# Pruning + Distillation

**Source:** https://www.startuphub.ai/startups/pruning-distillation
**Profile type:** Startup

> Optimizing large language models through pruning and knowledge distillation for efficiency.

## About

Pruning + Distillation focuses on creating smaller, more efficient language models by removing redundant parameters (pruning) and transferring knowledge from larger models to smaller ones (distillation). This approach aims to reduce computational costs and resource requirements for deploying AI models.

## Key facts

- **Slug:** pruning-distillation
- **Operating status:** Active
- **Sectors / tags:** AI Foundation & Compute, Large Language Model, Generative AI, Machine Unlearning, AI Safety, AI Governance, Prompt Engineering, MLOps & DevInfra, Developer Tools, API Platform, Foundation Model, Small Language Model, AI Infrastructure, Transformer Architecture, MLOps

## Frequently asked

### What does Pruning + Distillation do?

Pruning + Distillation focuses on creating smaller, more efficient language models by removing redundant parameters (pruning) and transferring knowledge from larger models to smaller ones (distillation). This approach aims to reduce computational costs and resource requirements for deploying AI models.

### What industry does Pruning + Distillation operate in?

Pruning + Distillation operates in AI Foundation & Compute, Large Language Model, Generative AI, Machine Unlearning, AI Safety, AI Governance.

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