ALGONLP Group
lexatalk.com · Model Training & Evaluation
Our model-focused company for training, fine-tuning, evaluation, and data pipelines across categories.
Focus
Model quality, safety, and velocity
Training loops, eval harnesses, and data ops to keep models aligned, safe, and measurable.
Training
Fine-tuning & LoRA
Domain adaptation, retrieval conditioning, and safety conditioning pipelines.
Data
Curation & augmentation
Dataset cleaning, synthetic generation, and labeling workflows.
Evaluation
Eval harnesses
Task-specific metrics, red-team checks, and continuous regression tracking.
Deployment
Serving & monitoring
Latency, cost, and drift monitoring with alerting and rollback paths.
Safety
Guardrails
Policy filters, PII scrubbing, and escalation design tuned to your domain.
Engage lexatalk.com
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