LeNet on MNIST + readme update (#12)
* LeNet on MNIST + readme update * tanh + remove device toggle * remove device entirely
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README.md
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README.md
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# MLX Swift Examples
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Example [mlx-swift](https://github.com/ml-explore/mlx-swift) programs.
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Example [MLX Swift](https://github.com/ml-explore/mlx-swift) programs.
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## MNISTTrainer
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- [MNISTTrainer](Applications/MNISTTrainer/README.md): An example that runs on
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both iOS and macOS that downloads MNIST training data and trains a
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[LeNet](https://en.wikipedia.org/wiki/LeNet).
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An example that runs on both iOS and macOS that downloads MNIST training
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data and trains an MNIST model.
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- [LLMEval](Applications/LLMEval/README.md): An example that runs on both iOS
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and macOS that downloads an LLM and tokenizer from Hugging Face and and
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generates text from a given prompt.
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- [README](Applications/MNISTTrainer/README.md)
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- [LinearModelTraining](Tools/LinearModelTraining/README.md): An example that
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trains a simple linear model.
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## LLMEval
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An example that runs on both iOS and macOS that downloads a LLM model
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weights and tokenizer configuration from Hugging Face and evaluates
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a prompt in-process.
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- [README](Applications/LLMEval/README.md)
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## LinearModelTraining
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A simple linear model and a training loop.
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- [README](Tools/LinearModelTraining/README.md)
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## llm-tool
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A command line tool for generating text using a variety of Hugging Face models:
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- [README](Tools/llm-tool/README.md)
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## mnist-tool
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A command line tool for training an MNIST (MLP) model:
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- [README](Tools/mnist-tool/README.md)
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- [llm-tool](Tools/llm-tool/README.md): A command line tool for generating text
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using a variety of LLMs available on the Hugging Face hub.
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- [mnist-tool](Tools/mnist-tool/README.md): A command line tool for training a
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a LeNet on MNIST.
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