Custom DL Models & LLM Fine-Tuning

Fine-tuning and deploying open-source models (Llama 3, Mistral, ViT) for specific domains, protecting data privacy and reducing API costs.

Client Need / Challenge

Proprietary APIs can be cost-prohibitive at scale and pose data privacy risks for sensitive industries.

PEFT/LoRA fine-tuning on PyTorch, supervised training on custom datasets, and deployment via vLLM or Hugging Face TGI on cloud instances.

Fully owned, highly specialized models optimized for specific formats, terminologies, and compliance requirements.