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Technical Expertise

Private LLM Fine-Tuning

Train cutting-edge language models on your own enterprise data. Secure, accurate, and guaranteeing strict confidentiality.

100%Data Confidentiality
10xContextual Accuracy
ZeroData Leaks
24/7Inference Capacity

Your AI, Your Rules

Public LLMs are generalists, but your business needs specialized expertise. Fine-tuning captures the nuances of your terminology, processes, and policies.

We build secure pipelines to adjust open-source or commercial models so they speak your business language while preserving the secrecy of your data.

The result? Hyper-contextualized automation without sending your sensitive information to large Cloud providers. Your data remains yours.

LLM Fine-Tuning Architecture
OUR METHODOLOGY

Fine-Tuning Methodology

1

Data Curation

Cleaning, annotating, and structuring your internal documentary corpus (PDFs, manuals, historical logs).

2

Iterative Training

Parameter-efficient fine-tuning (PEFT/LoRA) on secure servers to maximize semantic retention.

3

RAG Deployment

Combining the tuned model with a vector search base (RAG) to limit hallucinations.

Enterprise LLM Applications

Advanced use cases requiring deep understanding of your data.

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Support Copilot

An internal assistant knowing all your technical procedures, capable of guiding your teams.

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Quote Generation

Instant, accurate responses to RFPs based on hundreds of past submissions.

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Semantic Search

Find concepts, not just keywords, across millions of corporate documents.

Empowered by industry-leading technology partners

OpenAI
Anthropic
Hugging Face
Mistral AI
Meta Llama
Google Gemini
NVIDIA
Databricks
OpenAI
Anthropic
Hugging Face
Mistral AI
Meta Llama
Google Gemini
NVIDIA
Databricks
OpenAI
Anthropic
Hugging Face
Mistral AI
Meta Llama
Google Gemini
NVIDIA
Databricks
AI Consultation

Start your Custom
LLM Project

Evaluate the feasibility of your use case with our Artificial Intelligence engineering team.

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Custom-fit
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Performant
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Agnostic
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Absolute Confidentiality

Analysis Methodology

01

Schedule

02

Scoping

03

Architecture

AI Support Line

+1 (844) 978-4462

Schedule your AI Strategic Call

Choose a time to discuss your data security, models, and business objectives.

Confidential & Secure Session
Secure & Sovereign AI

Ready to deploy your private AI?

Our engineers are ready to evaluate your data architecture and design an ultra-secure LLM training pipeline with you.

verified_userBased in Montreal • 24/7 support in English & French
Expert IT

Need immediate help?

An IT architect is currently online.

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Need a technical session?

Speak directly with a Senior AI Architect about your challenges.

Schedule Call (15 min)arrow_forward
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Phone

+1 (514) 830-1557

mail

Email

contact@stigmatech.ca

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AI Laboratory (Montreal)

6205, Boul des Grandes-Prairies, QC H1P1A5