llama-rs-python
Unofficial python bindings for llama-rs created with PyO3. 🐍❤️🦀
This package gives access to the basic functionality of the llama-rs project.
GGML converted models can be loaded and executed.
Installation
Simply install it via pip: pip install llama-rs-python
Usage
The package is typehinted for easy usage.
A usage example could look like this:
from llama_rs_python import Model
#load the model
model = Model("path/to/model.bin")
#generate
print(model.generate("The meaning of life is"))
The package also supports callbacks to get each token as it is generated.
The callback-function also supports canceling the generation by returning a True value from the pytohn side.
from llama_rs_python import Model
import sys
from typing import Optional
#load the model
model = Model("path/to/model.bin")
#define the callback
def callback(token:str)->Optional[bool]:
print(token,end="")
sys.stdout.flush()
# (return True here to cancel the generation)
#start generation
model.generate("The meaning of life is",callback=callback)
The configuration of the generation is handled by the GenerationConfig class.
from llama_rs_python import Model, GenerationConfig
#load the model
model = Model("path/to/model.bin")
#create a config
config = GenerationConfig(top_p=0.9,seed=1441,max_new_tokens=1024)
#generate
print(model.generate("The meaning of life is",generation_config=config))
To configure model specific settings the SessionConfig class can be used.
from llama_rs_python import Model, SessionConfig
#define the session
session_config = SessionConfig(threads=8,context_length=512)
#load the model
model = Model("path/to/model.bin",session_config=session_config)
1 maintainer
Metadata
1 maintainer
Release files for llama-rs-python 0.0.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| llama_rs_python-0.0.2.tar.gz | 12.8 kB | Details |
Built distributions (wheels)
Total release size: 24.3 MB
Release files / llama_rs_python-0.0.2.tar.gz
| Download URL | llama_rs_python-0.0.2.tar.gz |
|---|---|
| Size | 12.8 kB |
| Tags | Source |
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Release files / llama_rs_python-0.0.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llama_rs_python-0.0.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.9 PyPy 3.9 7.3 |
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Release files / llama_rs_python-0.0.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | llama_rs_python-0.0.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 1.3 MB |
| Tags | Linux glibc 2.5+ x86-32 PyPy 3.9 PyPy 3.9 7.3 |
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Release files / llama_rs_python-0.0.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llama_rs_python-0.0.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.3 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.8 PyPy 3.8 7.3 |
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Release files / llama_rs_python-0.0.2-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | llama_rs_python-0.0.2-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 1.3 MB |
| Tags | Linux glibc 2.5+ x86-32 PyPy 3.8 PyPy 3.8 7.3 |
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| Download URL | llama_rs_python-0.0.2-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.3 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.7 PyPy 3.7 7.3 |
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| Tags | Linux glibc 2.5+ x86-32 PyPy 3.7 PyPy 3.7 7.3 |
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Release files / llama_rs_python-0.0.2-cp311-none-win_amd64.whl
| Download URL | llama_rs_python-0.0.2-cp311-none-win_amd64.whl |
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| Size | 265.3 kB |
| Tags | CPython 3.11 Windows x86-64 |
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| Download URL | llama_rs_python-0.0.2-cp311-none-win32.whl |
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| Size | 246.2 kB |
| Tags | CPython 3.11 Windows x86-32 |
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| Download URL | llama_rs_python-0.0.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl |
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| Download URL | llama_rs_python-0.0.2-cp311-cp311-macosx_11_0_arm64.whl |
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| Download URL | llama_rs_python-0.0.2-cp311-cp311-macosx_10_7_x86_64.whl |
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| Download URL | llama_rs_python-0.0.2-cp310-none-win_amd64.whl |
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| Download URL | llama_rs_python-0.0.2-cp310-none-win32.whl |
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| Download URL | llama_rs_python-0.0.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl |
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| Download URL | llama_rs_python-0.0.2-cp310-cp310-macosx_11_0_arm64.whl |
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| Download URL | llama_rs_python-0.0.2-cp39-none-win_amd64.whl |
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| Size | 246.6 kB |
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| Tags | CPython 3.8 Windows x86-32 |
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Release files / llama_rs_python-0.0.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | llama_rs_python-0.0.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 1.3 MB |
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Release files / llama_rs_python-0.0.2-cp37-none-win_amd64.whl
| Download URL | llama_rs_python-0.0.2-cp37-none-win_amd64.whl |
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| Size | 265.4 kB |
| Tags | CPython 3.7 Windows x86-64 |
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Release files / llama_rs_python-0.0.2-cp37-none-win32.whl
| Download URL | llama_rs_python-0.0.2-cp37-none-win32.whl |
|---|---|
| Size | 246.1 kB |
| Tags | CPython 3.7 Windows x86-32 |
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Release files / llama_rs_python-0.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llama_rs_python-0.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
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Release files / llama_rs_python-0.0.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | llama_rs_python-0.0.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32 |
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