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cloud.google.com·4h ago
Cloud & Infrastructure
Google Cloud Blog·3h ago·5 min read
Day 0 support for Reflection’s Beam on Google Cloud: 5x faster perf with llm-d and NVIDIA Dynamo
TL;DR
Reflection has launched Beam, an open-weight model that enhances reasoning and coding efficiency by 3x to 4x compared to similar models, now available on Google Cloud with optimized performance.
✦ Why It Matters
Deploy Beam on Google Cloud today to enhance your software engineering tasks with superior performance.
Key Takeaways
- Utilize Beam's model for efficient coding tasks.
- Implement llm-d and NVIDIA Dynamo for optimized performance.
- Access deployment recipes for quick integration.
- Leverage Beam's reduced latency for multi-turn interactions.
How It Works
Beam's architecture is designed for efficiency at both the model and system levels. It activates only 23 billion parameters per token, reducing the compute required for reasoning.
The serving stack is optimized to handle multi-turn interactions by employing KV-cache-aware routing and disaggregated compute, which minimizes redundant computations and enhances throughput.