A benchmarking tool for LM Studio inference
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Project description
LM Studio Inference Benchmark
This project provides tools to benchmark inference performance for LM Studio models. It measures various metrics including:
- Inference latency
- Tokens per second
- Memory usage
- Response generation time
Requirements
- Python 3.8+
- LM Studio running locally
- Required Python packages (see requirements.txt)
Installation
pip install -r requirements.txt
Usage
python main.py --model "your_model_name" --prompt "your_test_prompt"
Features
- Measures inference latency across different prompt lengths
- Supports multiple model comparisons
- Generates detailed performance reports
- Memory usage tracking
- Configurable test parameters
License
MIT License
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