--- title: Install Clinfera on Pop!_OS using the Snap Store | Snapcraft description: Get the latest version of Clinfera for on Pop!_OS - AI inference chat session from custom data using OpenCL and NOT CUDA! url: https://snapcraft.io/install/clinfera/pop --- [Canonical Snapcraft](https://snapcraft.io/) # Install Clinfera on **Pop!\_OS** # Clinfera [PressPage Entertainment Inc (presspage)](https://snapcraft.io/publisher/presspage "View all snaps from PressPage Entertainment Inc (presspage)") * [PressPage Entertainment Inc (presspage)](https://snapcraft.io/publisher/presspage "View all snaps from PressPage Entertainment Inc (presspage)") * [Productivity](https://snapcraft.io/search?categories=productivity) * [Utilities](https://snapcraft.io/search?categories=utilities) [Install](https://snapcraft.io/install/clinfera/pop#install) #### AI inference chat session from custom data using OpenCL and NOT CUDA! 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: 1. CLI 2. API Server 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 ### Package name * clinfera --- ### License * CC-BY-4.0 --- ### Last updated * 2 October 2024 - latest/stable --- ### Websites * [pingleware.presspage-entertainment.biz](https://pingleware.presspage-entertainment.biz "https://pingleware.presspage-entertainment.biz") --- ### Report a bug * [pingleware.support](https://pingleware.support "https://pingleware.support") --- ##### Report a Snap Store violation * [Report this Snap](https://snapcraft.io/install/clinfera/pop#report-snap-modal) --- ## Enable snaps on Pop!\_OS and install Clinfera 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](https://snapcraft.io/store), an app store with an audience of millions. ### Enable snapd Snap can be installed on Pop!\_OS from the command line. Open Terminal from the Applications launcher and type the following: ``` sudo apt update sudo apt install snapd ``` Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly. ### Install Clinfera To install Clinfera, simply use the following command: ``` sudo snap install clinfera ``` ### Other popular snaps… [See more...](https://snapcraft.io/search?categories=featured) [See more in Featured](https://snapcraft.io/search?categories=featured) ### More things to do… #### [Get the snap store](https://snapcraft.io/snap-store) Browse and find snaps from the convenience of your desktop using the snap store snap. #### [Learn more about snaps](https://snapcraft.io/docs) Interested to find out more about snaps? Want to publish your own application? Visit [snapcraft.io](https://snapcraft.io/) now. [Back to top](https://snapcraft.io/install/clinfera/pop) © 2026 Canonical Ltd. Ubuntu and Canonical are registered trademarks of Canonical Ltd. Powered by [Charmed Kubernetes](https://www.ubuntu.com/kubernetes) [Join the forum](https://forum.snapcraft.io/), contribute to or report problems with, [snapd](https://bugs.launchpad.net/snapd), [Snapcraft](https://bugs.launchpad.net/snapcraft), or [this site](https://github.com/canonical/snapcraft.io/issues/new). * [Share on Twitter](https://twitter.com/snapcraftio) * [Share on Facebook](https://www.facebook.com/snapcraftio) * [Share on YouTube](https://www.youtube.com/snapcraftio) * [Terms of Service](https://ubuntu.com/legal/terms-and-policies/snap-store-terms) * [Data privacy](https://www.ubuntu.com/legal/data-privacy) * [Manage your tracker settings](https://snapcraft.io/install/clinfera/pop) * [Service status](https://status.snapcraft.io/) * [Other functions](https://dashboard.snapcraft.io/) * [Contact us](https://snapcraft.io/about/contact-us)