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AICanRun
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About AICanRun
AICanRun is a compatibility checker designed to help users determine which local large language models their smartphone can run. The tool evaluates devices based on key hardware factors such as chip type, RAM capacity, and memory bandwidth. It supports a comprehensive database covering 132 phones, 51 models, and 294 quantization variants, ensuring broad compatibility across different devices. AICanRun uses transparent RAM calculations that account for model weights, KV cache requirements, and runtime overhead to provide accurate estimates. For each supported model, it recommends the optimal quantization level and predicts the inference speed in tokens per second. Additionally, the tool suggests compatible apps for deploying the models, all without requiring any installation from the user. This makes it a practical resource for developers, researchers, and enthusiasts looking to run AI models locally on their mobile devices efficiently.
Key features
- Compatibility checker for local AI models on smartphones
- Evaluates devices based on chip, RAM, and memory bandwidth
- Supports 132 phones, 51 models, and 294 quantization variants
- Provides recommended quantization levels for each model
- Estimates inference speed in tokens per second
- Suggests compatible apps for model deployment
- Uses transparent RAM math for accurate calculations
- No installation required to use the tool
Use cases
- Check if your smartphone can run a specific local AI model
- Compare inference speeds of different models on your device
- Identify the best quantization level for optimal performance
Pros
- Provides compatibility checks for a wide range of smartphones and models
- Evaluates devices based on key hardware factors like chip type, RAM, and memory bandwidth
- Offers transparent RAM calculations accounting for model weights, KV cache, and runtime overhead
- Recommends optimal quantization levels and predicts inference speed in tokens per second
- Suggests compatible apps for deploying models without requiring user installation
Cons
- Limited to the devices and models included in its database
- Predictions may vary based on real-world conditions and software optimizations
Frequently asked questions about AICanRun
What does AICanRun do?
AICanRun is a compatibility checker that helps users determine which local large language models their smartphone can run by evaluating hardware factors such as chip type, RAM, and memory bandwidth.
Who is AICanRun for?
The tool is designed for developers, researchers, and enthusiasts looking to run AI models locally on their mobile devices efficiently.
How does AICanRun work?
It uses transparent RAM calculations that account for model weights, KV cache requirements, and runtime overhead to provide accurate estimates. It also recommends optimal quantization levels and predicts inference speed.
Does AICanRun require installation?
No, the tool operates entirely in the browser and does not require any installation from the user.
Can AICanRun suggest apps for running models?
Yes, it suggests compatible apps for deploying the models directly on supported devices.
What hardware factors does AICanRun evaluate?
The tool evaluates devices based on chip type, RAM capacity, and memory bandwidth to determine compatibility with local large language models.
