Production-grade Llm Fine Tuning for teams in a hurry
Fine-tune open-source and commercial LLMs on your data — LoRA, QLoRA, and full fine-tunes with evaluation harnesses.
What LLM Fine-Tuning Services looks like with us
Llm Fine Tuning from Engineer Master Labs means production-grade work, weekly transparent reporting, and a team that stays until the metrics move. Every engagement starts with a mutual NDA, a scoping conversation with a senior engineer, and a written proposal within one week. We bring production discipline: observability, runbooks, rollback plans, and documented handover to your team. Book a discovery call and we'll send back a scoped plan within one business day.
- 01Integrations with your existing systems (CRMs, ERPs, ticketing, data warehouses)
- 02Cost dashboards so you can see token/inference spend against ROI
- 03Re-training / prompt-tuning workflows documented for your team to own post-launch
- 04End-to-end automation: design, data pipelines, evaluation harness, deployment, observability
- 05Production SLAs — not a POC that collapses under real traffic
How teams use this
Add AI to an existing product feature without rebuilding the whole workflow
Stand up a greenfield automation that your internal team will own post-handover
Replace a manual process currently consuming 20+ hours/week of team time
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Common questions
What about hallucinations and accuracy?
Every production LLM feature ships with an evaluation harness and confidence thresholds. Low-confidence outputs route to human review. We quote accuracy numbers against labelled samples, not vibes.
Who owns the model and data after launch?
You do. All prompts, fine-tuned weights, training data, and evaluation sets are handed over. No vendor lock-in.
What does pricing look like?
Three models: fixed-scope for clear MVPs, monthly retainer for ongoing engineering, or day-rate staff augmentation. We send a written quote within one week of the scoping call.
How fast can we start?
Most engagements kick off within 5-10 business days of the first discovery call. Scoping takes 3-5 days; paperwork (MSA + SoW + NDA) runs in parallel.
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Describe the problem, the constraint, the deadline. We'll send back a scoped plan and a senior engineer to kick it off — no sales theater.




