Activefastllm Open Source

Gemma 2 27B

by Google· Released June 2024· Cutoff June 2024

Gemma 2 27B is a lightweight, open-source language model from Google, built on the same research and technology as the Gemini models. It offers strong performance for its size, excelling in reasoning, coding, and safety benchmarks. As part of the Gemma 2 family, it provides a balance of efficiency and capability for developers and researchers.

Official Site API Docs 🤗 Hugging Face 📄 Research Paper

Input cost

Free (open source)

Output cost

Free (open source)

Context window

8192 tokens

Max output

8192 tokens

Modalities

text

Parameters

27B

License

Gemma License

Capabilities

Text GenerationCode GenerationReasoningInstruction FollowingSafety AlignmentMultilingual Support

Best For

Developers and researchers needing a powerful, open-source language model for fine-tuning and deployment in resource-constrained environments.

Strengths

Strong performance relative to model size
Open-source with permissive license
Good safety and alignment
Efficient inference
Supports fine-tuning

Limitations

Smaller context window (8K tokens)
No multimodal capabilities
Not as capable as larger frontier models
Limited to text-only tasks

Use Cases

Chatbots and conversational AI

Code generation and assistance

Text summarization

Content creation

Educational tools

Research experimentation

Fine-tuning for domain-specific tasks

Improvements Over Previous Model

Improved performance on reasoning and coding benchmarks compared to Gemma 1 7B
Larger model size (27B vs 7B) for better capabilities
Enhanced safety and alignment techniques
Better efficiency and inference speed
Supports fine-tuning with new techniques

Back to all models

Activefastllm Open Source

Gemma 2 27B

by Google· Released June 2024· Cutoff June 2024

Official Site API Docs 🤗 Hugging Face 📄 Research Paper

Input cost

Free (open source)

Output cost

Free (open source)

Context window

8192 tokens

Max output

8192 tokens

Modalities

text

Parameters

27B

License

Gemma License

Capabilities

Text GenerationCode GenerationReasoningInstruction FollowingSafety AlignmentMultilingual Support

Best For

Developers and researchers needing a powerful, open-source language model for fine-tuning and deployment in resource-constrained environments.

Strengths

Strong performance relative to model size
Open-source with permissive license
Good safety and alignment
Efficient inference
Supports fine-tuning

Limitations

Smaller context window (8K tokens)
No multimodal capabilities
Not as capable as larger frontier models
Limited to text-only tasks

Use Cases

Chatbots and conversational AI

Code generation and assistance

Text summarization

Content creation

Educational tools

Research experimentation

Fine-tuning for domain-specific tasks

Improvements Over Previous Model

Improved performance on reasoning and coding benchmarks compared to Gemma 1 7B
Larger model size (27B vs 7B) for better capabilities
Enhanced safety and alignment techniques
Better efficiency and inference speed
Supports fine-tuning with new techniques

Back to all models