{"id":33374379,"url":"https://github.com/blue-no1/quantization-experiments","last_synced_at":"2025-11-22T23:01:21.348Z","repository":{"id":311252677,"uuid":"1043034246","full_name":"Blue-No1/quantization-experiments","owner":"Blue-No1","description":"Experiments on quantization for open-weight LLMs — balancing memory footprint, speed, and accuracy.","archived":false,"fork":false,"pushed_at":"2025-08-23T03:15:20.000Z","size":10,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-23T04:28:28.322Z","etag":null,"topics":["inference","llm","model-compression","quantization"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Blue-No1.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2025-08-23T02:35:55.000Z","updated_at":"2025-08-23T03:15:23.000Z","dependencies_parsed_at":"2025-08-23T04:28:30.530Z","dependency_job_id":"299d0749-6d82-47af-ae96-18101f09be86","html_url":"https://github.com/Blue-No1/quantization-experiments","commit_stats":null,"previous_names":["blue-no1/quantization-experiments"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/Blue-No1/quantization-experiments","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blue-No1%2Fquantization-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blue-No1%2Fquantization-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blue-No1%2Fquantization-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blue-No1%2Fquantization-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Blue-No1","download_url":"https://codeload.github.com/Blue-No1/quantization-experiments/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blue-No1%2Fquantization-experiments/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":285873538,"owners_count":27246054,"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","status":"online","status_checked_at":"2025-11-22T02:00:05.934Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["inference","llm","model-compression","quantization"],"created_at":"2025-11-22T23:01:07.890Z","updated_at":"2025-11-22T23:01:21.337Z","avatar_url":"https://github.com/Blue-No1.png","language":null,"readme":"# Quantization Experiments\n\nNotes on memory \u0026 performance trade-offs with quantization.  \nGhi chú về cân bằng giữa bộ nhớ và hiệu năng khi lượng tử hóa.\n\n\u003e ⚠️ Work in progress / Đang trong quá trình nghiên cứu\n\n## Focus\n- FP32 → FP16 → INT8 → 4bit (GGUF).\n- Memory footprint reduction.\n- Inference speed vs accuracy.\n\n## Progress Log\n- [YYYY-MM-DD] Init repo.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblue-no1%2Fquantization-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fblue-no1%2Fquantization-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblue-no1%2Fquantization-experiments/lists"}