While developing and procuring hardware for the PINGLEWARE.SUPPORT knowledge base, I was disappointed that OLLAMA and GPT4ALL built on LLAMA.CPP only supported CUDA devices and only the high end NVIDIA GPU cards were supported as the popular GT 730 is considered obsolete by NVIDIA even though proliferated on eCommerce websites like amazon and walmart. Delving deeper into discovery that OpenCL is an open framework for interacting with the GPU and all GPU hardware does support this framework including the popular GT 730. With the aid of ChatGPT, and following the example of @tensorflow-models/universal-sentence-encoder where custom content is split into sentences and the query is compared against the tokenization score to find the best match, a tokenization and matching algorithm was created using custom content chunked by sentences and maintained in local text files.
While the correct answers are 100%, the wrongs answers are highly hallucinogenic, but the response time is quick in comparison with other inference engines.
CLINFERA hs two modes:
CLI mode To use the CLI mode, specify the option and the required parameters, use --help to list the CLI options.
API Server mode: To start the API Server, specify ./clinera server host=IP_ADDRESS port=PORT_NO
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
Snap is available for Red Hat Enterprise Linux (RHEL) 8 and RHEL 7, from the 7.6 release onward.
The packages for RHEL 7, RHEL 8, and RHEL 9 are in each distribution’s respective Extra Packages for Enterprise Linux (EPEL) repository. The instructions for adding this repository diverge slightly between RHEL 7, RHEL 8 and RHEL 9, which is why they’re listed separately below.
The EPEL repository can be added to RHEL 9 with the following command:
sudo dnf install https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm
sudo dnf upgrade
The EPEL repository can be added to RHEL 8 with the following command:
sudo dnf install https://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm
sudo dnf upgrade
The EPEL repository can be added to RHEL 7 with the following command:
sudo rpm -ivh https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
Adding the optional and extras repositories is also recommended:
sudo subscription-manager repos --enable "rhel-*-optional-rpms" --enable "rhel-*-extras-rpms"
sudo yum update
Snap can now be installed as follows:
sudo yum install snapd
Once installed, the systemd unit that manages the main snap communication socket needs to be enabled:
sudo systemctl enable --now snapd.socket
To enable classic snap support, enter the following to create a symbolic link between /var/lib/snapd/snap and /snap:
sudo ln -s /var/lib/snapd/snap /snap
Either log out and back in again or restart your system to ensure snap’s paths are updated correctly.
To install Clinfera, simply use the following command:
sudo snap install clinfera
Browse and find snaps from the convenience of your desktop using the snap store snap.
Interested to find out more about snaps? Want to publish your own application? Visit snapcraft.io now.