'pip install mlx' does not seem to work correctly #10

guptaaryan16 · 2023-12-06T05:54:31Z

Seems like the pip install does not install the correct package on my env

>> pip install mlx
Collecting mlx
  Using cached mlx-0.0.0-py3-none-any.whl.metadata (505 bytes)
Using cached mlx-0.0.0-py3-none-any.whl (2.1 kB)
Installing collected packages: mlx
Successfully installed mlx-0.0.0

If you trace the installed package it gives

>> cd ~/opt/anaconda3/envs/test/lib/python3.9/site-packages/mlx
>> ls
__init__.py __pycache__
>> cat __init__.py
print("HELLO WORLD!")

Environment:
M1 Mac Air + Miniconda

The text was updated successfully, but these errors were encountered:

evancoons22 · 2023-12-06T05:59:35Z

I am finding the same issue. init.py is print("HELLO WORLD").

jagrit06 · 2023-12-06T06:07:30Z

Can you try installing the latest version of mlx (pip install -U mlx) and let me know if the problem still persists ?

guptaaryan16 · 2023-12-06T06:19:07Z

I did but that doesn't seem to work either

jagrit06 · 2023-12-06T06:22:42Z

What was the result of running pip install -U mlx ? Maybe we can try forcing pip install -U mlx==0.0.3 instead ?
Also, can I ask what MacOS version you are using ?

guptaaryan16 · 2023-12-06T06:30:31Z

>> pip install -U mlx
Requirement already satisfied: mlx in ~/opt/anaconda3/envs/test/lib/python3.9/site-packages (0.0.0)

>> pip install -U mlx==0.0.3
ERROR: Could not find a version that satisfies the requirement mlx==0.0.3 (from versions: 0.0.0)
ERROR: No matching distribution found for mlx==0.0.3

Env:

OS: macOS 14.1.1 23B81 arm64
Host: MacBookAir10,1
Kernel: 23.1.0
CPU: Apple M1
GPU: Apple M1
Memory: 1507MiB / 8192MiB
Python 3.9.18
conda 4.10.3

jagrit06 · 2023-12-06T06:38:00Z

Hmm, that's odd
mlx==0.0.0 is an invalid distribution and pypi has the correct mlx==0.0.2 and mlx==0.0.3 for macOS 14
Let's upgrade pip and make sure it's not using the cached distribution
pip install --upgrade pip
pip install --force-reinstall --no-cache-dir --upgrade mlx

andevsr · 2023-12-06T06:44:25Z

Package Version

mlx 0.0.3

>>> import mlx.core as mx
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/Users/vigneshsairoshanande/Desktop/Coding and DS/mlx/mlx.py", line 1, in <module>
    import mlx.core as mx
ModuleNotFoundError: No module named 'mlx.core'; 'mlx' is not a package

don't know why but for some reason it's not able to recognize the package

M2 Pro

menzHSE · 2023-12-06T06:50:21Z

Just another (positive) data point: I had no issue with pip install -U mlx on a fresh conda environment.

pip install -U mlx
Collecting mlx
  Downloading mlx-0.0.3-cp311-cp311-macosx_13_0_arm64.whl.metadata (212 bytes)
Downloading mlx-0.0.3-cp311-cp311-macosx_13_0_arm64.whl (9.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9.4/9.4 MB 4.7 MB/s eta 0:00:00
Installing collected packages: mlx
Successfully installed mlx-0.0.3

Python 3.11.6 | packaged by conda-forge | (main, Oct  3 2023, 10:37:07) [Clang 15.0.7 ] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import mlx.core as mx
>>> a = mx.array([1, 2, 3, 4])
>>> a.shape
[4]
>>> a.dtype
int32

OS: macOS 13.5.2
Host: MacBookPro17,1
Kernel: 22.6.0
CPU: Apple M1
GPU: Apple M1
Python 3.11.6
conda 23.9.0

guptaaryan16 · 2023-12-06T07:13:36Z

Hmm, that's odd mlx==0.0.0 is an invalid distribution and pypi has the correct mlx==0.0.2 and mlx==0.0.3 for macOS 14 Let's upgrade pip and make sure it's not using the cached distribution pip install --upgrade pip pip install --force-reinstall --no-cache-dir --upgrade mlx

This does not work either.

@jagrit06 I tried installing it from source using pip install -e . and other commands given here https://ml-explore.github.io/mlx/build/html/install.html# . Even that seems to give an error here

 xcrun: error: unable to find utility "metal", not a developer tool or in PATH
      make[2]: *** [mlx/backend/metal/kernels/copy.air] Error 72
      make[1]: *** [mlx/backend/metal/kernels/CMakeFiles/mlx-metallib.dir/all] Error 2
      make: *** [all] Error 2
      Traceback (most recent call last):
         File "~/opt/anaconda3/envs/test/lib/python3.9/subprocess.py", line 528, in run
          raise CalledProcessError(retcode, process.args,
      subprocess.CalledProcessError: Command '['cmake', '--build', '.', '--target', 'install']' returned non-zero exit status 2.
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for mlx
Failed to build mlx
ERROR: Could not build wheels for mlx, which is required to install pyproject.toml-based projects

Maybe I should upgrade my python version for more support, but the above trace suggests that metal is not available, not sure why?

jagrit06 · 2023-12-06T07:36:13Z

Hmm, that's odd mlx==0.0.0 is an invalid distribution and pypi has the correct mlx==0.0.2 and mlx==0.0.3 for macOS 14 Let's upgrade pip and make sure it's not using the cached distribution pip install --upgrade pip pip install --force-reinstall --no-cache-dir --upgrade mlx

This does not work either.

@jagrit06 I tried installing it from source using pip install -e . and other commands given here https://ml-explore.github.io/mlx/build/html/install.html# . Even that seems to give an error here
 xcrun: error: unable to find utility "metal", not a developer tool or in PATH
      make[2]: *** [mlx/backend/metal/kernels/copy.air] Error 72
      make[1]: *** [mlx/backend/metal/kernels/CMakeFiles/mlx-metallib.dir/all] Error 2
      make: *** [all] Error 2
      Traceback (most recent call last):
         File "~/opt/anaconda3/envs/test/lib/python3.9/subprocess.py", line 528, in run
          raise CalledProcessError(retcode, process.args,
      subprocess.CalledProcessError: Command '['cmake', '--build', '.', '--target', 'install']' returned non-zero exit status 2.
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for mlx
Failed to build mlx
ERROR: Could not build wheels for mlx, which is required to install pyproject.toml-based projects
Maybe I should upgrade my python version for more support, but the above trace suggests that metal is not available, not sure why?

Building from source requires that you have a working Xcode installation which provides the metal and metallib utilities - could it be possible that that is missing ?

What is the output from running xcode-select -p ?

kalloc · 2023-12-06T08:04:15Z

Hi!

I have the same problem with python installed using pyenv toolkit.

y@u x[main*] $ pip install --upgrade pip
Requirement already satisfied: pip in /Users/y/.pyenv/versions/3.10.1/lib/python3.10/site-packages (23.3.1)
y@u x[main*] $ pip install -U mlx
Requirement already satisfied: mlx in /Users/y/.pyenv/versions/3.10.1/lib/python3.10/site-packages (0.0.0)

also the same problem with native python:

y@u x[main*] $  /usr/bin/python3 -m pip install --upgrade pip
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: pip in /Users/y/Library/Python/3.8/lib/python/site-packages (23.3.1)
y@u x[main*] $ /usr/bin/python3 -m pip install mlx -U
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: mlx in /Users/y/Library/Python/3.8/lib/python/site-packages (0.0.0)

OS Version is:

y@u x[main*] $ sw_vers
ProductName:    macOS
ProductVersion: 11.7.7
BuildVersion:   20G1345

imadcat · 2023-12-06T09:08:07Z

I'm having the exact same problem in a newly created condo env.

Update: I have succeeded in installing it and runing the stable diffusion example with the Mac system python.

oliverks · 2023-12-06T10:32:12Z

I upgraded pip and tried this

(enc) (base) MacBook-Pro-4:stable_diffusion oliverks$ pip install -U mlx==0.0.3
ERROR: Could not find a version that satisfies the requirement mlx==0.0.3 (from versions: 0.0.0)
ERROR: No matching distribution found for mlx==0.0.3

My OS is
ProductName: macOS
ProductVersion: 12.6
BuildVersion: 21G115

sermetc · 2023-12-06T11:02:01Z

I am having the same issue on a Macbook Air 2020 M1 with a fresh python 3.11 virtual environment.
pip only downloads v.0.0.0 of mlx.

tried the following commands after upgrading pip as pip install --upgrade pip (not in this order):
pip install mlx
pip --force-reinstall --no-cache-dir --upgrade mlx
pip install mlx==0.0.3

all of the above commands somehow downloads the v0.0.0.

ProductName: macOS
ProductVersion: 13.5.1
BuildVersion: 22G90

nmrenyi · 2023-12-06T13:14:55Z

I encountered the same problem. I used pip install mlx to install and when I tried to run python main.py in mnist, the following output appeared:

HELLO WORLD!
Traceback (most recent call last):
  File "/Users/renyi/Code/mlx-examples/mnist/main.py", line 8, in <module>
    import mlx.core as mx
ModuleNotFoundError: No module named 'mlx.core'

Here are some information about my machine and environment

MacBook Air M2 with 24GB memory

ProductName: macOS
ProductVersion: 14.1.1
BuildVersion: 23B81

Python Version: 3.12.0
Pip Version: 23.3.1

awni · 2023-12-06T14:46:13Z

It looks like we don't have a wheel for python 12. So for now you can do:

conda create -n myenv python=3.11
conda activate myenv
pip install mlx

We will add a wheel for python 12 ASAP

nmrenyi · 2023-12-06T14:59:49Z

It looks like we don't have a wheel for python 12. So for now you can do:
conda create -n myenv python=3.11
conda activate myenv
pip install mlx
We will add a wheel for python 12 ASAP

Your solution works for me. Thanks!

guptaaryan16 · 2023-12-06T15:07:49Z

This seems to have worked for me python3.10 -m pip install mlx, installed the right package.

NilayGaitonde · 2023-12-06T15:11:22Z

I've created a new conda env and now i'm getting the following error message
pip install mlx
ERROR: Could not find a version that satisfies the requirement mlx (from versions: none)
ERROR: No matching distribution found for mlx
Even tried pip install mlx==0.0.3
ERROR: Could not find a version that satisfies the requirement mlx==0.0.3 (from versions: none)
ERROR: No matching distribution found for mlx==0.0.3

Python version: 3.10.13
Pip version: 23.3.1
Macbook air M1 2020 with 8GB memory running Sonoma 14.0
Build version: 23A344

msitarzewski · 2023-12-06T15:13:41Z

I used pip3 wherever I saw pip and it worked perfectly.

jagrit06 · 2023-12-06T15:22:48Z

I've created a new conda env and now i'm getting the following error message pip install mlx ERROR: Could not find a version that satisfies the requirement mlx (from versions: none) ERROR: No matching distribution found for mlx Even tried pip install mlx==0.0.3 ERROR: Could not find a version that satisfies the requirement mlx==0.0.3 (from versions: none) ERROR: No matching distribution found for mlx==0.0.3

Python version: 3.10.13 Pip version: 23.3.1 Macbook air M1 2020 with 8GB memory running Sonoma 14.0 Build version: 23A344

Can you also try using pip3 install mlx or python3.10 -m pip install mlx and let me know if that helps ?

NilayGaitonde · 2023-12-06T15:29:02Z

I've created a new conda env and now i'm getting the following error message pip install mlx ERROR: Could not find a version that satisfies the requirement mlx (from versions: none) ERROR: No matching distribution found for mlx Even tried pip install mlx==0.0.3 ERROR: Could not find a version that satisfies the requirement mlx==0.0.3 (from versions: none) ERROR: No matching distribution found for mlx==0.0.3
Python version: 3.10.13 Pip version: 23.3.1 Macbook air M1 2020 with 8GB memory running Sonoma 14.0 Build version: 23A344

Can you also try using pip3 install mlx or python3.10 -m pip install mlx and let me know if that helps ?

Nope still getting the same error

awni · 2023-12-06T17:15:36Z

@NilayGaitonde could you run:

pip debug --verbose

It should show you what pip thinks your machine is compatible with. We're looking for something like:

cp310-cp310-macosx_13_0_arm64

oliverks · 2023-12-06T17:58:37Z

When I run that command I get a bunch of

co3x

where x is between 2 and 8, and I see no mention of arm in any of the outputs.

x · 2023-12-06T17:58:47Z

I was hitting this and then realized it was because my pyenv/python/pip were all running under rosetta. You can check this with:

python -c "import platform; print(platform.processor())"

If you get back arm it's the non-rosetta version. If you get back i386 it is and you will have to use a non-rosetta python/pip.

If you're in deep with pyenv and pyenv-virtualenv I recommend setting a new PYENV_ROOT for your non-rosetta python versions and venvs and then re-evalling the pyenv init and pyenv virtualenv-inits.

kalloc · 2023-12-06T18:00:20Z

I was hitting this and then realized it was because my pyenv/python/pip were all running under rosetta. You can check this with:
python -c "import platform; print(platform.processor())"

y@u x[main*] $ python -c "import platform; print(platform.processor())"
arm

As I learned, the problem on my side in OSX version, I'm still on Big Sur, but you have build only for 13.x and 14.x.

oliverks · 2023-12-06T18:06:26Z

OK great, that was a duh moment, my version was still x86. So I used python3.11 natively which is arm. I now see

cp311-cp311-macosx_12_0_arm64

on the version, but it can't find mlx. I get

(enc) (base) MacBook-Pro-4:mlx oliverks$ pip install mlx
ERROR: Could not find a version that satisfies the requirement mlx (from versions: none)
ERROR: No matching distribution found for mlx

awni · 2023-12-06T18:09:20Z

To summarize on how to install MLX currently using the PyPI packages:

You need a machine with an M-series chip
OS >= 13.0
Python between 3.8-3.11

If you meet those requirements and it still doesn't work, make sure you are using a native python. The output of:
python -c "import platform; print(platform.processor())" should be arm.

awni · 2023-12-06T18:15:04Z

@oliverks your OS is below the supported versions. Your best bet is to update to macOS 13 or 14.

sermetc · 2023-12-06T18:47:43Z

My problem is fixed. I was running iTerm on rosetta and Homebrew and all the installed packages (including python versions) were all i386 versions. I now switched completely to arm builds and pip install mlx installs correctly and imports just fine. Thank you all :)

NilayGaitonde · 2023-12-06T19:37:50Z

Hey!! yes the problem was fixed thank you! I guess I had the wrong conda architecture on my mac and so was getting i386 on running python -c "import platform; print(platform.processor())" on switching it back to arm I was able to download the correct package. Thank you for your help!!

ibehnam · 2023-12-07T03:24:42Z

python -c "import platform; print(platform.processor())"

This seems like something that should be mentioned in the readme/docs in BOLD.
I didn't use a native Python, but the following worked for me:

CONDA_SUBDIR=osx-arm64 conda create -n AppleMLX python=3.11

Huvinesh-Rajendran-12 · 2023-12-07T11:06:47Z

Alternatively, including the xcode-select path also helps with this issue.

awni · 2023-12-07T16:03:35Z

The install docs are updated to include the issues brought up in this thread. I am going to close this for now, but feel free to reopen if there are new issues with installation.

cpareja3025 · 2023-12-21T14:34:42Z

I'm currently running into this error when I'm trying to import mlx:

import mlx.core as mx

ImportError: dlopen(/Users/you/opt/anaconda3/envs/native/lib/python3.12/site-packages/mlx/core.cpython-312-darwin.so, 0x0002): tried: '/Users/you/opt/anaconda3/envs/native/lib/python3.12/site-packages/mlx/core.cpython-312-darwin.so' (mach-o file, but is an incompatible architecture (have 'arm64', need 'x86_64'))

I followed the directions above and created a conda env using the arm arch. I followed the directions from this post. For some context, I'm running:

Python version: 3.12.0
Pip version: 23.3.2
Macbook Pro M1 2020 with 8GB memory running Sonoma 14.2.1

awni · 2023-12-21T14:49:27Z

Not sure what's going on there. It looks like your environment might be a bit wonky though.

I would try making a fresh conda environment. Make sure the below gives arm

python -c "import platform; print(platform.processor())"

Then python -m pip install mlx

Let me know if you figure out the problem and what it ended up being!

cpareja3025 · 2023-12-22T16:02:12Z

Hmm very weird, it looks like it might have been a problem with VSCode. I was importing mlx on a jupyter notebook in VSCode and I was getting the above error I mentioned. I moved out of VSCode, and opened a notebook with the conda environment I initially created with an arm arch. I was able to successfully import mlx and I was even able to import mlx using Python in the terminal so it seems like a VSCode issue.

Update: I got it to work on VSCode by following @awni your steps to create a fresh env, thanks for the help :)

ajamous · 2023-12-28T19:45:26Z

I found an easy fix to this issue:

if you see i386 when you run this command: python3 -c "import platform; print(platform.processor())"

Just Download & install macOS 64-bit universal2 installer

Once done, you should see arm now when you rerun: python3 -c "import platform; print(platform.processor())

Now try pip install mlx , it should work.

shujuecn · 2024-01-06T09:37:18Z

Issue Description:

I created a Python 3.9 virtual environment using miniconda and successfully installed mlx.

However, when I try to import mlx.core, I encounter an error.

Based on the error message, should I update my Mac OS version?

Environment:

Apple M1 Pro 16G
macOS 13.0 (22A380)
Python

Python 3.9.18 | packaged by conda-forge | (main, Dec 23 2023, 16:35:41)
[Clang 16.0.6 ] on darwin
Type "help", "copyright", "credits" or "license" for more information.

Error Message:

>>> import mlx.core as mx
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ImportError: dlopen(/Users/cuinuan/miniconda3/envs/labelimg/lib/python3.9/site-packages/mlx/core.cpython-39-darwin.so, 0x0002): Symbol not found: _cblas_sgemm$NEWLAPACK
  Referenced from: <C3D30763-555E-35AD-B21B-85F410FA8F82> /Users/cuinuan/miniconda3/envs/labelimg/lib/python3.9/site-packages/mlx/lib/libmlx.dylib (built for macOS 13.3 which is newer than running OS)
  Expected in:     <E6C2D470-8878-372D-B9DB-0EDCA1303272> /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate
>>> import mlx
>>>

Other Information:

python -c "import platform; print(platform.processor())"
arm

awni · 2024-01-06T13:44:04Z

macOS 13.0 (22A380)

I would update your OS and try a gain. We officially support OS 13.5 and higher.

casafurix · 2024-01-09T07:11:41Z

any solution for windows 11?

Specs:
python -c "import platform; print(platform.processor())"
AMD64 Family 25 Model 80 Stepping 0, AuthenticAMD

awni · 2024-01-09T14:42:07Z

Unfortunately not. Apple silicon is the primary focus. You could probably get things working on linux without much difficulty building from source. But beyond that, we are not supporting other platforms for the time being.

xpatronum · 2024-03-30T01:18:37Z

macOS 13.0 (22A380)

I would update your OS and try a gain. We officially support OS 13.5 and higher.

I wonder why it couldn't work under osx Monterey (12.*) if PyTorch natively works under Osx Monterey (e.g. allows you to move nn.Module to nps device) ?

stedmanblake · 2024-04-18T01:48:47Z

python 3.11 is not working for me

created new virtual environment w/ python 3.11
activated and ran pip install
failed: couldn't find mlx, as before with python 3.12 🤔

(.venv) ➜  mistral git:(main) python3.11 -m pip install -r requirements.txt
ERROR: Could not find a version that satisfies the requirement mlx>=0.8.0 (from versions: none)
ERROR: No matching distribution found for mlx>=0.8.0
(.venv) ➜  mistral git:(main) python3.11 --version
Python 3.11.9

awni · 2024-04-18T01:52:19Z

Did you check this issue #200 ? Most likely you are running python via rosetta for x86:

python -c "import platform; print(platform.processor())"

Should print arm.

Check out the installation instructions for more troubleshooting tips

stedmanblake · 2024-04-18T14:28:24Z

Did you check this issue #200 ? Most likely you are running python via rosetta for x86:
python -c "import platform; print(platform.processor())"
Should print arm.

Yep tried this, prints arm, still no luck.

Check out the installation instructions for more troubleshooting tips

Thanks! Will update this thread w/ the solution if i can get it working

awni · 2024-04-18T14:30:21Z

Make sure you are using the same python:

python3.11 -c "import platform; print(platform.processor())"

stedmanblake · 2024-04-19T15:17:00Z

python 3.11 is not working for me

created new virtual environment w/ python 3.11

activated and ran pip install

failed: couldn't find mlx, as before with python 3.12 🤔
(.venv) ➜  mistral git:(main) python3.11 -m pip install -r requirements.txt
ERROR: Could not find a version that satisfies the requirement mlx>=0.8.0 (from versions: none)
ERROR: No matching distribution found for mlx>=0.8.0
(.venv) ➜  mistral git:(main) python3.11 --version
Python 3.11.9

OK the issue was that I was on macOS 12 and mlx requires 13+.

✅ Working now after updating to macOS 14. Thanks @awni 🙏

greenhand0403 · 2024-05-12T17:14:26Z

I use conda install -c conda-forge mlx , it work.

nmrenyi mentioned this issue Dec 6, 2023

Error when running mnist example ml-explore/mlx-examples#13

Closed

awni closed this as completed Dec 7, 2023

greenhand0403 mentioned this issue May 13, 2024

macOS 13.6 无法运行 mlx linyiLYi/bilibot#5

Closed

'pip install mlx' does not seem to work correctly #10

'pip install mlx' does not seem to work correctly #10

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sermetc commented Dec 6, 2023 •

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ibehnam commented Dec 7, 2023 •

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cpareja3025 commented Dec 22, 2023 •

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awni commented Apr 18, 2024 •

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stedmanblake commented Apr 18, 2024 •

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stedmanblake commented Apr 19, 2024 •

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