{"id":28423179,"url":"https://github.com/neuralmagic/quant_kernel_benchmarks","last_synced_at":"2025-06-24T23:31:21.131Z","repository":{"id":266358327,"uuid":"861074290","full_name":"neuralmagic/quant_kernel_benchmarks","owner":"neuralmagic","description":"Benchmarking code for running quantized kernels from vLLM and other libraries ","archived":false,"fork":false,"pushed_at":"2024-12-03T21:02:33.000Z","size":22,"stargazers_count":5,"open_issues_count":1,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-06-05T08:45:10.668Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/neuralmagic.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":"2024-09-21T23:42:31.000Z","updated_at":"2025-01-04T07:19:10.000Z","dependencies_parsed_at":"2024-12-03T22:18:44.854Z","dependency_job_id":"7abe10da-2e41-42a7-a6a2-a250adea7456","html_url":"https://github.com/neuralmagic/quant_kernel_benchmarks","commit_stats":null,"previous_names":["neuralmagic/quant_kernel_benchmarks"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/neuralmagic/quant_kernel_benchmarks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralmagic%2Fquant_kernel_benchmarks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralmagic%2Fquant_kernel_benchmarks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralmagic%2Fquant_kernel_benchmarks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralmagic%2Fquant_kernel_benchmarks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralmagic","download_url":"https://codeload.github.com/neuralmagic/quant_kernel_benchmarks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralmagic%2Fquant_kernel_benchmarks/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261774700,"owners_count":23207782,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2025-06-05T08:35:37.195Z","updated_at":"2025-06-24T23:31:21.124Z","avatar_url":"https://github.com/neuralmagic.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Example Usage\n\nRun the benchmark (generates a .pkl file with the results)\n\n```\npython benchmark_kernels.py --act-type bfloat16 --kernels torch_fp16,machete,fbgemm_i4,marlin,gemlite model_bench\n```\n\nPlot the results\n\n```\npython plot/plot_normalized_runtime.py \u003cgenerated_file\u003e.pkl --highlight machete\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuralmagic%2Fquant_kernel_benchmarks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneuralmagic%2Fquant_kernel_benchmarks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuralmagic%2Fquant_kernel_benchmarks/lists"}