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Gemma 3 4B Instruct

google/gemma-3-4b-instruct

2 credits / request
Compare with…Added 2026
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Gemma 3 4B Instruct is a compact, instruction-tuned variant from Google's Gemma 3 family, designed to run efficiently on constrained hardware including single-GPU developer workstations and smaller cloud instances. Despite its modest size, it incorporates the Gemma 3 training improvements that raise the quality floor for smaller open-weight models.

It is best suited for latency-sensitive applications, device-local deployments, or high-frequency API calls where a larger model's cost would be prohibitive. Tasks like intent classification, FAQ answering, simple document extraction, and lightweight chatbot interactions fall comfortably within its capabilities.

Key Features

4B parameters optimized for low-latency, resource-efficient inference

Instruction-tuned with Gemma 3 training improvements

Deployable on single consumer GPU or CPU-only environments

Handles classification, simple Q&A, and form-structured extraction

Open-weight model available for fine-tuning on domain-specific data

Suitable for batch-processing high-volume, simple text tasks

Ideal Use Cases

1.

On-device assistant features in desktop or mobile applications

2.

High-frequency intent classification in conversational agents

3.

FAQ and knowledge-base lookup automation

4.

Lightweight content moderation at scale

5.

Rapid fine-tuning experiments with minimal compute budget

Example Prompts for Gemma 3 4B Instruct

Technical Specifications

ProviderGoogle
CategoryText
ModalityText -> Text

Frequently Asked Questions

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