Google Gemma
- Price
- Free
- API
- No
- Weights
- Yes
WHAT IT DOES
Google Gemma is a family of open-source language models available in 2B, 7B, and 27B parameter sizes. Trained on 6 trillion tokens of high-quality data, designed for efficient local deployment. Includes standard and instruction-tuned variants. Reached 1 billion total downloads across Hugging Face, Kaggle, and GitHub by August 2026. Has spawned 100,000+ community derivatives (finetuned versions, specialized variants, quantizations). Available under Google DeepMind's permissive license for commercial and research use.
WHY WE PICKED IT
1B+ downloads demonstrates successful open-source adoption. 100K+ derivatives show strong community extending and adapting the models. Covers efficiency needs from edge (2B) to capabilities (27B). Strong proof that open models achieve massive scale in production deployments.
QUICK FACTS
STRENGTHS
- ✓1B+ downloads (proven adoption)
- ✓100K+ community derivatives
- ✓Range: 2B-27B (edge to capable)
- ✓Permissive licensing
- ✓6T tokens training data
GETTING STARTED
Download from Kaggle or Hugging Face. Use llama.cpp, vLLM, or Ollama for inference. For fine-tuning: use Google's Ludwig or Hugging Face transformers. For edge: quantize to 4-bit with bitsandbytes.
OFFICIAL LINKS
SIMILAR TOOLS
USE CASE EXAMPLES
Finetuned Domain Specialist
Adapt Gemma to specialized domains like medical/legal/technical.
- Download base Gemma 7B model
- Prepare domain-specific training data
- Finetune with Ludwig or transformers
- Deploy specialized model for production queries
Edge Inference on Commodity Hardware
Run Gemma 2B on laptops or mobile without cloud.
- Quantize Gemma 2B to 4-bit
- Deploy with MLX (Mac) or onnxruntime
- Integrate into application
- Local inference with <2s latency
Multilingual Language Model Variant
Build on community variants for multilingual support.
- Find community multilingual Gemma variant
- Use existing finetuning
- Deploy across languages
- Benefit from community optimization work
PRICING
FEATURED IN GUIDES
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EXPLORE ALTERNATIVES
Compare Google Gemma with 5+ similar llms AI tools.
FREQUENTLY ASKED QUESTIONS
Is Google Gemma free?
Yes, Google Gemma is completely free to use.
Does Google Gemma have an API?
No, Google Gemma does not appear to offer a public API.
What is Google Gemma best for?
Google Gemma is best for Open Source Development. Google Gemma is a family of open-source language models available in 2B, 7B, and 27B parameter sizes. 1B+ downloads demonstrates successful open-source adoption. 100K+ derivatives show strong community extending and adapting the models. Covers efficiency needs from edge (2B) to capabilities (27B). Strong proof that open models achieve massive scale in production deployments.
What platforms does Google Gemma support?
Google Gemma supports local.
Is Google Gemma open source?
Yes, Google Gemma is open source. You can access the source code, contribute, and deploy it on your own infrastructure.
How do I get started with Google Gemma?
Download from Kaggle or Hugging Face. Use llama.cpp, vLLM, or Ollama for inference. For fine-tuning: use Google's Ludwig or Hugging Face transformers. For edge: quantize to 4-bit with bitsandbytes.
How do I use Google Gemma?
Google Gemma is a large language model for text generation, analysis, and conversation. Use through available interfaces. Enter prompts or questions to get responses. It excels at 1b+ downloads (proven adoption).
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