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Updates the requirements on [pytest](https://github.com/pytest-dev/pytest), [pandas](https://github.com/pandas-dev/pandas) and [matplotlib](https://github.com/matplotlib/matplotlib) to permit the latest version.

Updates `pytest` from 7.2.2 to 8.1.1
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/7.2.2...8.1.1)

Updates `pandas` to 2.2.1
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](https://github.com/pandas-dev/pandas/compare/v2.2.0...v2.2.1)

Updates `matplotlib` to 3.8.3
- [Release notes](https://github.com/matplotlib/matplotlib/releases)
- [Commits](https://github.com/matplotlib/matplotlib/compare/v3.8.2...v3.8.3

)

---
updated-dependencies:
- dependency-name: pytest
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: major
- dependency-name: pandas
  dependency-type: direct:development
  dependency-group: major
- dependency-name: matplotlib
  dependency-type: direct:development
  dependency-group: major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* optim, integration

* toctree

* feedback

Minor type/doc fixes

Reformat Python code with Ruff

Rework CUDA/native-library setup and diagnostics

Closes #1114
Co-authored-by: Titus von Koeller <9048635+Titus-von-Koeller@users.noreply.github.com>

* (ci) build with wider CUDA version matrix

* (ci) build with wider CUDA version matrix

* (ci) skip sm_89 target on CUDA 11.7

* (ci) skip sm_90 target on CUDA 11.8

* modify workflow to publish to test.pypi

* (build) Test for manylinux_2_24 build on GH actions

* (build) got that backwards.

* try fixing manual triggering condition for testpypi

* try if Ubuntu 18.04 is an easy fix to allow for `manylinux_2_24` compatibility

* hardcode publish step to run to test publishing

* set ubuntu to newest supported version

* try statically linking libstdc++ to achieve manylinux_2_18

* last commit only brought us to manylinux_2_34, reverse

* add misssing permission for publishing to pypi

* snake case deprecated in favor of kebab

* downgrade cuda ubuntu aiming for manylinux_2_24

* add step to upgrade cmake due to old Ubuntu for CUDA build

* adjust path to prefer pip installed cmake

* (cmake) set CMAKE_BUILD_TYPE=Release if unspecified

* default to CMAKE_BUILD_TYPE Release for optimized releases and better many_linux compatibility

* (build) back to ubuntu22.04 docker images

* verify Cmake in separte step

* add clarifying comment about Python version compatibility

* (build) we don't need cmake for wheel step

* fixup testpypi publish to run in PR for testing

* add pypi publishing when tagged on main

* add functionality to rewrite platform tags

* (ci) adjust platform tags for wheels

* fix for windows, get order right.

* fix for windows, get order right.

* (build) slim down those fatbins on windows cuda

* sloppy

* remove broken PyPi upload for now

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Co-authored-by: Titus von Koeller <9048635+Titus-von-Koeller@users.noreply.github.com>

* optims

* fix path

* fix path

* mdx

* fix path

* toctree

* fix

* optimizer, adagrad

* add init

* add

* more apis

* params

* clarify

* run pre-commit hooks

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Co-authored-by: Titus von Koeller <9048635+Titus-von-Koeller@users.noreply.github.com>

Co-authored-by: wkpark <wkpark@gmail.com>

* Fix example int8_inference_huggingface.py

* Update examples/int8_inference_huggingface.py
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

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Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* (cmake) Fix generation of targets for nvcc

* Typo

* (ci) linux + CUDA workflow: make sure we specify target architectures

* fix

* fix one more time

* (cmake) Default in CMAKE_CUDA_ARCHITECTURES_ALL when cmake<3.23, make sure we build only selected cubins and only ptx for latest capability

* Fix static lookup for CMAKE_CUDA_ARCHITECTURES_ALL on cmake<3.23

* Remove debug setting

* clarification

* improve accelerate reference in docs

* Apply suggestions from code review
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* fix spelling

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Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* lit-gpt integration

* mention PT lightning