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Focusing
Co-creating a reality that is aligned with my higher selves, ambitions, and the most amount of freedom
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Optimization Guidelines for the Appl...
Optimization Guidelines for the Apple Neural Engine (ANE) 1Comprehensive Optimization Guidelines for the Apple Neural Engine (ANE)
2Tensor Considerations:
34Shapes: Utilize tensor shapes that are powers of 2 (e.g., 2, 4, 8, 16) to enhance memory allocation and access.
5Sizes: Keep tensor sizes small, aiming for multiples of 16 (e.g., 16, 32, 48, 64) to optimize memory usage.
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swift-coreml-transformers
swift-coreml-transformers PublicForked from huggingface/swift-coreml-transformers
Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!
Swift 1
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swift-transformers
swift-transformers PublicForked from huggingface/swift-transformers
Swift Package to implement a transformers-like API in Swift
Swift
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OpenELM ANE Principles Implementatio...
OpenELM ANE Principles Implementations.md 1Made from my [ANE Optimizer Custom GPT](https://chatgpt.com/g/g-FzuQl8N6m-ane-optimizer)
23[Chat Link](https://chatgpt.com/share/9f52faf7-717f-41a6-aad2-86550a7ea078)
45The code you provided appears to implement the `OpenELM` model, a transformer-based model architecture optimized for language modeling tasks. Below is an overview of its components and functionalities:
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ANE-Principles-In-recurrent-drafting.md
ANE-Principles-In-recurrent-drafting.md 1Made from my [ANE-Optimizer Custom GPT](https://chatgpt.com/g/g-FzuQl8N6m-ane-optimizer).
23[Chat Link](https://chatgpt.com/share/79fa6ae8-f886-470c-9966-0141c48d1ac5)
45The provided code implements several Apple Neural Engine (ANE) principles to optimize the performance of a language model, specifically the Llama model. Here's a detailed breakdown of the principles applied:
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Activity overview
Contributed to
antmikinka/swift-transformers-test,
antmikinka/ane-prototypes,
antmikinka/StatefulGPT2CoreML
and 39 other
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March 2025
Created 10 repositories
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antmikinka/n8n
TypeScript
This contribution was made on Mar 19
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antmikinka/mlx-audio
Python
This contribution was made on Mar 18
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antmikinka/smolagents
Python
This contribution was made on Mar 16
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antmikinka/firecrawl-mcp-server
JavaScript
This contribution was made on Mar 16
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antmikinka/threads_api
JavaScript
This contribution was made on Mar 16
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antmikinka/DevOps-Roadmap
This contribution was made on Mar 15
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antmikinka/ChatMLX
Swift
This contribution was made on Mar 15
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antmikinka/AutoAgent
Python
This contribution was made on Mar 15
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antmikinka/mlx-squeezellm-gradients
Python
This contribution was made on Mar 13
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antmikinka/litgpt
Python
This contribution was made on Mar 11
8
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Mar 13