Prompt EngineeringCustom Model Training & Distillation

Prompt Engineering for Custom Model Training

Develop training data and evaluation prompts that drive custom model performance. We engineer prompts for data generation, model evaluation, and output alignment.

Prompt Engineering Capabilities for Custom Model Training & Distillation

Training data prompt engineering

Evaluation prompt development

Synthetic data generation prompts

Output alignment prompting

Red team prompt development

Use Cases

1

Prompt-driven synthetic training data generation

2

Evaluation prompts for fine-tuned models

3

Alignment prompts for custom model outputs

4

Red team prompts for safety testing

Integration Details

Prompt Engineering

Professional prompt engineering for reliable AI outputs. We develop, test, and optimize prompts using systematic methodologies.

All LLM providersEvaluation toolsCI/CD systemsMonitoringVersion control

Custom Model Training & Distillation

Training domain models on curated corpora, applying NeMo and LoRA distillation, and wiring evaluation harnesses so accuracy stays high while latency and spend drop.

NVIDIA NeMo MicroservicesHugging Face TransformersLoRA & QLoRADeepSpeed & MegatronRAG Evaluation HarnessesPromptFlow & TruLensWeights & Biases

Ready to Implement Prompt Engineering for Custom Model Training & Distillation?

Let's discuss how we can help you leverage prompt engineering within your custom model training & distillation strategy.

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