Skip to content

Question: How much memory does the model need? #785

@carlory

Description

@carlory

copid from https://github.com/vllm-project/semantic-router/blob/main/website/docs/tutorials/intelligent-route/embedding-routing.md#performance-characteristics

Model Dimension Latency Accuracy Memory
Qwen3 1024 30-50ms Highest 600MB
Gemma 768 10-20ms High 300MB
Gemma 512 8-15ms Medium 300MB
Gemma 256 5-10ms Lower 300MB

The Memory column seems to be incorrect. 300 and 600 are model sizes, not memory usage. And dtype is f32, so it should be at least 4 times the model size.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    Status

    Backlog

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions