[{"data":1,"prerenderedAt":284},["ShallowReactive",2],{"repo-p-e-w-heretic-zh-CN":3,"i18n-p-e-w-heretic-zh-CN":281},{"mirrorPool":4,"detail":13,"relatedProjects":134},[5,9],{"key":6,"label":7,"base":8,"type":6},"github","mirror.github","https:\u002F\u002Fgithub.com\u002F",{"key":10,"label":11,"base":12,"type":10},"auto-proxy","mirror.autoProxy","https:\u002F\u002Fgithub.xxlab.tech\u002F",{"owner":14,"repo":15,"repoId":16,"repoUrl":17,"starCount":18,"language":19,"description":20,"languages":21,"screenshots":23,"homepage":33,"pushedAt":34,"ownerAvatar":35,"ownerName":36,"ownerBio":37,"lastSyncTime":38,"lastReleaseTime":39,"tags":40,"license":48,"category":49,"subgroup":50,"releases":51},"p-e-w","heretic",1061041576,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic",40501,"Python","Training-free language model modification: Remove censorship, suppress slop, reduce sycophancy, and more",{"Python":22},100,[24,29],{"sources":25},[26],{"kind":27,"url":28},"jsdelivr","https:\u002F\u002Fcdn.jsdelivr.net\u002Fgh\u002Fin-face\u002Fgithub_imgs@main\u002Fscreenshots\u002F1061041576\u002F2.webp",{"sources":30},[31],{"kind":27,"url":32},"https:\u002F\u002Fcdn.jsdelivr.net\u002Fgh\u002Fin-face\u002Fgithub_imgs@main\u002Fscreenshots\u002F1061041576\u002F3.webp","https:\u002F\u002Fheretic-project.org","2026-11-10","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F2702526?v=4","Philipp Emanuel Weidmann","","2026-11-13T18:01:53.992016+00:00","2026-11-08T07:14:03Z",[41,42,43,44,45,46,47],"abliteration","anti-censorship","anticensorship","censorship","censorship-resistance","llm","transformer","AGPL-3.0","ai","AI第二大脑\u002F知识库",[52,66,77,89,101,112,123],{"tag":53,"publishAt":39,"semVer":54,"prerelease":58,"assets":59},"v2.1.0",[55,56,57],2,1,0,false,[60],{"fileName":61,"sizeMb":62,"sha256":63,"downloadCount":64,"originUrl":65},"heretic-2.1.0.zip",0.45,"419def399af74e88f5c1e3e6eb15972bf02fb5d715fdaa6a2af9c7bc21989be3",221,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv2.1.0\u002Fheretic-2.1.0.zip",{"tag":67,"publishAt":68,"semVer":69,"prerelease":58,"assets":70},"v2.0.0","2026-11-01T13:03:19Z",[55,57,57],[71],{"fileName":72,"sizeMb":73,"sha256":74,"downloadCount":75,"originUrl":76},"heretic-2.0.0.zip",0.44,"d3348a013bb7ced6f31bb628f846a3eccb2a29d794eca767ccb35ceaf15090d3",858,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv2.0.0\u002Fheretic-2.0.0.zip",{"tag":78,"publishAt":79,"semVer":80,"prerelease":58,"assets":82},"v1.4.0","2026-06-14T12:55:57Z",[56,81,57],4,[83],{"fileName":84,"sizeMb":85,"sha256":86,"downloadCount":87,"originUrl":88},"heretic-1.4.0.zip",0.34,"02dcaec06c513aa353d4323ca4140650291bb0f6661439fbb283f8bf3f5b9057",6497,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv1.4.0\u002Fheretic-1.4.0.zip",{"tag":90,"publishAt":91,"semVer":92,"prerelease":58,"assets":94},"v1.3.0","2026-05-05T14:36:36Z",[56,93,57],3,[95],{"fileName":96,"sizeMb":97,"sha256":98,"downloadCount":99,"originUrl":100},"heretic-1.3.0.zip",0.33,"8081fa827925f984f047f18f22524cabe072ec55b8426065683013fd78fa9d8a",338,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv1.3.0\u002Fheretic-1.3.0.zip",{"tag":102,"publishAt":103,"semVer":104,"prerelease":58,"assets":105},"v1.2.0","2026-02-14T13:45:15Z",[56,55,57],[106],{"fileName":107,"sizeMb":108,"sha256":109,"downloadCount":110,"originUrl":111},"heretic-1.2.0.zip",0.29,"9d9c46b71286683dada9fe5e9c4e275b675924433f7f40d93c0165903791319a",72,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv1.2.0\u002Fheretic-1.2.0.zip",{"tag":113,"publishAt":114,"semVer":115,"prerelease":58,"assets":116},"v1.1.0","2025-12-10T12:24:21Z",[56,56,57],[117],{"fileName":118,"sizeMb":119,"sha256":120,"downloadCount":121,"originUrl":122},"heretic-1.1.0.zip",0.23,"25d81b701aab3d2ab90428bf40f16925d0339ff967a1f5f1e299a8bcf9a24450",58,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv1.1.0\u002Fheretic-1.1.0.zip",{"tag":124,"publishAt":125,"semVer":126,"prerelease":58,"assets":127},"v1.0.1","2025-11-16T13:00:29Z",[56,57,56],[128],{"fileName":129,"sizeMb":130,"sha256":131,"downloadCount":132,"originUrl":133},"heretic-1.0.1.zip",0.16,"06db16a17fc13d85419d9f74a1719d95c5982e29a21845d0266d1fe683f0b323",67,"https:\u002F\u002Fgithub.com\u002Fp-e-w\u002Fheretic\u002Freleases\u002Fdownload\u002Fv1.0.1\u002Fheretic-1.0.1.zip",[135,165,190,217,229,257],{"owner":136,"repo":137,"repoId":138,"category":49,"subgroup":50,"language":139,"tags":140,"starCount":156,"ownerUid":157,"latestTag":158,"platforms":159,"lastReleaseTime":162,"downloadCount":163,"description":164},"infiniflow","ragflow",730534580,"Go",[141,142,143,144,145,49,146,147,148,149,150,151,152,153,154,155],"agent-harness","agent-native-database","agentic-ai","agentic-retrieval","agentic-search","ai-agents","context-engine","context-engineering","context-management","harness-engineering","knowledge-compilation","rag","retrieval-augmented-generation","retrieval-harness","search-harness",94122,69962740,"v1.0.0",[160,161],"windows","other","2026-11-06T12:31:31Z",428,"一个领先的开源检索增强生成（RAG）引擎，将前沿RAG技术与Agent能力融合，为LLM提供卓越的上下文层。",{"owner":166,"repo":167,"repoId":168,"category":49,"subgroup":50,"language":169,"tags":170,"starCount":181,"ownerUid":182,"latestTag":183,"platforms":184,"lastReleaseTime":187,"downloadCount":188,"description":189},"tinyhumansai","openhuman",1161163182,"Rust",[171,146,172,173,46,174,175,176,177,178,179,180],"agent-orchestration","ai-assistant","desktop","local-first","mcp","personal-ai","privacy","rust","second-brain","tauri",41729,246003628,"v0.64.15",[160,185,186],"mac","linux","2026-10-09T05:08:30Z",725,"你的个人 AI 超级智能：一个构建本地优先生活记忆的 AI 大脑，可编排代理群和工作流，并进行深度研究。",{"owner":191,"repo":192,"repoId":193,"category":194,"subgroup":50,"language":19,"tags":195,"starCount":211,"ownerUid":212,"latestTag":213,"platforms":214,"lastReleaseTime":215,"downloadCount":57,"description":216},"PostHog","posthog",235901813,"development",[196,197,198,199,200,201,202,203,204,205,206,207,208,209,210],"ab-testing","ai-analytics","analytics","cdp","data-warehouse","experiments","feature-flags","javascript","product-analytics","python","react","session-replay","surveys","typescript","web-analytics",40774,60330232,"desktop-v0.61.1039",[160,185,186],"2026-11-13T17:38:54Z","一个开源产品分析平台，提供AI可观测性、会话回放、功能标志、实验、错误追踪和日志等开发者工具，帮助构建自驱型产品。",{"owner":218,"repo":219,"repoId":220,"category":49,"subgroup":50,"language":169,"tags":221,"starCount":222,"ownerUid":223,"latestTag":224,"platforms":225,"lastReleaseTime":226,"downloadCount":227,"description":228},"akitaonrails","ai-memory",1246148135,[],15793,2840,"v3.4.6",[160,185,186,161],"2026-11-13T05:07:50Z",908,"一个为AI编码代理提供长期记忆的解决方案，支持跨代理、跨机器的任务交接，让记忆在不同工具和团队间共享。",{"owner":230,"repo":231,"repoId":232,"category":49,"subgroup":50,"language":19,"tags":233,"starCount":250,"ownerUid":251,"latestTag":252,"platforms":253,"lastReleaseTime":254,"downloadCount":255,"description":256},"semantica-agi","semantica",1008304614,[234,49,235,236,237,148,238,239,240,241,242,243,244,245,46,246,247,205,248,249],"agent-memory","ai-governance","ai-infrastructure","artificial-intelligence","context-graphs","data-engineering","decision-intelligence","developer-tools","explainable-ai","generative-ai","graph-rag","knowledge-graph","ontology","provenance","reasoning","semantic-search",14150,213958577,"v0.7.0",[161],"2026-09-22T11:18:03Z",270,"Semantica 是一个图原生的 AI 知识基础设施（Python），把企业数据整理为 Context Graph 与知识图谱，支持确定性推理、本体管理与决策溯源，面向需要可解释 AI 的高监管领域。",{"owner":258,"repo":259,"repoId":260,"category":261,"subgroup":50,"language":19,"tags":262,"starCount":274,"ownerUid":275,"latestTag":276,"platforms":277,"lastReleaseTime":278,"downloadCount":279,"description":280},"repowise-dev","repowise",1189384516,"tools",[49,263,264,265,266,267,241,268,269,175,270,205,271,272,273],"code-complexity","code-health","code-intelligence","code-quality","dead-code","documentation","git-analytics","open-source","refactoring","static-analysis","technical-debt",8130,271941743,"v0.61.0",[161],"2026-11-13T16:03:50Z",7,"为AI和人类提供的代码库智能平台，提供代码健康评分、自动文档生成、Git分析和死代码检测，通过MCP集成。",{"description":282,"readmeHtml":283},"Heretic 是一款全自动的 LLM 审查去除工具，基于方向性消融技术（abliteration）和 Optuna 优化器，无需人工调参即可为 transformer 语言模型移除安全对齐，保留模型原有能力。","\u003Ch2 id=\"项目概述\">项目概述\u003C\u002Fh2>\u003Cp>Heretic 是一款全自动的 LLM 审查去除工具，基于方向性消融技术（Abliteration）结合 Optuna TPE 优化器，无需人工调参即可为 transformer 语言模型移除安全对齐（censorship），在保留模型智力水平的同时大幅减少拒绝回答。\u003C\u002Fp>\n\u003Ch2 id=\"主要功能\">主要功能\u003C\u002Fh2>\u003Cul>\n\u003Cli>全自动运行：无需配置，一条命令完成去审查\u003C\u002Fli>\n\u003Cli>Abliteration 技术：结合 LLM 内部语义进行定向消融\u003C\u002Fli>\n\u003Cli>KL 散度优化：最小化对原模型智能的损害\u003C\u002Fli>\n\u003Cli>广泛模型支持：密集模型、多模态模型、MoE 架构\u003C\u002Fli>\n\u003Cli>量化支持：bitsandbytes 4-bit 量化降低显存需求\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"适用人群\">适用人群\u003C\u002Fh2>\u003Cul>\n\u003Cli>本地部署 LLM 的研究者和爱好者\u003C\u002Fli>\n\u003Cli>希望获得无审查回复的 AI 用户\u003C\u002Fli>\n\u003Cli>对模型解释学研究感兴趣的技术人员\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"快速上手\">快速上手\u003C\u002Fh2>\u003Col>\n\u003Cli>安装 Python 3.10+ 环境，确保 PyTorch 2.2+ 已安装\u003C\u002Fli>\n\u003Cli>安装 Heretic：\u003Ccode>pip install -U heretic-llm\u003C\u002Fcode>\u003C\u002Fli>\n\u003Cli>运行去审查：\u003Ccode>heretic Qwen\u002FQwen3-4B-Instruct-2507\u003C\u002Fcode>\u003C\u002Fli>\n\u003Cli>完成后可选择保存模型、上传 HuggingFace、测试对话或运行基准测试\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Ch2 id=\"核心优势\">核心优势\u003C\u002Fh2>\u003Cul>\n\u003Cli>完全自动化，无需理解 transformer 内部原理\u003C\u002Fli>\n\u003Cli>在拒绝抑制和 KL 散度上均优于手动消融版本\u003C\u002Fli>\n\u003Cli>支持模型量化，16GB VRAM 即可运行 4B 模型\u003C\u002Fli>\n\u003Cli>社区已生成超过 5000 个 Heretic 模型\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"系统要求\">系统要求\u003C\u002Fh2>\u003Cul>\n\u003Cli>操作系统：Linux（推荐）、macOS、Windows\u003C\u002Fli>\n\u003Cli>支持架构：x64（CUDA GPU 推荐）\u003C\u002Fli>\n\u003Cli>额外依赖：Python 3.10+、PyTorch 2.2+、可选 bitsandbytes\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"注意事项\">注意事项\u003C\u002Fh2>\u003Cul>\n\u003Cli>部分模型需要更新的 PyTorch 版本（如 MXFP4 量化需 2.6+）\u003C\u002Fli>\n\u003Cli>推荐使用 uv 管理依赖：\u003Ccode>uv run heretic\u003C\u002Fcode>\u003C\u002Fli>\n\u003Cli>仅用于合法的研究和教育目的\u003C\u002Fli>\n\u003C\u002Ful>\n",1794593781176]