GLiNER.cpp: Generalist and Lightweight Named Entity Recognition for C++ with Python bindings
Forked from: https://github.com/Knowledgator/GLiNER.cpp --> see there for the original repo
GLiNER.cpp is a C++-based inference engine for running GLiNER (Generalist and Lightweight Named Entity Recognition) models. GLiNER can identify any entity type using a bidirectional transformer encoder, offering a practical alternative to traditional NER models and large language models.
TlDr;
# clone the repo
cd GLiNER.cpp && python -m pip install .
Example
ONNX model example
import gliner_cpp
import time
cfg = gliner_cpp.Config(12, 512)
MODEL_PATH = "./models/model.onnx"
TOKENIZER_PATH = "./models/tokenizer.json"
start = time.time()
model = gliner_cpp.Model(MODEL_PATH, TOKENIZER_PATH, cfg)
end = time.time()
print(f"Loading model took: {end - start} seconds")
test = "The capital of France is Paris. I visited last in September last year."
entities = ["LOCATION", "COUNTRY", "DATE"]
start = time.time()
spans = model.inference([test], entities)
for span in spans:
print(span)
end = time.time()
print(f"Inference took: {end - start} seconds")
1 maintainer
Metadata
1 maintainer
Release files for gliner-cpp 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 | Actions |
|---|---|---|---|---|
| gliner_cpp-0.1.tar.gz | 914.3 kB | Without provenance | Details for gliner_cpp-0.1.tar.gz |
Built distributions (wheels)
Total release size: 236.6 MB
Release files / gliner_cpp-0.1.tar.gz
| Download URL | gliner_cpp-0.1.tar.gz |
|---|---|
| Size | 914.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
eea96f1a4bf82b2f31a4709c6f3039d0e87e1fb69453f0ce5c48e1213e2d3a1d
|
|
BLAKE2b-256 checksum How to use checksums |
dd292ce54cdc9c2d34045762c6ffa10ba38bee534133c2dadf19ae6e02017d50
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | gliner_cpp-0.1-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
33fdef62f4de9036aa2afa94eaff570a13184226b6d0ae9687f278cfc2d6e3dc
|
|
BLAKE2b-256 checksum How to use checksums |
dd088119e83a5b90b66caee9b668c72129876550f2c68393151a6955048c32ba
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp312-cp312-manylinux_2_34_x86_64.whl
| Download URL | gliner_cpp-0.1-cp312-cp312-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.12 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
4a457f097b96b7b73b16c675e8aabb6a936087503ab0cdb136f8ddb10b36a6a4
|
|
BLAKE2b-256 checksum How to use checksums |
110a7f46a095a40b39cf40712041774b6c51f531083be182ad6b7a85dac0aa02
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | gliner_cpp-0.1-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 34.3 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d8534a6181208f3a80f9165afc4f8375c7344a816383981d2338fcb18d9625e6
|
|
BLAKE2b-256 checksum How to use checksums |
e58e6b3174fa8bd2d74c32b794a0a8ca8ceb833dbdaf6b7d22f432f568feaa7f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.9
|
Release files / gliner_cpp-0.1-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | gliner_cpp-0.1-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
774b83351a6cbf5f40f1ca7f6f34a0a130123ba931bddb01b79edfcba4354ca2
|
|
BLAKE2b-256 checksum How to use checksums |
a9578082139c340b1c0a184e72166ed56b689e0b6de77d596f7dfac8ec2b5f13
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp311-cp311-manylinux_2_34_x86_64.whl
| Download URL | gliner_cpp-0.1-cp311-cp311-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.11 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
ca34701bbadee8cfde8fa3d1eac639ab1fc7ffa9671f41ee19a34fd66eef5917
|
|
BLAKE2b-256 checksum How to use checksums |
6c08dd588174e0b5916b7d014d7035d27518fb7156c3e17cc6c41e5797999ecb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | gliner_cpp-0.1-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 34.3 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
b929292e714e4241d4051e0995b14e4bbf6b0d03f53ac047d96d812b2c8d1dab
|
|
BLAKE2b-256 checksum How to use checksums |
71efa9afa3eec4fc39819cde5de19ee1011fca450e8d0f4ffd5512a36891f8b0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.9
|
Release files / gliner_cpp-0.1-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | gliner_cpp-0.1-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
ade33adbcf777138b8b2edb43e284663d35666d233791e512665266b748b48a7
|
|
BLAKE2b-256 checksum How to use checksums |
f05ae78570f18b73b54915f5188df156415603bc667e4fd6294a40f9cd136d1b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp310-cp310-manylinux_2_34_x86_64.whl
| Download URL | gliner_cpp-0.1-cp310-cp310-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 22.1 MB |
| Tags | CPython 3.10 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
de9483702aa9a608d58ba36a3c01eb2c47e7a9c3bec22b258193e478afb25c79
|
|
BLAKE2b-256 checksum How to use checksums |
24f41ac8eceaecbb9d5514eb46a7bccaddf0a50b98ce94454f851d2816dd2baf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / gliner_cpp-0.1-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | gliner_cpp-0.1-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 34.3 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
c4badfe12ddcaf2c3398f33ecf16516d7627c907495a730b17f59343006b1c96
|
|
BLAKE2b-256 checksum How to use checksums |
9764f377cd65cdb83d1a2bf5673cf34b7c93c6192283833186c5e5c26859fa8e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.9
|
Security for gliner-cpp 0.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
