{"id":21455291,"url":"https://github.com/louisbrulenaudet/mergekit","last_synced_at":"2026-03-17T18:36:08.190Z","repository":{"id":222032627,"uuid":"756062191","full_name":"louisbrulenaudet/mergeKit","owner":"louisbrulenaudet","description":"Tools for merging pretrained Large Language Models and create Mixture of Experts (MoE) from open-source models.","archived":false,"fork":false,"pushed_at":"2025-09-18T19:03:58.000Z","size":15,"stargazers_count":8,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-01-12T15:16:16.979Z","etag":null,"topics":["dare-ties","huggingface","large-language-models","leaderboard","llm","merge-llm","mergekit","mixture-of-experts","moe","slerp","ties","transformer"],"latest_commit_sha":null,"homepage":"https://louisbrulenaudet.com","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/louisbrulenaudet.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":"louisbrulenaudet"}},"created_at":"2024-02-11T21:28:28.000Z","updated_at":"2025-09-18T19:04:01.000Z","dependencies_parsed_at":"2024-11-23T05:11:33.184Z","dependency_job_id":null,"html_url":"https://github.com/louisbrulenaudet/mergeKit","commit_stats":null,"previous_names":["louisbrulenaudet/mergekit"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/louisbrulenaudet/mergeKit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louisbrulenaudet%2FmergeKit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louisbrulenaudet%2FmergeKit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louisbrulenaudet%2FmergeKit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louisbrulenaudet%2FmergeKit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/louisbrulenaudet","download_url":"https://codeload.github.com/louisbrulenaudet/mergeKit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louisbrulenaudet%2FmergeKit/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30628418,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-17T17:32:55.572Z","status":"ssl_error","status_checked_at":"2026-03-17T17:32:38.732Z","response_time":56,"last_error":"SSL_read: 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":["dare-ties","huggingface","large-language-models","leaderboard","llm","merge-llm","mergekit","mixture-of-experts","moe","slerp","ties","transformer"],"created_at":"2024-11-23T05:11:26.394Z","updated_at":"2026-03-17T18:36:08.166Z","avatar_url":"https://github.com/louisbrulenaudet.png","language":"Jupyter Notebook","funding_links":["https://github.com/sponsors/louisbrulenaudet"],"categories":[],"sub_categories":[],"readme":"# MergeKit, a tools for merging pretrained LLM and create Mixture of Experts (MoE) from open-source models.\n[![Python](https://img.shields.io/pypi/pyversions/tensorflow.svg)](https://badge.fury.io/py/tensorflow) [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) ![Maintainer](https://img.shields.io/badge/maintainer-@louisbrulenaudet-blue)\n\nMergekit uses an out-of-core approach to perform unreasonably elaborate merges in resource-constrained situations. Merges can be run entirely on CPU or accelerated with as little as 8 GB of VRAM. Many merging algorithms are supported, with more coming as they catch my attention.\n\nWhen you have a merged model you're happy with, you may want to share it on the Hugging Face Hub. mergekit generates a README.md for your merge with some basic information for a model card. You can edit it to include more details about your merge, like giving it a good name or explaining what it's good at; rewrite it entirely ; or use the generated README.md as-is. It is also possible to edit your README.md online once it has been uploaded to the Hub.\n\n## Citing this project\nIf you use this code in your research, please use the following BibTeX entry.\n\n```BibTeX\n@misc{louisbrulenaudet2023,\n\tauthor = {Louis Brulé Naudet},\n\ttitle = {MergeKit, a tools for merging pretrained Large Language Models and create Mixture of Experts (MoE) from open-source models},\n\thowpublished = {\\url{https://github.com/louisbrulenaudet/mergeKit}},\n\tyear = {2024}\n}\n\n```\n## Feedback\nIf you have any feedback, please reach out at [louisbrulenaudet@icloud.com](mailto:louisbrulenaudet@icloud.com).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flouisbrulenaudet%2Fmergekit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flouisbrulenaudet%2Fmergekit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flouisbrulenaudet%2Fmergekit/lists"}