| react-profiling | 0 |
| react-import-map | react,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@d5750093facf |
| route-pattern | /:user_id/:repository |
| route-controller | files |
| route-action | disambiguate |
| fetch-nonce | v2:71dc776f-be5e-dd09-14fe-334249c1e0d5 |
| current-catalog-service-hash | f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb |
| request-id | D46C:1085A1:1A16CC5:2227BCE:6AED8CD3 |
| html-safe-nonce | 6f7234984bf6f8da1dde0af93d0686b5b63a31e5e1d391a9687dd1d64b87c6df |
| visitor-payload | eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJENDZDOjEwODVBMToxQTE2Q0M1OjIyMjdCQ0U6NkFFRDhDRDMiLCJ2aXNpdG9yX2lkIjoiMTQ0MzIwMTE5NjEzMzAyNzAyNyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9 |
| visitor-hmac | 3ce664c23a78e1db15057f72ae1b646796fe4a934e62ae0fe0cabe8672194087 |
| hovercard-subject-tag | repository:744514418 |
| github-keyboard-shortcuts | repository,copilot |
| google-site-verification | Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I |
| octolytics-url | https://collector.github.com/github/collect |
| analytics-location | // |
| fb:app_id | 1401488693436528 |
| apple-itunes-app | app-id=1477376905, app-argument=https://github.com/IST-DASLab/marlin |
| twitter:image | https://opengraph.githubassets.com/1d6f3658ce5a766fa87fee7b242d9b2e7eab3a00363e5e4643eb6062c62d0b87/IST-DASLab/marlin |
| twitter:card | summary_large_image |
| og:image | https://opengraph.githubassets.com/1d6f3658ce5a766fa87fee7b242d9b2e7eab3a00363e5e4643eb6062c62d0b87/IST-DASLab/marlin |
| og:image:alt | FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens. - IST-DASLab/marlin |
| og:image:width | 1200 |
| og:image:height | 600 |
| og:site_name | GitHub |
| og:type | object |
| hostname | github.com |
| expected-hostname | github.com |
| None | 56fb42677ae87ed3e64410323d67980aa65d0485568a7858f874e7edfc6d1c11 |
| turbo-cache-control | no-cache |
| go-import | github.com/IST-DASLab/marlin git https://github.com/IST-DASLab/marlin.git |
| octolytics-dimension-user_id | 35098403 |
| octolytics-dimension-user_login | IST-DASLab |
| octolytics-dimension-repository_id | 744514418 |
| octolytics-dimension-repository_nwo | IST-DASLab/marlin |
| octolytics-dimension-repository_public | true |
| octolytics-dimension-repository_is_fork | false |
| octolytics-dimension-repository_network_root_id | 744514418 |
| octolytics-dimension-repository_network_root_nwo | IST-DASLab/marlin |
| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
| browser-stats-url | https://api.github.com/_private/browser/stats |
| browser-errors-url | https://api.github.com/_private/browser/errors |
| release | 9c9a37e2423ed382cf39f70b5aa4b4858b40a3b0 |
| ui-target | full |
| theme-color | #1e2327 |
| color-scheme | light dark |
| Skip to content | https://github.com/IST-DASLab/marlin#start-of-content |
| https://github.com/ |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FIST-DASLab%2Fmarlin |
| GitHubRepository hosting, code review, and collaboration | https://github.com/platform |
| CopilotAI coding agent for tasks, projects, and automated work | https://github.com/features/copilot |
| ActionsCI/CD and automation | https://github.com/features/actions |
| Code QualityQuality analysis, fixes, and enforcement | https://github.com/features/code-quality |
| CodespacesCloud development environments | https://github.com/features/codespaces |
| Code SecurityVulnerability detection and remediation | https://github.com/security/advanced-security/code-security |
| Secret ProtectionSecret scanning and leak prevention | https://github.com/security/advanced-security/secret-protection |
| All Features | https://github.com/features |
| Documentation | https://docs.github.com/en |
| Training | https://learn.github.com/skills |
| Certifications | https://learn.github.com/credentials |
| Build with Copilot | https://github.com/features/ai |
| Customize Copilot | https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview |
| Integrations | https://github.com/marketplace |
| Trending repos | https://github.com/trending |
| GitHub Sponsors | https://github.com/open-source/sponsors |
| Developer articles | https://github.com/resources/articles |
| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
| Enterprises | https://github.com/enterprise |
| Team | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
| Manufacturing | https://github.com/solutions/industry/manufacturing |
| Government | https://github.com/solutions/industry/government |
| See all industries | https://github.com/solutions/industry |
| Why GitHub | https://github.com/why-github |
| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/enterprise/premium-support |
| Documentation | https://docs.github.com/en |
| Resource center | https://github.com/resources |
| Blog | https://github.blog/ |
| Events & webinars | https://github.com/resources/events |
| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
| GitHub Status | https://www.githubstatus.com/ |
| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
| Pricing | https://github.com/pricing |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FIST-DASLab%2Fmarlin |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=IST-DASLab%2Fmarlin |
| Reload | https://github.com/IST-DASLab/marlin |
| Reload | https://github.com/IST-DASLab/marlin |
| Reload | https://github.com/IST-DASLab/marlin |
| IST-DASLab | https://github.com/IST-DASLab |
| marlin | https://github.com/IST-DASLab/marlin |
| Code | https://github.com/IST-DASLab/marlin |
| Issues32 (32) | https://github.com/IST-DASLab/marlin/issues |
| Pull requests5 (5) | https://github.com/IST-DASLab/marlin/pulls |
| Actions | https://github.com/IST-DASLab/marlin/actions |
| Projects | https://github.com/IST-DASLab/marlin/projects |
| Security and quality | https://github.com/IST-DASLab/marlin/security |
| Insights | https://github.com/IST-DASLab/marlin/pulse |
| https://github.com/IST-DASLab/marlin |
| marlin | https://github.com/IST-DASLab/marlin |
| Notifications | https://github.com/login?return_to=%2FIST-DASLab%2Fmarlin |
| Fork96 (96) | https://github.com/login?return_to=%2FIST-DASLab%2Fmarlin |
| Star1.2k (1.2k) | https://github.com/login?return_to=%2FIST-DASLab%2Fmarlin |
| 4bit | https://github.com/topics/4bit |
| kernel | https://github.com/topics/kernel |
| llm | https://github.com/topics/llm |
| quantization | https://github.com/topics/quantization |
| Readme | https://github.com/IST-DASLab/marlin#readme-ov-file |
| Apache-2.0 license | https://github.com/IST-DASLab/marlin#Apache-2.0-1-ov-file |
| Activity | https://github.com/IST-DASLab/marlin/activity |
| Custom properties | https://github.com/IST-DASLab/marlin/custom-properties |
| 96 forks | https://github.com/IST-DASLab/marlin/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FIST-DASLab%2Fmarlin&report=IST-DASLab+%28user%29 |
| Branches | https://github.com/IST-DASLab/marlin/branches |
| Tags | https://github.com/IST-DASLab/marlin/tags |
| https://github.com/IST-DASLab/marlin/branches |
| https://github.com/IST-DASLab/marlin/tags |
| 14 Commits | https://github.com/IST-DASLab/marlin/commits/master/ |
| https://github.com/IST-DASLab/marlin/commits/master/ |
| assets | https://github.com/IST-DASLab/marlin/tree/master/assets |
| assets | https://github.com/IST-DASLab/marlin/tree/master/assets |
| gptq | https://github.com/IST-DASLab/marlin/tree/master/gptq |
| gptq | https://github.com/IST-DASLab/marlin/tree/master/gptq |
| marlin | https://github.com/IST-DASLab/marlin/tree/master/marlin |
| marlin | https://github.com/IST-DASLab/marlin/tree/master/marlin |
| .gitignore | https://github.com/IST-DASLab/marlin/blob/master/.gitignore |
| .gitignore | https://github.com/IST-DASLab/marlin/blob/master/.gitignore |
| LICENSE | https://github.com/IST-DASLab/marlin/blob/master/LICENSE |
| LICENSE | https://github.com/IST-DASLab/marlin/blob/master/LICENSE |
| README.md | https://github.com/IST-DASLab/marlin/blob/master/README.md |
| README.md | https://github.com/IST-DASLab/marlin/blob/master/README.md |
| bench.py | https://github.com/IST-DASLab/marlin/blob/master/bench.py |
| bench.py | https://github.com/IST-DASLab/marlin/blob/master/bench.py |
| setup.py | https://github.com/IST-DASLab/marlin/blob/master/setup.py |
| setup.py | https://github.com/IST-DASLab/marlin/blob/master/setup.py |
| test.py | https://github.com/IST-DASLab/marlin/blob/master/test.py |
| test.py | https://github.com/IST-DASLab/marlin/blob/master/test.py |
| README | https://github.com/IST-DASLab/marlin |
| Apache-2.0 license | https://github.com/IST-DASLab/marlin |
| https://github.com/IST-DASLab/marlin/blob/master/assets/marlin.png |
| https://github.com/IST-DASLab/marlin#marlin |
| https://github.com/IST-DASLab/marlin#techniques |
| https://github.com/IST-DASLab/marlin#benchmarks |
| https://github.com/IST-DASLab/marlin/blob/master/assets/peak.png |
| https://github.com/IST-DASLab/marlin/blob/master/assets/models.png |
| https://github.com/IST-DASLab/marlin/blob/master/assets/sustained.png |
| https://github.com/IST-DASLab/marlin#requirements |
| https://github.com/IST-DASLab/marlin#usage |
| https://github.com/IST-DASLab/marlin#gptq-example |
| GPTQ | https://github.com/IST-DASLab/gptq |
| LLM eval harness | https://github.com/EleutherAI/lm-evaluation-harness |
| https://github.com/IST-DASLab/marlin#cite |
| 4bit | https://github.com/topics/4bit |
| kernel | https://github.com/topics/kernel |
| llm | https://github.com/topics/llm |
| quantization | https://github.com/topics/quantization |
| Readme | https://github.com/IST-DASLab/marlin#readme-ov-file |
| Apache-2.0 license | https://github.com/IST-DASLab/marlin#Apache-2.0-1-ov-file |
| Activity | https://github.com/IST-DASLab/marlin/activity |
| Custom properties | https://github.com/IST-DASLab/marlin/custom-properties |
| 96 forks | https://github.com/IST-DASLab/marlin/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FIST-DASLab%2Fmarlin&report=IST-DASLab+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |