Occupations

Computer Programmers

3,021 skills

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3,021 skills

Add Uint Support

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.

pytorch99.2k

Debugging

Aoti Debug

Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.

pytorch99.2k

Framework Internals

Metal Kernel

Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.

pytorch99.2k

Machine Learning

Peft Fine Tuning

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.

NousResearch98.6k

Code Quality

Fix Linting Types On Pr

Checks out a PR (including fork PRs), fixes all linting and TypeScript errors, then pushes the changes back. Use when asked to fix lint, types, or TS errors on a PR.

storybookjs89.7k

Framework Internals

Implementing Jsc Classes Cpp

Implements JavaScript classes in C++ using JavaScriptCore. Use when creating new JS classes with C++ bindings, prototypes, or constructors.

oven-sh89.2k

Computer Programmers

Add Uint Support

Aoti Debug

Metal Kernel

Peft Fine Tuning

Fix Linting Types On Pr

Implementing Jsc Classes Cpp

Computer Programmers

Add Uint Support

Aoti Debug

Metal Kernel

Peft Fine Tuning

Fix Linting Types On Pr

Implementing Jsc Classes Cpp

Implementing Jsc Classes Zig

Zig System Calls

Update Sdk

Fix Bug

Review

Create Worktree

Bisect

Add Malli Schemas

Clojure Eval

Clojure Write

Clojure Review

Mutation Testing

Discourse Service Authoring

Discourse Upcoming Changes

Slack Gif Creator

Esm Cjs Risk Scan

Ccxt Python

Ccxt Go

Ccxt Php

Ccxt Csharp

CCXT for TypeScript/JavaScript

Scrapling Official

Arthas Springcontext Issues Resolve

Go Concurrency Patterns