{"id":16542993,"url":"https://github.com/hsm207/howto-llamacpp-with-gpu","last_synced_at":"2026-02-17T17:33:23.474Z","repository":{"id":171129419,"uuid":"647244459","full_name":"hsm207/howto-llamacpp-with-gpu","owner":"hsm207","description":"Step-by-step guide on running LLaMA language models using llama.cpp with GPU acceleration. Includes detailed examples and performance comparison. Based on OpenLLaMA project.","archived":false,"fork":false,"pushed_at":"2023-05-30T21:08:07.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-08T10:30:54.517Z","etag":null,"topics":["artificial-intelligence","deep-learning","generativeai","llms","natural-language-processing"],"latest_commit_sha":null,"homepage":"","language":"Makefile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hsm207.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-30T11:16:15.000Z","updated_at":"2023-05-31T03:46:10.000Z","dependencies_parsed_at":"2023-07-15T18:00:29.363Z","dependency_job_id":null,"html_url":"https://github.com/hsm207/howto-llamacpp-with-gpu","commit_stats":null,"previous_names":["hsm207/howto-llamacpp-with-gpu"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hsm207/howto-llamacpp-with-gpu","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fhowto-llamacpp-with-gpu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fhowto-llamacpp-with-gpu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fhowto-llamacpp-with-gpu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fhowto-llamacpp-with-gpu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hsm207","download_url":"https://codeload.github.com/hsm207/howto-llamacpp-with-gpu/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fhowto-llamacpp-with-gpu/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29551257,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-17T14:33:00.708Z","status":"ssl_error","status_checked_at":"2026-02-17T14:32:58.657Z","response_time":100,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["artificial-intelligence","deep-learning","generativeai","llms","natural-language-processing"],"created_at":"2024-10-11T18:59:03.908Z","updated_at":"2026-02-17T17:33:23.446Z","avatar_url":"https://github.com/hsm207.png","language":"Makefile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n\nThis is the code for the [The Total Noob's Guide to Harnessing the GPU for LLaMA Inference](https://medium.com/@_init_/the-total-noobs-guide-to-harnessing-the-gpu-for-llama-inference-2e3c4fdfbc84) blog post.\n\n# Prerequisites\n1. Docker\n2. VS Code\n\n# Usage\n\n1. Open this project in the provided [devcontainer](./.devcontainer/devcontainer.json)\n\n2. Run:\n    ```bash\n    # compile llamacpp and install its dependencies\n    make clone-llamacpp-repo\n    make compile-llamacpp\n    make install-llamacpp-deps\n\n    # get a model and convert it to something llamacpp can use\n    make download-model\n    make convert-model-to-f16\n    make quantize-model\n\n    # view inference timings\n    make eval\n    ```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsm207%2Fhowto-llamacpp-with-gpu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhsm207%2Fhowto-llamacpp-with-gpu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsm207%2Fhowto-llamacpp-with-gpu/lists"}