Instructions to use SZLHOLDINGS/YARQA-ATTN with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use SZLHOLDINGS/YARQA-ATTN with Kernels:
# !pip install kernels from kernels import get_kernel kernel = get_kernel("SZLHOLDINGS/YARQA-ATTN") - Notebooks
- Google Colab
- Kaggle
Bind GitHub szl-holdings/YARQA-ATTN@098d19b: KERNEL card (python present, not import-LIVE) + torch-ext/yarqa_attn
621477d verified | # SPDX-FileCopyrightText: 2026 SZL Holdings | |
| # SPDX-License-Identifier: Apache-2.0 | |
| """Kernel-builder layout checks. These are not performance tests.""" | |
| from __future__ import annotations | |
| import re | |
| from pathlib import Path | |
| import pytest | |
| _ROOT = Path(__file__).resolve().parents[1] | |
| _NAME_RE = re.compile(r"^[a-z][-a-z0-9]*[a-z0-9]$") | |
| def test_build_toml_edition_5_torch_noarch(): | |
| text = (_ROOT / "build.toml").read_text(encoding="utf-8") | |
| assert "edition = 5" in text | |
| assert "[torch-noarch]" in text | |
| assert "[kernel." not in text | |
| assert 'name = "yarqa-attn"' in text | |
| assert _NAME_RE.match("yarqa-attn") | |
| assigned_triton = [ | |
| line | |
| for line in text.splitlines() | |
| if "triton" in line.lower() | |
| and not line.lstrip().startswith("#") | |
| and "=" in line | |
| ] | |
| assert assigned_triton == [] | |
| assert 'repo-id = "SZLHOLDINGS/YARQA-ATTN"' in text | |
| assert 'backends = ["cpu"]' in text | |
| def test_no_benchmarks_directory(): | |
| """Honesty: this package does not ship fabricated benches.""" | |
| assert not (_ROOT / "benchmarks").exists() | |
| def test_required_kernel_builder_files(): | |
| for rel in ( | |
| "build.toml", | |
| "CARD.md", | |
| "LICENSE", | |
| "README.md", | |
| "flake.nix", | |
| "torch-ext/yarqa_attn/__init__.py", | |
| "torch-ext/yarqa_attn/attn.py", | |
| "torch-ext/yarqa_attn/_chain.py", | |
| "tests/test_yarqa_attn.py", | |
| ): | |
| assert (_ROOT / rel).is_file(), rel | |
| def test_ops_py_not_authored(): | |
| """kernel-builder generates _ops.py. Do not ship a handwritten one.""" | |
| assert not (_ROOT / "torch-ext/yarqa_attn/_ops.py").exists() | |
| def test_flake_pytest_is_check_input_only(): | |
| text = (_ROOT / "flake.nix").read_text(encoding="utf-8") | |
| assert "pythonCheckInputs" in text | |
| assert "pythonBuildInputs =" not in text | |