ArmisticeAI Python Library
The ArmisticeAI Python library provides convenient access to the ArmisticeAI API from applications written in Python. It includes a pre-defined set of classes for API resources that initialize themselves dynamically from API responses.
Installation
Install the packages listed in requirements.txt:
$ pip install torch torchvision transformers accelerate evaluate datasets peft scikit-learn flwr huggingface-hub peft
$ pip install git+https://github.com/tanyav2/bitsandbytes.git@tanya/lora-fix#egg=bitsandbytes
Then run:
$ pip install --upgrade armisticeai
which installs the latest version of the package.
If you want to modify the package, you need to install from source. In order to do so, you will need to use maturin which builds the Rust components of this package:
$ pip install maturin patchelf
$ maturin develop --release
Usage
TODO
Set up Admin
from armisticeai import Admin
admin = Admin(access_code="test-code", task="image-classification")
project_id = admin.create_project()
training_config = admin.create_training_config()
Set up Clients
from armisticeai import Client
client = Client(project_id='')
training_config = client.get_training_config()
client.train()
Full training run
1 maintainer
Metadata
1 maintainer
Release files for armisticeai 0.0.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| armisticeai-0.0.5.tar.gz | 30.1 kB | Details |
Built distributions (wheels)
Total release size: 114.2 MB
Release files / armisticeai-0.0.5.tar.gz
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Release files / armisticeai-0.0.5-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl
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Release files / armisticeai-0.0.5-pp310-pypy310_pp73-manylinux_2_28_armv7l.whl
| Download URL | armisticeai-0.0.5-pp310-pypy310_pp73-manylinux_2_28_armv7l.whl |
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Release files / armisticeai-0.0.5-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl
| Download URL | armisticeai-0.0.5-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp310-cp310-macosx_10_12_x86_64.whl
| Download URL | armisticeai-0.0.5-cp310-cp310-macosx_10_12_x86_64.whl |
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No |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp39-none-win_amd64.whl
| Download URL | armisticeai-0.0.5-cp39-none-win_amd64.whl |
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| Size | 2.1 MB |
| Tags | CPython 3.9 Windows x86-64 |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp39-cp39-manylinux_2_28_x86_64.whl
| Download URL | armisticeai-0.0.5-cp39-cp39-manylinux_2_28_x86_64.whl |
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| Size | 4.0 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 |
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No |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp39-cp39-manylinux_2_28_armv7l.whl
| Download URL | armisticeai-0.0.5-cp39-cp39-manylinux_2_28_armv7l.whl |
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| Size | 3.6 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ ARMv7l |
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No |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp39-cp39-manylinux_2_28_aarch64.whl
| Download URL | armisticeai-0.0.5-cp39-cp39-manylinux_2_28_aarch64.whl |
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| Size | 3.5 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ ARM64 |
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maturin/1.5.1
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Release files / armisticeai-0.0.5-cp38-none-win_amd64.whl
| Download URL | armisticeai-0.0.5-cp38-none-win_amd64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.8 Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / armisticeai-0.0.5-cp38-cp38-manylinux_2_28_x86_64.whl
| Download URL | armisticeai-0.0.5-cp38-cp38-manylinux_2_28_x86_64.whl |
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| Size | 4.0 MB |
| Tags | CPython 3.8 Linux glibc 2.28+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / armisticeai-0.0.5-cp38-cp38-manylinux_2_28_armv7l.whl
| Download URL | armisticeai-0.0.5-cp38-cp38-manylinux_2_28_armv7l.whl |
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| Size | 3.6 MB |
| Tags | CPython 3.8 Linux glibc 2.28+ ARMv7l |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / armisticeai-0.0.5-cp38-cp38-manylinux_2_28_aarch64.whl
| Download URL | armisticeai-0.0.5-cp38-cp38-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.8 Linux glibc 2.28+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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