustry-certified
Data analysis & BIIndustry-certified
Data analysis & BIIndustry-certified
Data analysis & BIIndustry-certified
Data analysis & BIIndustry-certified
Data analysis & BIIndustry-certified
Automation & workflowsIndustry-certified
Automation & workflowsIndustry-certified
Automation & workflowsIndustry-certified
Automation & workflowsIndustry-certified
Automation & workflowsIndustry-certified
Automation & workflowsIndustry-certified
Storage & backupIndustry-certified
Storage & backupIndustry-certified
Storage & backupIndustry-certified
Storage & backupIndustry-certified
Storage & backupIndustry-certified
Storage & backupIndustry-certifiedAvailable on-site and remotely. Pick your city to see the local training center.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.