Datasets and models for instruction-tuning
txtinstruct is a framework for training instruction-tuned models.
The objective of this project is to support open data, open models and integration with your own data. One of the biggest problems today is the lack of licensing clarity with instruction-following datasets and large language models. txtinstruct makes it easy to build your own instruction-following datasets and use those datasets to train instructed-tuned models.
txtinstruct is built with Python 3.7+ and txtai.
Installation
The easiest way to install is via pip and PyPI
pip install txtinstruct
You can also install txtinstruct directly from GitHub. Using a Python Virtual Environment is recommended.
pip install git+https://github.com/neuml/txtinstruct
Python 3.7+ is supported
See this link to help resolve environment-specific install issues.
Examples
The following example notebooks show how to build models with txtinstruct.
| Notebook | Description | |
|---|---|---|
| Introducing txtinstruct | Build instruction-tuned datasets and models |  |
1 maintainer
Metadata
1 maintainer
Release files for txtinstruct 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| txtinstruct-0.1.0.tar.gz | 7.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| txtinstruct-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 20.8 kB
Release files / txtinstruct-0.1.0.tar.gz
| Download URL | txtinstruct-0.1.0.tar.gz |
|---|---|
| Size | 7.4 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.2.0 pkginfo/1.5.0.1 requests/2.26.0 setuptools/42.0.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.16
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Release files / txtinstruct-0.1.0-py3-none-any.whl
| Download URL | txtinstruct-0.1.0-py3-none-any.whl |
|---|---|
| Size | 13.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.2.0 pkginfo/1.5.0.1 requests/2.26.0 setuptools/42.0.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.7.16
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