Gemma 3 27B Example Reports¶

Google's Gemma 3 27B demonstrates strong performance in professional writing, creative tasks, and business analysis with excellent style flexibility.

Available Reports¶

Model Performance¶

Strengths¶

• Style Flexibility: Excellent adaptation to different writing styles
• Professional Writing: Strong business and academic output
• Creative Tasks: Good narrative and descriptive abilities
• Efficient Processing: Fast generation with good quality
• Google Architecture: Distinctive attention patterns for coherence

Best Use Cases¶

• Business reports and strategic analysis
• Academic comparisons and literature reviews
• Creative writing projects
• Professional documentation
• Executive-level presentations

Deployment Configuration¶

python -m vllm.entrypoints.openai.api_server \
    --model "/path/to/model/RedHatAI_gemma-3-27b-it-FP8-dynamic" \
    --tensor-parallel-size 4 \
    --port 5000 \
    --host 0.0.0.0 \
    --gpu-memory-utilization 0.9 \
    --served-model-name "localmodel" \
    --disable-log-requests \
    --disable-custom-all-reduce \
    --guided-decoding-backend "xgrammar" \
    --max-model-len 120000

Hardware Requirements¶