llmgrad 🚀
A tiny efficient deep learning framework written in C++ with Python bindings.
It implements Tensor Autograd, matrix multiplication, and a PyTorch-like API (nn.Module, optim.SGD).
Features
- Core: Written in C++ for performance.
- Autograd: Reverse-mode automatic differentiation (Backprop).
- API: Looks exactly like PyTorch.
- Context: Supports embedding concatenation for NLP tasks.
Installation
pip install llmgrad
1 maintainer
Metadata
1 maintainer
Release files for llmgrad 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| llmgrad-0.0.1.tar.gz | 4.6 kB | Without provenance | Details |
Built distributions (wheels)
Total release size: 2.3 MB
Release files / llmgrad-0.0.1.tar.gz
| Download URL | llmgrad-0.0.1.tar.gz |
|---|---|
| Size | 4.6 kB |
| Tags | Source |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp312-cp312-win_amd64.whl
| Download URL | llmgrad-0.0.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 101.1 kB |
| Tags | CPython 3.12 Windows x86-64 |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp312-cp312-win32.whl
| Download URL | llmgrad-0.0.1-cp312-cp312-win32.whl |
|---|---|
| Size | 91.3 kB |
| Tags | CPython 3.12 Windows x86-32 |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llmgrad-0.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 156.2 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | llmgrad-0.0.1-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 111.4 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp311-cp311-win_amd64.whl
| Download URL | llmgrad-0.0.1-cp311-cp311-win_amd64.whl |
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| Size | 100.0 kB |
| Tags | CPython 3.11 Windows x86-64 |
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twine/6.1.0 CPython/3.13.7
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Release files / llmgrad-0.0.1-cp311-cp311-win32.whl
| Download URL | llmgrad-0.0.1-cp311-cp311-win32.whl |
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| Size | 91.0 kB |
| Tags | CPython 3.11 Windows x86-32 |
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Release files / llmgrad-0.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llmgrad-0.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 156.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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Release files / llmgrad-0.0.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | llmgrad-0.0.1-cp311-cp311-macosx_11_0_arm64.whl |
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Release files / llmgrad-0.0.1-cp310-cp310-win_amd64.whl
| Download URL | llmgrad-0.0.1-cp310-cp310-win_amd64.whl |
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| Size | 99.1 kB |
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Release files / llmgrad-0.0.1-cp310-cp310-win32.whl
| Download URL | llmgrad-0.0.1-cp310-cp310-win32.whl |
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| Size | 89.8 kB |
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Release files / llmgrad-0.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llmgrad-0.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 155.3 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Release files / llmgrad-0.0.1-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | llmgrad-0.0.1-cp310-cp310-macosx_11_0_arm64.whl |
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Release files / llmgrad-0.0.1-cp39-cp39-win_amd64.whl
| Download URL | llmgrad-0.0.1-cp39-cp39-win_amd64.whl |
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Release files / llmgrad-0.0.1-cp39-cp39-win32.whl
| Download URL | llmgrad-0.0.1-cp39-cp39-win32.whl |
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| Size | 90.0 kB |
| Tags | CPython 3.9 Windows x86-32 |
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Release files / llmgrad-0.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llmgrad-0.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 155.4 kB |
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Release files / llmgrad-0.0.1-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | llmgrad-0.0.1-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 109.8 kB |
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Release files / llmgrad-0.0.1-cp38-cp38-win_amd64.whl
| Download URL | llmgrad-0.0.1-cp38-cp38-win_amd64.whl |
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| Size | 99.2 kB |
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Release files / llmgrad-0.0.1-cp38-cp38-win32.whl
| Download URL | llmgrad-0.0.1-cp38-cp38-win32.whl |
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Release files / llmgrad-0.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llmgrad-0.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / llmgrad-0.0.1-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | llmgrad-0.0.1-cp38-cp38-macosx_11_0_arm64.whl |
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