lexatalk.com - Model Training & Evaluation
Our model-focused company for training, fine-tuning, evaluation, and data pipelines across categories.
Model quality, safety, and velocity
Training loops, eval harnesses, and data ops to keep models aligned, safe, and measurable.
Fine-tuning & LoRA
Domain adaptation, retrieval conditioning, and safety conditioning pipelines.
Curation & augmentation
Dataset cleaning, synthetic generation, and labeling workflows.
Eval harnesses
Task-specific metrics, red-team checks, and continuous regression tracking.
Serving & monitoring
Latency, cost, and drift monitoring with alerting and rollback paths.
Guardrails
Policy filters, PII scrubbing, and escalation design tuned to your domain.
See eval gains in seconds
Select a task to preview baseline vs tuned model scores.
Select a task to view a short evaluation summary.
Pilot to production
We start with a focused pilot, stand up evals, then move to production with monitoring and handoff to your team.
Start a pilot