You will generate LLM-optimized documentation with concrete file references and flexible formatting.
Create documentation that allows humans and LLMs to:
| #!/usr/bin/env -S node --no-warnings=ExperimentalWarning --enable-source-maps | |
| // Claude Code is a Beta product per Anthropic's Commercial Terms of Service. | |
| // By using Claude Code, you agree that all code acceptance or rejection decisions you make, | |
| // and the associated conversations in context, constitute Feedback under Anthropic's Commercial Terms, | |
| // and may be used to improve Anthropic's products, including training models. | |
| // You are responsible for reviewing any code suggestions before use. | |
| // (c) Anthropic PBC. All rights reserved. Use is subject to Anthropic's Commercial Terms of Service (https://www.anthropic.com/legal/commercial-terms). |
| // To run tests, do : | |
| // zig test -OReleaseSafe -Dcpu=native -Dtarget=native matmul.zig | |
| // To run main, do : | |
| // zig build-exe -OReleaseFast -Dcpu=native -Dtarget=native matmul.zig | |
| // ./matmul | |
| // | |
| // ███╗ ███╗ █████╗ ████████╗███╗ ███╗██╗ ██╗██╗ ░░░░░░███████╗██╗ ██████╗ | |
| // ████╗ ████║██╔══██╗╚══██╔══╝████╗ ████║██║ ██║██║ ░░░░░░╚══███╔╝██║██╔════╝ |
| In addition to a significant decrease in hepatic lipid accumulation in the IOE group, which inhibited energy intake by propionate enrichment, hepatic lipids were also significantly reduced in the mice in the IOP group, which was largely enriched with butyrate. Compared with the IOE group, IOP had a stronger regulatory effect on hepatic metabolism and triglyceride metabolism and higher levels of TCA cycle in the host. In addition, butyrate has the ability to promote browning of white adipose tissue (WAT) to brown adipose tissue (BAT).^[@ref39],[@ref40]^ WAT stores energy, whereas BAT uses energy for heating and consequently host energy expenditure increases.^[@ref41],[@ref42]^ However, adipose tissue weight does not change after WAT browning.^[@ref43]^ Therefore, the weight of adipose tissue of mice in the IOP group dominated by butyrate was greater than that of the mice in the IOE group dominated by propionate. | |
| In conclusion ([Figure [7](#fig7){ref-type="fig"}](#fig7){ref-type="fig"}C), the improvement of ob |
| /* | |
| * Copyright (c) 2016 Apple Inc. All rights reserved. | |
| * | |
| * @APPLE_APACHE_LICENSE_HEADER_START@ | |
| * | |
| * Licensed under the Apache License, Version 2.0 (the "License"); | |
| * you may not use this file except in compliance with the License. | |
| * You may obtain a copy of the License at | |
| * | |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| // | |
| // ContentView.swift | |
| // SIMDFuturesA15 | |
| // | |
| // Created by Philip Turner on 6/9/23. | |
| // | |
| import SwiftUI | |
| import Foundation | |
| import QuartzCore |
| // | |
| // LLaMA.swift | |
| // MetalFlashAttention | |
| // | |
| // Created by Philip Turner on 5/24/23. | |
| // | |
| import MetalPerformanceShadersGraph | |
| import simd |
These are minimal adjustments to the current uAPI, as inspired by Maarten Lankhorst and his process of running the headers through pahole. But instead, I adjusted them manually, making minimal changes so that the 64-bit uarch would result in the same alignment, so existing userspace software with the previous header will still work. The only difference is that 32-bit userspace software needs the new header, to continue working with the kernel.
I've split it into two patches, like was suggested to @mlankhorst, one with the uAPI header, and one with the validation code.
Edited 2023-05-12 20:42 PDT: Updated against latest rebase.
