Hugging Face DevelopmentCustom Model Training & Distillation

Custom Model Training with Hugging Face

Train and fine-tune open-source models using the Hugging Face ecosystem. We leverage Transformers, PEFT, and TRL for domain-specific model development with rigorous evaluation.

Hugging Face Development Capabilities for Custom Model Training & Distillation

Transformers fine-tuning

PEFT and LoRA training

Custom dataset preparation

Model evaluation and benchmarking

Inference Endpoints deployment

Use Cases

1

Domain-specific NLP models on Hugging Face

2

Custom classification models with Transformers

3

Fine-tuned embedding models for search

4

Specialised language models for enterprise tasks

Integration Details

Hugging Face Development

Hugging Face model deployment and fine-tuning. We help you leverage open-source models for production enterprise applications.

TransformersDatasetsInference EndpointsPEFTTRL

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 Hugging Face Development for Custom Model Training & Distillation?

Let's discuss how we can help you leverage hugging face development within your custom model training & distillation strategy.

Get in Touch