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llama.cpp/gguf-py
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Sourab Mangrulkar c29af7e225
llama : add StarCoder2 support (#5795) 
* Add support for starcoder2

* handle rope type

* skip rope freq and rotary embeddings from being serialized

* resolve comments

* Update llama.cpp

* remove redundant changes

* handle `rope-theta`

* llama : change starcoder2 rope type

* address comment

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-03-01 21:30:46 +02:00
..
examples
gguf : add python reader example (#5216)
2024-02-13 19:56:38 +02:00
gguf
llama : add StarCoder2 support (#5795)
2024-03-01 21:30:46 +02:00
scripts
Respect tokenizer.ggml.add_bos_token value when tokenizing (#4040)
2023-11-16 19:14:37 -07:00
tests
gguf-py: Refactor and allow reading/modifying existing GGUF files (#3981)
2023-11-11 08:04:50 +03:00
LICENSE
gguf : make gguf pip-installable
2023-08-25 09:26:05 +03:00
pyproject.toml
llama : add Mixtral support (#4406)
2023-12-13 14:04:25 +02:00
README.md
gguf-py : fix broken link
2023-12-21 23:20:36 +02:00

README.md

gguf

This is a Python package for writing binary files in the GGUF (GGML Universal File) format.

See convert-llama-hf-to-gguf.py as an example for its usage.

Installation

pip install gguf

API Examples/Simple Tools

examples/writer.py — Generates example.gguf in the current directory to demonstrate generating a GGUF file. Note that this file cannot be used as a model.

scripts/gguf-dump.py — Dumps a GGUF file's metadata to the console.

scripts/gguf-set-metadata.py — Allows changing simple metadata values in a GGUF file by key.

scripts/gguf-convert-endian.py — Allows converting the endianness of GGUF files.

Development

Maintainers who participate in development of this package are advised to install it in editable mode:

cd /path/to/llama.cpp/gguf-py

pip install --editable .

Note: This may require to upgrade your Pip installation, with a message saying that editable installation currently requires setup.py. In this case, upgrade Pip to the latest:

pip install --upgrade pip

Automatic publishing with CI

There's a GitHub workflow to make a release automatically upon creation of tags in a specified format.

  1. Bump the version in pyproject.toml.
  2. Create a tag named gguf-vx.x.x where x.x.x is the semantic version number.
git tag -a gguf-v1.0.0 -m "Version 1.0 release"
  1. Push the tags.
git push origin --tags

Manual publishing

If you want to publish the package manually for any reason, you need to have twine and build installed:

pip install build twine

Then, follow these steps to release a new version:

  1. Bump the version in pyproject.toml.
  2. Build the package:
python -m build
  1. Upload the generated distribution archives:
python -m twine upload dist/*

TODO

  • Add tests
  • Include conversion scripts as command line entry points in this package.