0 人感兴趣 · 1 次引用
编者按：在之前的系列文章中，我们介绍了大模型的原理和微调落地的理论方法。本期文章，我们将以实际场景为例，详细介绍微调的实践流程和相关代码。
促进软件开发及相关领域知识与创新的传播
京公网安备 11010502039052号 | 产品资质
2,cG-97HW2E8QVQ
{
"code": 0,
"data": {
"list": [
{
"icon": "",
"id": 0,
"link": "https://xie.infoq.cn/square/10",
"name": "活动🔥",
"type": 2
},
{
"icon": "",
"id": 3,
"link": "",
"name": "Java",
"type": 1
},
{
"icon": "",
"id": 211,
"link": "",
"name": "开源",
"type": 1
},
{
"icon": "",
"id": 238,
"link": "",
"name": "架构",
"type": 1
},
{
"icon": "",
"id": 9434,
"link": "",
"name": "OpenHarmony",
"type": 1
},
{
"icon": "",
"id": 303,
"link": "",
"name": "算法",
"type": 1
},
{
"icon": "",
"id": 14135,
"link": "",
"name": "元宇宙",
"type": 1
},
{
"icon": "",
"id": 84,
"link": "",
"name": "MySQL",
"type": 1
},
{
"icon": "",
"id": 5237,
"link": "",
"name": "移动开发",
"type": 1
},
{
"icon": "",
"id": 221,
"link": "",
"name": "学习方法",
"type": 1
},
{
"icon": "",
"id": 221,
"link": "",
"name": "学习方法",
"type": 1
},
{
"icon": "",
"id": 17178,
"link": "",
"name": "Web3.0",
"type": 1
},
{
"icon": "",
"id": 203,
"link": "",
"name": "高效工作",
"type": 1
},
{
"icon": "",
"id": 92,
"link": "",
"name": "数据库",
"type": 1
},
{
"icon": "",
"id": 8,
"link": "",
"name": "Python",
"type": 1
},
{
"icon": "",
"id": 661,
"link": "",
"name": "音视频",
"type": 1
},
{
"icon": "",
"id": 371,
"link": "",
"name": "前端",
"type": 1
},
{
"icon": "",
"id": 242,
"link": "",
"name": "AI",
"type": 1
},
{
"icon": "",
"id": 143,
"link": "",
"name": "大数据",
"type": 1
},
{
"icon": "",
"id": 204,
"link": "",
"name": "团队管理",
"type": 1
},
{
"icon": "",
"id": 232,
"link": "",
"name": "程序员",
"type": 1
},
{
"icon": "",
"id": 317,
"link": "",
"name": "运维",
"type": 1
},
{
"icon": "",
"id": 200,
"link": "",
"name": "深度思考",
"type": 1
},
{
"icon": "",
"id": 1081,
"link": "",
"name": "低代码",
"type": 1
},
{
"icon": "",
"id": 97,
"link": "",
"name": "redis",
"type": 1
},
{
"icon": "",
"id": 19,
"link": "",
"name": "golang",
"type": 1
},
{
"icon": "",
"id": 294,
"link": "",
"name": "微服务架构",
"type": 1
},
{
"icon": "",
"id": 21,
"link": "",
"name": "flutter",
"type": 1
}
]
},
"error": {
},
"extra": {
"cost": 0.000744433,
"request-id": "85dffca9b91b40ba8a5a0e06f2a516a9@3@xie"
}
}{
"code": 0,
"data": {
"bot": [
{
"list": [
{
"name": "关于我们",
"link": "https://www.infoq.cn/about",
"image": ""
},
{
"name": "我要投稿",
"link": "https://www.infoq.cn/contribute",
"image": ""
},
{
"name": "合作伙伴",
"link": "https://www.geekbang.org/partner",
"image": ""
},
{
"name": "加入我们",
"link": "https://www.lagou.com/gongsi/j43775.html",
"image": ""
},
{
"name": "关注我们",
"link": "https://infoq.cn/official/account",
"image": ""
}
],
"name": "InfoQ"
},
{
"list": [
{
"name": "内容投稿：editors@geekbang.com",
"link": "mailto:editors@geekbang.com",
"image": ""
},
{
"name": "业务合作：hezuo@geekbang.com",
"link": "mailto:hezuo@geekbang.com",
"image": ""
},
{
"name": "反馈投诉：feedback@geekbang.com",
"link": "mailto:feedback@geekbang.com",
"image": ""
},
{
"name": "加入我们：zhaopin@geekbang.com",
"link": "mailto:zhaopin@geekbang.com",
"image": ""
},
{
"name": "联系电话：18600430890",
"link": "",
"image": ""
},
{
"name": "地址：北京市朝阳区望京北路9号2幢7层A701",
"link": "",
"image": ""
}
],
"name": "联系我们"
},
{
"list": [
{
"name": "ArchSummit全球架构师峰会 2023年3月17-18日",
"link": "https://archsummit.infoq.cn/202303/beijing/?utm_source=infoq&utm_medium=footer",
"image": "https://static001.infoq.cn/resource/image/62/f5/628b5e750e918f52cda61a19fdc186f5.png"
},
{
"name": "ArchSummit全球架构师峰会 2023年4月21-22日",
"link": "https://archsummit.infoq.cn/2023/shanghai/?utm_source=infoq&utm_medium=footer",
"image": "https://static001.infoq.cn/resource/image/68/86/682e88b72d998d472686410a05c67986.png"
},
{
"name": "QCon全球软件开发大会 2023年5月26-27日",
"link": "https://qcon.infoq.cn/2023/guangzhou/?utm_source=infoq&utm_medium=footer",
"image": "https://static001.infoq.cn/resource/image/b5/8c/b5214dd411ae938ab2ddfb504e7d078c.png"
}
],
"name": "InfoQ 近期会议"
},
{
"list": [
{
"name": "InfoQ En",
"link": "https://www.infoq.com/",
"image": "https://static001.infoq.cn/resource/image/55/38/55cd81623e36f5ab7a7db74d60b74838.png"
},
{
"name": "InfoQ Jp",
"link": "https://www.infoq.com/jp/",
"image": "https://static001.infoq.cn/resource/image/95/13/95fe851c02c86120e9037eada6a36d13.png"
},
{
"name": "InfoQ Fr",
"link": "http://www.infoq.com/fr/",
"image": "https://static001.infoq.cn/resource/image/2a/3e/2aa440b6d94e94f64c508f16da38933e.png"
},
{
"name": "InfoQ Br",
"link": "http://www.infoq.com/br/",
"image": "https://static001.infoq.cn/resource/image/4e/1e/4e737ce82bc7c8a1c2f2307bcea9a11e.png"
}
],
"name": "全球 InfoQ"
}
],
"bus": [
{
"end_time": 1703865599,
"img": "https://static001.infoq.cn/resource/image/db/3c/db58e00a7fc616fcdd32c777726b6c3c.jpg",
"link": "https://qcon.infoq.cn/2023/shanghai?utm_source=infoqweb&utm_medium=huodongdabenying",
"location": "上海",
"name": "QCon 上海 2023",
"start_time": 1703692800
},
{
"end_time": 1702483200,
"img": "https://static001.infoq.cn/resource/image/06/ff/06730d2377fa0677cd103e11f3409dff.png",
"link": "https://www.infoq.cn/form/?id=1862&utm_source=1&sign=iq_652681f86704a",
"location": "线上",
"name": "《云上新视界》火山引擎视频云系列公开课",
"start_time": 1701273600
},
{
"end_time": 1703952000,
"img": "https://static001.infoq.cn/resource/image/8b/ed/8b130ca27d9c71d61e3f766eff44d1ed.jpeg",
"link": "https://github.com/orgs/secretflow/discussions/1007",
"location": "线上",
"name": "隐语开源共建计划 OSCP 第三期",
"start_time": 1700064000
},
{
"end_time": 1703260799,
"img": "https://static001.infoq.cn/resource/image/3a/b8/3a54e625d4c5bef52ee34822dcf09eb8.jpg",
"link": "https://aistudio.baidu.com/competition/detail/1073/0/introduction",
"location": "线上",
"name": "飞桨黑客马拉松第五期",
"start_time": 1695571200
},
{
"end_time": 1702137599,
"img": "https://static001.infoq.cn/resource/image/b6/af/b6f6e813aae99c579c1617b41274e5af.jpg",
"link": "https://www.infoq.cn/form/?id=1928&utm_source=web&sign=iq_655ec0806c6d5",
"location": "线下",
"name": "2023全球AI前沿科技大会",
"start_time": 1702051200
},
{
"end_time": 1701273600,
"img": "https://static001.infoq.cn/resource/image/fa/2e/fa9e3975a19e07e20684ce166116ec2e.png",
"link": "https://www.infoq.cn/event/?id=276&utm_source=hddby&sign=iq_654dacd3d53a5",
"location": "线上",
"name": "【有奖征文】赢取丰厚稿酬 11-30 线上",
"start_time": 1699545600
},
{
"end_time": 1702742400,
"img": "https://static001.infoq.cn/resource/image/20/db/206b8a3dyyf45d3b9d2b25d8d66d83db.jpg",
"link": "https://aistudio.baidu.com/competition/detail/1103/0/introduction",
"location": "首钢园创新中心D座",
"name": "飞桨 x 文心大模型 大模型黑客松",
"start_time": 1700496000
},
{
"end_time": 1697903999,
"img": "https://static001.infoq.cn/resource/image/6f/91/6fa11c8f3550ccf09bd47c32da187a91.jpg",
"link": "https://doris-summit.org.cn/?utm_source=InfoQ&utm_medium=banner&utm_id=2023",
"location": "北京·丽亭华苑酒店",
"name": "Doris Summit Asia 2023：与创新者同行",
"start_time": 1697817600
},
{
"end_time": 1695311999,
"img": "https://static001.infoq.cn/resource/image/21/55/21e55fc4b6775544e13f7683a8118f55.png",
"link": "https://www.infoq.cn/minibook/Iwk2LLuMFSV4AisWG8jR",
"location": "线上",
"name": "互联网行业再进化——云上AI时代",
"start_time": 1695225600
},
{
"end_time": 1701359999,
"img": "https://static001.infoq.cn/resource/image/0d/ab/0dc1c972f72decab4eaea377238e7dab.jpg",
"link": "https://cloud.baidu.com/qianfandev/bac?track=infoq",
"location": "线上",
"name": "百度智能云千帆大模型平台应用开发挑战赛",
"start_time": 1694966400
},
{
"end_time": 1695657599,
"img": "https://static001.infoq.cn/resource/image/47/20/472634d97a6a5e980f9d3e3261cd9520.jpg",
"link": "https://cn.selectdb.com/events/1",
"location": "线上",
"name": "新内核 新图景 - 飞轮科技全系产品发布会",
"start_time": 1695571200
},
{
"end_time": 1695571199,
"img": "https://static001.infoq.cn/resource/image/65/bf/657e16d927a221653d2c9cd7byy11fbf.png",
"link": "https://hdxu.cn/c1Jg6",
"location": "上海",
"name": "MatrixOne Meetup",
"start_time": 1695484800
},
{
"end_time": 1698508799,
"img": "https://static001.infoq.cn/resource/image/38/cd/387a0735e11d8ed6a39270aa93f27bcd.jpeg",
"link": "https://www.paddlepaddle.org.cn/PaddlePaddleFoundathon-2023-8",
"location": "线上",
"name": "AGI Foundathon大模型创业松",
"start_time": 1698422400
},
{
"end_time": 1693324800,
"img": "https://static001.infoq.cn/resource/image/ae/3d/ae7d0247fda95f8fe60645ff6dff4a3d.jpg",
"link": "https://www.infoq.cn/event/?id=273",
"location": "线上",
"name": "Geekathon 大模型技术应用创新大赛",
"start_time": 1688054400
},
{
"end_time": 1695139199,
"img": "https://static001.infoq.cn/resource/image/c8/2d/c8a645e0632d33293b7f2bd8068fa12d.jpg",
"link": "https://live.polyv.cn/watch/4175199?promoteId=LgSt21",
"location": "线上",
"name": "9.19 青云科技 AI 算力发布会",
"start_time": 1695052800
},
{
"end_time": 1695398400,
"img": "https://static001.infoq.cn/resource/image/40/9b/4099a26e6400d52ffae41e1354b7729b.jpg",
"link": "https://season-share.7-event.cn/FormTemplate/index.html#/?formID=368&showID=10458&trace_code=MW9ibpqQFva4",
"location": "广州",
"name": "数聚·源力 2023PRO_大会",
"start_time": 1693238400
},
{
"end_time": 1694015999,
"img": "https://static001.infoq.cn/resource/image/65/45/65079701ba555721b6bd01c527586c45.jpg",
"link": "https://www.infoq.cn/form/?id=1777&utm_source=hd&sign=iq_64e886900c011",
"location": "线上",
"name": "存储难题新解法 揭秘极致易用的HBlock",
"start_time": 1693324800
},
{
"end_time": 1693583999,
"img": "https://static001.infoq.cn/resource/image/a6/11/a6007122e73b33144c2989075dc22311.png",
"link": "https://www.infoq.cn/form/?id=1769&utm_source=5&sign=iq_64db3b0ef25e1",
"location": "深圳",
"name": "APP开发者个人信息保护培训宣讲会·深圳站",
"start_time": 1693497600
},
{
"end_time": 1692719999,
"img": "https://static001.infoq.cn/resource/image/01/79/01c91f1230ce7b4e9e8dbe816d3ee879.jpg",
"link": "https://volcengine2023.cevent.com.cn/VideoCloud&AIGC.html?s=infoQ",
"location": "线上",
"name": "火山引擎视频云&AIGC技术大会",
"start_time": 1692633600
},
{
"end_time": 1693929599,
"img": "https://static001.infoq.cn/resource/image/7b/f6/7b0291ea5e4f9f088ffa2630fe3711f6.png",
"link": "https://qcon.infoq.cn/202309/beijing?utm_source=infoqweb&utm_medium=homehdbanner&utm_campaign=8&utm_term=0607",
"location": "北京",
"name": "启航·AIGC软件工程变革",
"start_time": 1693670400
},
{
"end_time": 1693497599,
"img": "https://static001.infoq.cn/resource/image/d4/57/d498e5cbf950ae00a3babf87384fab57.jpg",
"link": "https://www.infoq.cn/event/?id=271&utm_source=6&sign=iq_64bddefbaa31b",
"location": "线上",
"name": "2小时学会10个组件“取代”传统Java开发",
"start_time": 1690128000
},
{
"end_time": 1691510400,
"img": "https://static001.infoq.cn/resource/image/4d/59/4de42267c4daf12130d7901892b2a759.jpg",
"link": "https://www.infoq.cn/form/?id=1746&utm_source=4&sign=iq_64c9f1e213e56",
"location": "线上",
"name": "大模型时代的 AI 基础设施——百度AI大底座",
"start_time": 1690905600
},
{
"end_time": 1693238399,
"img": "https://static001.infoq.cn/resource/image/d2/70/d289a3fde03151ddc21e9a134a843b70.png",
"link": "https://sf.163.com/lcapcompetition?fromnsf=qzzu_SELF_INFO_m_infoq_23ddmdsinfoq",
"location": "线上",
"name": "2023网易低代码大赛",
"start_time": 1686844800
},
{
"end_time": 1684252799,
"img": "https://static001.infoq.cn/resource/image/59/8b/59c58407651ca6275a3c3b7f40db318b.jpg",
"link": "https://live.infoq.cn/room/1758?utm_source=infoq-web&utm_medium=rightbanner",
"location": "线上",
"name": "金融企业的数字化转型秘钥",
"start_time": 1684166400
},
{
"end_time": 1683993599,
"img": "https://static001.infoq.cn/resource/image/72/13/7270cf7fb9782b02550cf3291d43a513.jpg",
"link": "https://www.infoq.cn/event/?id=262&utm_source=guanwang&sign=iq_6440e2058c94b",
"location": "北京",
"name": "出海领航｜数据战略创新驱动业务增长",
"start_time": 1683907200
},
{
"end_time": 1682870399,
"img": "https://static001.infoq.cn/resource/image/e1/99/e1eabe46d33074c03b3f91b0c9939999.jpg",
"link": "https://www.infoq.cn/minibook/Is534v4mBvUmgC1uJEdc",
"location": "线上",
"name": "腾讯大规模云原生技术实践案例集",
"start_time": 1679932800
},
{
"end_time": 1679500799,
"img": "https://static001.infoq.cn/resource/image/d4/d0/d451e80da1422c401c7c69a64a7791d0.jpg",
"link": "https://www.nvidia.cn/gtc-global/sessions/china-ai-day/?ncid=pa-dis-othe-205289",
"location": "线上",
"name": "GTC 大会热门会议精选",
"start_time": 1679414400
},
{
"end_time": 1682870399,
"img": "https://static001.infoq.cn/resource/image/30/25/3012263d0391f1d6eb801ff836639025.jpg",
"link": "https://www.industrial-bigdata.com/Competition",
"location": "线上",
"name": "大数据建模预测技术实赛演练正在进行中！",
"start_time": 1676390400
},
{
"end_time": 1672156799,
"img": "https://static001.infoq.cn/resource/image/bf/33/bf86f775aa09a22d6e87d0462449b633.jpg",
"link": "https://dev.amazoncloud.cn/activity/activityDetail?id=63959a6132e83b0359766ff9",
"location": "线上",
"name": "数据与机器学习：面向未来的数据战略",
"start_time": 1672070400
},
{
"end_time": 1671551999,
"img": "https://static001.infoq.cn/resource/image/d1/7a/d1dc55ef96919aa6286767a0e31f137a.jpg",
"link": "https://www.awsevents.cn/reInvent2022/roving-exhibition.aspx?code=b29c46ea7b874cbb8310b53921670f9e&s=7982&smid=15648",
"location": "北京",
"name": "构建者之夜：用一朵云探索技术新边界",
"start_time": 1671465600
},
{
"end_time": 1668787199,
"img": "https://static001.infoq.cn/resource/image/d4/3e/d414d2f3c0feb7cae2a32803c9b1953e.jpg",
"link": "https://www.infoq.cn/form/?id=1265",
"location": "线上",
"name": "《中国企业数智化创新TOP50 》",
"start_time": 1667750400
},
{
"end_time": 1681833599,
"img": "https://static001.infoq.cn/resource/image/69/f1/694cc0a66b82c55216fe5be7b575e5f1.jpg",
"link": "https://www.volcengine.com/event/force-spring?utm_source=social&utm_medium=chuanbo_nocontact&utm_term=infoq&utm_campaign=20230418&utm_content=springforce",
"location": "线上",
"name": "2023春季火山引擎FORCE原动力大会",
"start_time": 1681747200
},
{
"end_time": 1682524799,
"img": "https://static001.infoq.cn/resource/image/11/f0/11ce3bc00389596a57d09fa9873900f0.jpg",
"link": "https://www.infoq.cn/event/?id=264&utm_source=hddby&sign=iq_643e136988c34",
"location": "杭州",
"name": "蚂蚁集团数字科技开发者大会 · 2023",
"start_time": 1682438400
},
{
"end_time": 1681919999,
"img": "https://static001.infoq.cn/resource/image/30/50/30979d04a9b03377ddbcd01a1f1d1850.jpg",
"link": "https://www.infoq.cn/event/?id=263",
"location": "北京",
"name": "OpenHarmony 开发者大会 2023",
"start_time": 1681833600
},
{
"end_time": 1672156799,
"img": "https://static001.infoq.cn/resource/image/c3/cd/c3af01a108dbdbc66127843a61531dcd.jpg",
"link": "https://app.jingsocial.com/microFrontend/leadGeneration/jsf-leads/list/webinar/AF8YFe4LVVkzAoL8GTTi9Y/dPFWGd7HbwrT3khbgPfKum",
"location": "线上",
"name": "研发效率提升与可观测体系建设",
"start_time": 1672070400
},
{
"end_time": 1667923199,
"img": "https://static001.infoq.cn/resource/image/2e/7a/2ef2160e5b4a15yy92bc1b84b358yy7a.jpeg",
"link": "https://services.google.cn/fb/forms/1108next22/?channel=infoq",
"location": "线上",
"name": "Google Cloud Next 中文精选课",
"start_time": 1667836800
},
{
"end_time": 1667577599,
"img": "https://static001.infoq.cn/resource/image/87/cd/873bf0e3965bba90601449aea4f4c3cd.jpg",
"link": "https://www.huaweicloud.com/lab/data/luntan.html",
"location": "杭州",
"name": "华为云数智高峰论坛",
"start_time": 1667491200
},
{
"end_time": 1667491200,
"img": "https://static001.infoq.cn/resource/image/9b/53/9bb2b6dd90f2083d809e7d2b67cbb453.jpg",
"link": "https://www.bagevent.com/event/sales/kdxhshikk7fixlcaf4rg9uqxf6qmwr34",
"location": "线上",
"name": "RTE2022 第八届实时互联网大会",
"start_time": 1667232000
},
{
"end_time": 1667577600,
"img": "https://static001.infoq.cn/resource/image/c9/97/c9abc8ef3298c095f13689741f428497.jpg",
"link": "https://openanolis.cn/summitMeeting",
"location": "杭州云栖小镇国际会展",
"name": "2022云栖大会龙蜥操作系统峰会",
"start_time": 1667404800
},
{
"end_time": 1669737600,
"img": "https://static001.infoq.cn/resource/image/01/3f/01dc280a768yy70f2aaa009c08f75d3f.jpeg",
"link": "https://datayi.cn/w/GR4vgygo",
"location": "线上",
"name": "2022中国企业敏捷实践调研全面启动",
"start_time": 1666281600
},
{
"end_time": 1666799999,
"img": "https://static001.infoq.cn/resource/image/5c/81/5c889ef6c2dfbf94c4f48b8e3f47e581.jpg",
"link": "https://static001.geekbang.org/resource/image/37/cb/376438fe7496af1596dcd1e1bc6d8dcb.png",
"location": "视频号",
"name": "YMatrix 5.0 新品发布会",
"start_time": 1666713600
},
{
"end_time": 1665503999,
"img": "https://static001.infoq.cn/resource/image/7d/7f/7d02690f3b83682719f69f36a47ba87f.png",
"link": "https://home.netease.im/promotion/innovation2022",
"location": "线上",
"name": "网易云信 Innovation 2022 开发者大赛",
"start_time": 1663776000
},
{
"end_time": 1664035199,
"img": "https://static001.infoq.cn/resource/image/40/93/4031be87ff4495608a4e8c72ed233c93.jpg",
"link": "https://survey.aliyun.com/apps/zhiliao/-NasGL9m3",
"location": "广州",
"name": "OceanBase Meetup 广州站",
"start_time": 1663516800
},
{
"end_time": 1664035199,
"img": "https://static001.infoq.cn/resource/image/45/74/4553ac06ae495382409c09489eb0e974.png",
"link": "https://summitasia2022infoq.starrocks.com",
"location": "线上",
"name": "StarRocks Summit Asia 2022",
"start_time": 1663948800
},
{
"end_time": 1662047999,
"img": "https://static001.infoq.cn/resource/image/b0/f4/b0b22daef32a0affa031f7d013057af4.png",
"link": "https://datayi.cn/w/a9B3Z7wR",
"location": "线上",
"name": "企业服务行业研发管理解决方案发布会",
"start_time": 1661961600
},
{
"end_time": 1661270400,
"img": "https://static001.infoq.cn/resource/image/5e/9e/5e86555d83a40c531919ec39e38b279e.jpg",
"link": "https://opensource.alibaba.com/collection/osweek2022#asoc",
"location": "线上",
"name": "阿里巴巴开源开放周",
"start_time": 1661097600
},
{
"end_time": 1660665599,
"img": "https://static001.infoq.cn/resource/image/69/bb/6921feca8052910ca9e0da42d9ca00bb.jpg",
"link": "https://app.jingsocial.com/microFrontend/leadGeneration/jsf-leads/list/seminar/NStgRxTWXMFTfBRockKi54/n4C9K5FnnnJUyxTcH3LejM",
"location": "北京",
"name": "SUSECON 北京 2022",
"start_time": 1660579200
},
{
"end_time": 1663257599,
"img": "https://static001.infoq.cn/resource/image/b9/54/b9de045280504b10eb7299d274df6154.jpg",
"link": "https://www.infoq.cn/form/?id=1198&utm_source=gw&sign=iq_6319b6f8c9040",
"location": "线上",
"name": "Kyligence 2022 秋季线上论坛",
"start_time": 1663171200
},
{
"end_time": 1660406399,
"img": "https://static001.infoq.cn/resource/image/95/99/955562245afddc63235e2054c619fe99.jpg",
"link": "https://www.taosdata.com/events/tdcon2022?utm_source=infoq&utm_medium=event&utm_campaign=tdcon2022",
"location": "北京",
"name": "TDengine 开发者大会",
"start_time": 1660320000
},
{
"end_time": 1658937599,
"img": "https://static001.infoq.cn/resource/image/b0/49/b0f8a4ce0e4b55048b07b9fa48c96e49.jpg",
"link": "https://xie.infoq.cn/article/c6dcbcac25f3778008dc0a81d",
"location": "线上",
"name": "小红书技术对话",
"start_time": 1658851200
},
{
"end_time": 1658937599,
"img": "https://static001.infoq.cn/resource/image/37/yy/37168630c2882711c56e74225ee5f2yy.jpg",
"link": "https://mp.weixin.qq.com/s/i7rec4dYdAXI375saiZeQg",
"location": "北京",
"name": "2022开放原子全球开源峰会龙蜥专场",
"start_time": 1658851200
},
{
"end_time": 1658591999,
"img": "https://static001.infoq.cn/resource/image/17/07/17ff78e333920ee4d44a7737c0779507.jpg",
"link": "https://conf.juejin.cn/xdc2022/?utm_source=infoq#s2",
"location": "线上",
"name": "稀土开发者大会",
"start_time": 1658419200
},
{
"end_time": 1664380800,
"img": "https://static001.infoq.cn/resource/image/2c/ff/2cc082a108813bf4cfe277c7da4a7aff.png",
"link": "https://www.infoq.cn/event/?id=235",
"location": "线上",
"name": "飞桨黑客马拉松 第三期",
"start_time": 1656864000
},
{
"end_time": 1656518399,
"img": "https://static001.infoq.cn/resource/image/0b/0e/0b47b188aff652f7bc8b0bb8a33b940e.jpg",
"link": "https://tapdata.net/tapdata-LDP-launch-event.html",
"location": "线上",
"name": "Tapdata LDP 产品发布暨开源说明会",
"start_time": 1656432000
},
{
"end_time": 1657382399,
"img": "https://static001.infoq.cn/resource/image/52/22/52e48d297c5d725ec03e825ddcb81e22.png",
"link": "https://mp.weixin.qq.com/s/pPafW2_wMprRh_RW1vlGWw",
"location": "北京",
"name": "ITCP联盟“架构”主题开放性大会",
"start_time": 1657296000
},
{
"end_time": 1656863999,
"img": "https://static001.infoq.cn/resource/image/2y/7c/2yyaf4ba00f96b57c94ab8eb525bcc7c.jpg",
"link": "https://xie.infoq.cn/article/be47a5e41e3b5c75ead7f1c00",
"location": "线上",
"name": "火山引擎开发者社区征文大赛",
"start_time": 1654790400
},
{
"end_time": 1656086399,
"img": "https://static001.infoq.cn/resource/image/50/89/50a44a422e8b885c7e7f6f06ddc48389.jpg",
"link": "https://www.infoq.cn/form/?id=1044&utm_source=hddby&sign=iq_62a80575c32cb",
"location": "线上",
"name": "面向体验的视频云-火山引擎增长沙龙",
"start_time": 1656000000
},
{
"end_time": 1655913599,
"img": "https://static001.infoq.cn/resource/image/15/b9/15d8102b3f97e099a82d1010585338b9.jpg",
"link": "https://www.infoq.cn/event/?id=227&utm_source=hd&sign=iq_62a0dbf6289a4",
"location": "线上",
"name": "2022 OpenCloudOS 社区开放日",
"start_time": 1655827200
},
{
"end_time": 1656604799,
"img": "https://static001.infoq.cn/resource/image/fb/47/fbaae22a09682f707c102e2aa1311847.png",
"link": "https://gitee.com/activity/9th/",
"location": "线上",
"name": "Gitee 9 周年，以有源之水，引万物生长",
"start_time": 1653580800
},
{
"end_time": 1653062399,
"img": "https://static001.infoq.cn/resource/image/e0/ca/e0beyy709dd8b4d54cbb69103276e3ca.png",
"link": "https://www.infoq.cn/event/?id=226&utm_source=hddby&sign=iq_627e147087158",
"location": "北京",
"name": "WAVE SUMMIT 2022 深度学习开发者峰会",
"start_time": 1652976000
},
{
"end_time": 1650038400,
"img": "https://static001.infoq.cn/resource/image/2d/86/2db870b36b19f82218b537402b93ae86.jpg",
"link": "https://dive.infoq.cn/2021/beijing",
"location": "线上",
"name": "DIVE 全球基础软件创新大会",
"start_time": 1649952000
},
{
"end_time": 1655567999,
"img": "https://static001.infoq.cn/resource/image/39/c0/3929995e7d2032ca8bc280da55718fc0.jpg",
"link": "https://www.infoq.cn/minibook/O8BNoAf7iKAGqKzmMJ2w",
"location": "线上",
"name": "超低延时直播白皮书下载",
"start_time": 1654963200
},
{
"end_time": 1649347199,
"img": "https://static001.infoq.cn/resource/image/97/ff/97d4301eda24df6cf451d6d69a886cff.jpg",
"link": "https://live.infoq.cn/room/1369",
"location": "线上",
"name": "《数据 Cool 谈》 第4期",
"start_time": 1649260800
},
{
"end_time": 1649260799,
"img": "https://static001.infoq.cn/resource/image/94/d2/94c1c28c2d0511f6e83d6df7d90d22d2.jpg",
"link": "https://live.infoq.cn/room/1374",
"location": "线上",
"name": "头号云话题：进击的开源操作系统",
"start_time": 1649174400
},
{
"end_time": 1656086399,
"img": "https://static001.infoq.cn/resource/image/26/c6/261e08b762b70634ce4ea332eebc11c6.jpg",
"link": "https://www.infoq.cn/event/?id=220&utm_source=hd&sign=iq_6220daec95bce",
"location": "北京",
"name": "云数据库的架构设计与技术演进专场",
"start_time": 1656000000
},
{
"end_time": 1656086399,
"img": "https://static001.infoq.cn/resource/image/30/92/30855fdd90ef86706c70bed295be0b92.jpg",
"link": "https://www.infoq.cn/event/?id=219&utm_source=hd&sign=iq_6220d3a70dc6d",
"location": "北京",
"name": "企业云原生成本优化最佳实践专场",
"start_time": 1656000000
},
{
"end_time": 1641657600,
"img": "https://static001.infoq.cn/resource/image/f8/88/f874b150cfc8e234fb382c222d6cfc88.png",
"link": "https://developer.aliyun.com/special/ffa2021/live",
"location": "线上",
"name": "Flink Forward Asia 2021 峰会",
"start_time": 1641571200
},
{
"end_time": 1641484799,
"img": "https://static001.infoq.cn/resource/image/a6/2b/a64c9b98dde31fe3850f93744720eb2b.jpg",
"link": "https://live.infoq.cn/room/1267",
"location": "线上",
"name": "DC2021 分布式数据库开发者大会",
"start_time": 1641398400
},
{
"end_time": 1647964799,
"img": "https://static001.infoq.cn/resource/image/24/b7/243eeb97ae454057f1c9560e7ce73ab7.jpg",
"link": "https://www.infoq.cn/form/?id=881",
"location": "线上",
"name": "【参与有奖】Red Hat IDC 业务价值白皮书",
"start_time": 1647273600
},
{
"end_time": 1626624000,
"img": "https://static001.infoq.cn/resource/image/8d/bd/8d43034b3b26906f8f0c68e100c574bd.jpg",
"link": "https://www.infoq.cn/event/?id=184",
"location": "线上",
"name": "平安科技高校挑战赛",
"start_time": 1623254400
},
{
"end_time": 1576166399,
"img": "https://static001.infoq.cn/resource/image/28/ae/283ae28141e197c05a69d7144011b1ae.jpg",
"link": "https://www.geekbang.org/page/aws2019.html?utm_source=infoq&utm_medium=specialtopic",
"location": "上海",
"name": "亚马逊云科技技术专区",
"start_time": 1576080000
},
{
"end_time": 1574697599,
"img": "https://static001.infoq.cn/resource/image/43/6d/43ac3623d95c0c0d2e98c04756c4d46d.jpg",
"link": "https://www.infoq.cn/zones/talkingdata/2019/t11/",
"location": "北京",
"name": "T11数据智能峰会",
"start_time": 1574611200
},
{
"end_time": 1592668799,
"img": "https://static001.infoq.cn/resource/image/77/56/77983803e1e48c2b822cb8fc00790d56.jpg",
"link": "https://www.infoq.cn/zones/huawei/shengteng/",
"location": "杭州",
"name": "华为昇腾技术沙龙",
"start_time": 1592582400
},
{
"end_time": 1564761599,
"img": "https://static001.infoq.cn/resource/image/c4/a7/c45a97169699bfd58a85b89292bfb0a7.jpg",
"link": "https://www.infoq.cn/zones/intel/2019/ai.html?utm_campaign=2019_q4_dcg_ai&utm_source=infoq&utm_medium=display_banner&utm_content=ai",
"location": "线上",
"name": "Intel AI",
"start_time": 1564675200
},
{
"end_time": 1567871999,
"img": "https://static001.infoq.cn/resource/image/0f/e5/0f7eeb8c8e828a1153bccd81be8fa7e5.jpg",
"link": "https://www.infoq.cn/zones/huawei/cloudnativedays.html",
"location": "南京",
"name": "华为云 MeetUp",
"start_time": 1567785600
},
{
"end_time": 1543075199,
"img": "https://static001.infoq.cn/resource/image/36/42/361cyy0d3345298ee32d91b3ab4e9442.jpg",
"link": "https://www.geekbang.org/page/thunderchain.html",
"location": "上海",
"name": "迅雷链技术专区",
"start_time": 1542988800
},
{
"end_time": 1544889599,
"img": "https://static001.infoq.cn/resource/image/73/ed/735d47d1144e550cce1d635bb48481ed.jpg",
"link": "https://cloud.tencent.com/developer/conf/2018-beijing?channel=tbzt",
"location": "北京",
"name": "云+社区开发者大会",
"start_time": 1544803200
},
{
"end_time": 1611331199,
"img": "https://static001.infoq.cn/resource/image/71/28/713c4225c9b2b6f76febd8b391631a28.jpg",
"link": "https://www.infoq.cn/zones/huawei/cloud/",
"location": "北京",
"name": "华为云5G+X联创营",
"start_time": 1611244800
},
{
"end_time": 1607788799,
"img": "https://static001.infoq.cn/resource/image/77/56/77983803e1e48c2b822cb8fc00790d56.jpg",
"link": "https://www.infoq.cn/zones/huawei/devrun.html",
"location": "珠海",
"name": "华为云 DevRun 专区",
"start_time": 1607702400
},
{
"end_time": 1599148799,
"img": "https://static001.infoq.cn/resource/image/46/ec/46fbffbf4fb530315eaa169ae7e5e6ec.jpg",
"link": "https://www.infoq.cn/zones/microsoft/?utm_source=guanwang&utm_medium=0831",
"location": "线上",
"name": "微软技术专区",
"start_time": 1599062400
},
{
"end_time": 1639756799,
"img": "https://static001.infoq.cn/resource/image/96/d8/964639b427776db5368ff2a173a043d8.jpg",
"link": "https://www.infoq.cn/zones/baidu-salon/",
"location": "北京",
"name": "百度技术沙龙",
"start_time": 1639670400
},
{
"end_time": 1645977599,
"img": "https://static001.infoq.cn/resource/image/3f/05/3fecb9e2d446abf609e9cf711e61db05.jpg",
"link": "https://www.infoq.cn/zones/TechReview2021/",
"location": "线上",
"name": "2021 InfoQ 年度技术盘点与展望",
"start_time": 1643040000
},
{
"end_time": 1644076799,
"img": "https://static001.infoq.cn/resource/image/72/7c/7294e60ebf8e5ae85d5730b5aaa7e27c.png",
"link": "https://www.infoq.cn/event/?id=217&utm_source=gb&sign=iq_61f0b62007217",
"location": "线上",
"name": "2021中国数字经济灯塔奖 获奖名单公布",
"start_time": 1643040000
},
{
"end_time": 1650988799,
"img": "https://static001.infoq.cn/resource/image/30/92/30855fdd90ef86706c70bed295be0b92.jpg",
"link": "https://www.infoq.cn/event/?id=219&utm_source=hd&sign=iq_6220d3a70dc6d",
"location": "北京",
"name": "企业云原生成本优化最佳实践专场·",
"start_time": 1650902400
},
{
"end_time": 1648742399,
"img": "https://static001.infoq.cn/resource/image/3c/70/3cd7a69b044df8d2280da05344992a70.png",
"link": "https://b.geekbang.org/con/dtds/202203/online?utm_source=infoq&utm_medium=event&utm_campaign=dtdslive&gk_source=2022031401infoqevent",
"location": "线上",
"name": "DTDS 全球数字人才发展线上峰会",
"start_time": 1648656000
},
{
"end_time": 1650988799,
"img": "https://static001.infoq.cn/resource/image/26/c6/261e08b762b70634ce4ea332eebc11c6.jpg",
"link": "https://www.infoq.cn/event/?id=220&utm_source=hd&sign=iq_6220daec95bce",
"location": "北京",
"name": "云数据库的架构设计与技术演进专场·",
"start_time": 1650902400
},
{
"end_time": 1650124799,
"img": "https://static001.infoq.cn/resource/image/2d/86/2db870b36b19f82218b537402b93ae86.jpg",
"link": "https://dive.infoq.cn/2021/beijing",
"location": "线上",
"name": "DIVE 全球基础软件创新大会",
"start_time": 1649952000
},
{
"end_time": 1651161599,
"img": "https://static001.infoq.cn/resource/image/2d/46/2dc27869cccf20ff71e38a745e45fe46.jpeg",
"link": "https://www.guance.com/productrelease",
"location": "线上",
"name": "专为IT工程师定制｜2022观测云产品发布会",
"start_time": 1651075200
},
{
"end_time": 1653148799,
"img": "https://static001.infoq.cn/resource/image/8d/af/8daa9543de9668d8136db9d0526567af.jpg",
"link": "https://app.ma.scrmtech.com/meetings/MeetingPc/Detail?pf_uid=27715_2095&id=58292&source=2&pf_type=3&channel_id=28603&channel_name=InfoQ&tag_id=e227c32eddab16f3",
"location": "线上",
"name": "TDengine用户案例专场",
"start_time": 1653062400
},
{
"end_time": 1656604799,
"img": "https://static001.infoq.cn/resource/image/3e/c1/3eaa69eb89184ab16531402e2b4aa5c1.jpg",
"link": "https://www.infoq.cn/minibook/gSVX7kVxVd1CIgfDSLD9?id=973&utm_source=gw&sign=iq_628470f6ed9ec",
"location": "线上",
"name": "2021年中国分布式数据库市场报告",
"start_time": 1653235200
},
{
"end_time": 1656518400,
"img": "https://static001.infoq.cn/resource/image/bf/51/bf18022yy2616cd9d55dfbcaa4b1c951.jpg",
"link": "https://www.infoq.cn/minibook/zH4ITB3UzibuYg3UTxyB",
"location": "线上",
"name": "腾讯云原生路线图手册",
"start_time": 1652716800
},
{
"end_time": 1657900799,
"img": "https://static001.infoq.cn/resource/image/c1/2e/c17aab59632dc41aaa5aeaa0429ce82e.jpg",
"link": "https://www.infoq.cn/event/?id=232&utm_source=gw&sign=iq_62c29c5f81751",
"location": "深圳",
"name": "腾讯自研业务大规模云原生实践专场",
"start_time": 1657814400
},
{
"end_time": 1658937599,
"img": "https://static001.infoq.cn/resource/image/d9/d0/d952785ef4fe64yy390ac0fa8c93f6d0.png",
"link": "https://mp.weixin.qq.com/s/gNlVUcSNfRh6OwhwKP-2Dw",
"location": "线上",
"name": "研发效能黄金三角及需求与敏捷协作领域实践",
"start_time": 1658851200
},
{
"end_time": 1658851199,
"img": "https://static001.infoq.cn/resource/image/6c/5d/6cd448341929757b0904d9ac0da0705d.jpg",
"link": "https://live.infoq.cn/room/1526",
"location": "线上",
"name": "分布式数据库在金融核心场景落地实践",
"start_time": 1658764800
},
{
"end_time": 1659283199,
"img": "https://static001.infoq.cn/resource/image/46/ab/46d2c7e473b216df11592719f9f348ab.jpg",
"link": "https://www.infoq.cn/event/?id=236",
"location": "广州",
"name": "腾讯自研业务大规模云原生实践专场",
"start_time": 1659196800
},
{
"end_time": 1658505599,
"img": "https://static001.infoq.cn/resource/image/71/34/714e4b9387daf584544cbc202038fe34.png",
"link": "https://www.aliyun.com/page-source/tianchi/promotion/RocketMQ_Summit2022",
"location": "线上",
"name": "RocketMQ Summit 全球开发者峰会",
"start_time": 1658332800
},
{
"end_time": 1657987199,
"img": "https://static001.infoq.cn/resource/image/12/e4/128752cb4b0fe89564d9ed26737b9de4.jpg",
"link": "https://www.infoq.cn/event/?id=233&utm_source=gw&sign=iq_62c28993c5b5d",
"location": "深圳",
"name": "企业云上管理与治理专场",
"start_time": 1657900800
},
{
"end_time": 1657814399,
"img": "https://static001.infoq.cn/resource/image/4f/fa/4fb53f9599990098cc3590b3ea7c0afa.jpg",
"link": "https://live.infoq.cn/room/1520",
"location": "线上",
"name": "新知·音视频技术公开课 第五期",
"start_time": 1657728000
},
{
"end_time": 1660838399,
"img": "https://static001.infoq.cn/resource/image/08/bf/080d6253808cb41011be166578yy4fbf.jpg",
"link": "https://www.infoq.cn/event/?id=219",
"location": "北京",
"name": "企业云原生成本优化最佳实践专场",
"start_time": 1660752000
},
{
"end_time": 1660924799,
"img": "https://static001.infoq.cn/resource/image/8a/53/8a46a5a1bc2fa426f6929673238b5a53.jpg",
"link": "https://www.infoq.cn/event/?id=239",
"location": "线上",
"name": "腾讯云大数据峰会暨Techo TVP开发者峰会",
"start_time": 1660838400
},
{
"end_time": 1660147199,
"img": "https://static001.infoq.cn/resource/image/0e/62/0eb00cbf52abb2186601f9e69e5d5c62.jpg",
"link": "https://www.infoq.cn/event/?id=237",
"location": "深圳",
"name": "2022 OceanBase 年度发布会",
"start_time": 1660060800
},
{
"end_time": 1660233599,
"img": "https://static001.infoq.cn/resource/image/9f/6f/9f328460d64d729e48370f21d054976f.jpg",
"link": "https://www.infoq.cn/event/?id=238",
"location": "深圳",
"name": "2022阿里云飞天科技峰会",
"start_time": 1660147200
},
{
"end_time": 1660233599,
"img": "https://static001.infoq.cn/resource/image/90/8e/90f1b4260fd376ea48edef3962dafe8e.png",
"link": "https://xie.infoq.cn/article/01cd0581e3d7bae0f75027d0a",
"location": "线上",
"name": "ONES 研发管理大师课",
"start_time": 1659974400
},
{
"end_time": 1667145599,
"img": "https://static001.infoq.cn/resource/image/yy/2e/yy63948fb2c360db81223155ffc7302e.jpg",
"link": "https://www.infoq.cn/event/?id=246",
"location": "北京",
"name": "腾讯云原生最佳实践专场",
"start_time": 1667059200
},
{
"end_time": 1664207999,
"img": "https://static001.infoq.cn/resource/image/6a/e5/6aeba4feyye7285e5a9230ed3eea3ae5.jpg",
"link": "https://live.infoq.cn/room/1578",
"location": "线上",
"name": "自研数据库技术破局与最佳实践",
"start_time": 1664121600
},
{
"end_time": 1667923199,
"img": "https://static001.infoq.cn/resource/image/df/5a/dff2c1276bac4b4f487ca0182a08d85a.jpg",
"link": "https://live.infoq.cn/room/1605",
"location": "线上",
"name": "自研数据库技术破局与最佳实践",
"start_time": 1667836800
},
{
"end_time": 1669478399,
"img": "https://static001.infoq.cn/resource/image/fb/18/fbf1f9cc7ec6ca06a3c17e182b6fb018.jpg",
"link": "https://www.infoq.cn/event/?id=250",
"location": "上海",
"name": "实时音视频技术在抖音上的深度磨砺专场",
"start_time": 1669392000
},
{
"end_time": 1669391999,
"img": "https://static001.infoq.cn/resource/image/83/e8/83235dc18c07yy5b20bb1d67f4d525e8.jpg",
"link": "https://www.infoq.cn/event/?id=249&utm_source=hsss&sign=iq_637336d57aa28",
"location": "上海",
"name": "腾讯自研业务大规模云原生实践专场",
"start_time": 1669305600
},
{
"end_time": 1668959999,
"img": "https://static001.infoq.cn/resource/image/a0/cf/a0bf8117a778385df8744669ca0d67cf.jpg",
"link": "https://www.infoq.cn/form/?id=1277&utm_source=web&utm_medium=hd&sign=iq_636a1a0e02ff2",
"location": "线上",
"name": "Pulsar Summit Asia 2022",
"start_time": 1668787200
},
{
"end_time": 1669391999,
"img": "https://static001.infoq.cn/resource/image/22/97/22f0606ea24861e118b3edyyc6d31c97.jpg",
"link": "https://www.infoq.cn/form/?id=1278&utm_source=gw&sign=iq_636e197618943",
"location": "上海·宏安瑞士大酒店",
"name": "QCon上海-网易智企专场",
"start_time": 1669305600
},
{
"end_time": 1669478400,
"img": "https://static001.infoq.cn/resource/image/58/67/586759c3451398bca513265fe8301467.jpg",
"link": "https://developer.aliyun.com/special/ffa2022",
"location": "线上",
"name": "Flink Forward Asia 2022",
"start_time": 1669392000
},
{
"end_time": 1666886399,
"img": "https://static001.infoq.cn/resource/image/29/0e/294354bf979912e69cda609a4441f70e.jpg",
"link": "https://www.infoq.cn/event/?id=245",
"location": "线上",
"name": "数字化转型第一步，“低代码”搭建更靠谱！",
"start_time": 1666800000
},
{
"end_time": 1667145599,
"img": "https://static001.infoq.cn/resource/image/d6/da/d6441fa0109e3efafb44eb60974066da.jpg",
"link": "https://www.infoq.cn/event/?id=244",
"location": "线上直播",
"name": "云无界，端无边 OGeek 技术峰会",
"start_time": 1666972800
},
{
"end_time": 1669910399,
"img": "https://static001.infoq.cn/resource/image/70/4b/70577884a67ee322204149b85a024b4b.jpg",
"link": "https://live.infoq.cn/room/1641",
"location": "线上",
"name": "DBTalk 第五期",
"start_time": 1669824000
},
{
"end_time": 1671638399,
"img": "https://static001.infoq.cn/resource/image/dd/12/ddc5793176743b217528e2a26c5eaf12.jpg",
"link": "https://live.infoq.cn/room/1653",
"location": "线上",
"name": "高科制造类项目研发如何软硬协同、敏捷提效",
"start_time": 1671552000
},
{
"end_time": 1670774399,
"img": "https://static001.infoq.cn/resource/image/6a/a7/6af9a7694971c586048a004b124345a7.jpg",
"link": "https://www.infoq.cn/minibook/RuveM045ptfTNKwfeq6c?id=1326&utm_source=gw&sign=iq_638957ce4f3dd",
"location": "线上",
"name": "腾讯技术实践精选集",
"start_time": 1669910400
},
{
"end_time": 1672329599,
"img": "https://static001.infoq.cn/resource/image/0d/54/0dc4c07fd11f4e94385e50afdb543354.jpg",
"link": "https://live.infoq.cn/room/1672",
"location": "线上",
"name": "DBTalk第六期",
"start_time": 1671984000
},
{
"end_time": 1675612799,
"img": "https://static001.infoq.cn/resource/image/19/05/19407a3b3bb0c5d681a69c82f712ac05.png",
"link": "https://www.infoq.cn/event/?id=255&utm_source=gw&sign=iq_63d7671a45d19",
"location": "线上",
"name": "QCon北京-现代数据栈建设及思考",
"start_time": 1675008000
},
{
"end_time": 1675612799,
"img": "https://static001.infoq.cn/resource/image/b5/4d/b52de3a6006366d6fc220c16b5ac784d.jpg",
"link": "https://www.infoq.cn/event/?id=254&utm_source=gwg&sign=iq_63d60f639f272",
"location": "线上",
"name": "QCon北京-腾讯云专场@董家冠",
"start_time": 1675008000
},
{
"end_time": 1672156799,
"img": "https://static001.infoq.cn/resource/image/52/b4/52f1e97e4c21c87186e5e1d3yyedbdb4.jpg",
"link": "https://www.infoq.cn/event/?id=253",
"location": "线上",
"name": "2022 云智峰会·智算峰会",
"start_time": 1672070400
},
{
"end_time": 1671984000,
"img": "https://static001.infoq.cn/resource/image/1b/2f/1b7eaa4097c90b3fe8657227a600172f.jpg",
"link": "https://www.infoq.cn/form/?id=1328&utm_source=activity&sign=iq_6389a90914ca9",
"location": "北京、线上",
"name": "百度百舸·AI 异构计算平台",
"start_time": 1669910400
},
{
"end_time": 1680191999,
"img": "https://static001.infoq.cn/resource/image/3b/58/3bf1e0124aa9e80df9f4b274aae5db58.jpg",
"link": "https://www.infoq.cn/event/?id=261",
"location": "线上",
"name": "腾讯云直播课 安全篇",
"start_time": 1680105600
},
{
"end_time": 1678550399,
"img": "https://static001.infoq.cn/resource/image/b9/87/b9c76bd730d5bbd2f326cafbf1bb5787.jpg",
"link": "https://www.infoq.cn/event/?id=248",
"location": "北京",
"name": "OGeek 小布沙龙",
"start_time": 1678464000
},
{
"end_time": 1679673599,
"img": "https://static001.infoq.cn/resource/image/31/dd/317230139b0dbe53e09115a73ec572dd.jpg",
"link": "https://www.infoq.cn/event/?id=259&utm_source=hddby&sign=iq_640fd4ea03e7f",
"location": "北京",
"name": "阿里云瑶池数据库峰会 • 北京",
"start_time": 1679587200
},
{
"end_time": 1679759999,
"img": "https://static001.infoq.cn/resource/image/3a/66/3a6aac32e153f0037132bb067a0ccd66.jpg",
"link": "https://www.oceanbase.com/devcon2023?utm_source=infoq&utm_medium=pc&utm_campaign=dc2023&utm_term=homebanner",
"location": "北京",
"name": "OceanBase开发者大会 · 2023",
"start_time": 1679673600
},
{
"end_time": 1682006399,
"img": "https://static001.infoq.cn/resource/image/d2/e3/d223bc5b37623329d614ce98408899e3.png",
"link": "https://xie.infoq.cn/article/a2bb8290ef4e9ba436e04dbdc",
"location": "线上",
"name": "《中国企业软件研发管理白皮书》",
"start_time": 1681920000
},
{
"end_time": 1687881600,
"img": "https://static001.infoq.cn/resource/image/1a/41/1a797cc09be8f79a58041b5c944be641.jpg",
"link": "https://summit.awsevents.cn/2023/form.html?source=A1Jmo+hFUc3p2QU//2KWmu/axcY5zRDRzaPxMrZTjIU=",
"location": "上海",
"name": "2023亚马逊云科技中国峰会··",
"start_time": 1687795200
},
{
"end_time": 1687881600,
"img": "https://static001.infoq.cn/resource/image/1a/41/1a797cc09be8f79a58041b5c944be641.jpg",
"link": "https://summit.awsevents.cn/2023/form.html?source=A1Jmo+hFUc3p2QU//2KWmu/axcY5zRDRzaPxMrZTjIU=",
"location": "上海",
"name": "2023亚马逊云科技中国峰会",
"start_time": 1687795200
},
{
"end_time": 1687017599,
"img": "https://static001.infoq.cn/resource/image/55/7c/55cd06b294721f7e8759579f2eff707c.jpg",
"link": "https://static001.geekbang.org/resource/image/9c/3c/9c24570a3cdaea6f9f1db8b28a3a493c.jpg",
"location": "线上",
"name": "《再谈数据架构》第一期",
"start_time": 1686931200
},
{
"end_time": 1689091199,
"img": "https://static001.infoq.cn/resource/image/2a/d0/2a465b70eaeea5aba10c4e6c3bbb73d0.png",
"link": "https://static001.geekbang.org/resource/image/54/cc/54d7f1049cdf37e4ae1835ece16bbacc.jpg",
"location": "线上",
"name": "数据引擎，One Size Fits All真的能实现么",
"start_time": 1689004800
},
{
"end_time": 1690300799,
"img": "https://static001.infoq.cn/resource/image/fb/2b/fbfba6f97a6e6c90218d35394daf912b.jpg",
"link": "https://static001.geekbang.org/resource/image/f2/8a/f2b2a8cac897dc23a95830ba87999a8a.jpg",
"location": "线上",
"name": "云器科技产品发布会",
"start_time": 1690214400
},
{
"end_time": 1690819199,
"img": "https://static001.infoq.cn/resource/image/63/21/63afb05ba699b993ae1899b6ffbfb921.png",
"link": "https://live.infoq.cn/room/1838",
"location": "线上",
"name": "阿里云智能飞天发布会",
"start_time": 1690732800
},
{
"end_time": 1685289599,
"img": "https://static001.infoq.cn/resource/image/7f/2c/7f66b1f3f7aa26acea890d216b57122c.jpg",
"link": "https://dev.amazoncloud.cn/activity/activityDetail?id=645a17374b2abb2a75068e76&catagoryName=communityDay&sc_medium=owned&sc_campaign=Communityday&sc_channel=InfoQ1",
"location": "深圳",
"name": "亚马逊云科技 Community Day 深圳站",
"start_time": 1685203200
},
{
"end_time": 1693929599,
"img": "https://static001.infoq.cn/resource/image/9d/13/9d6b0bac0dba84097c51a836ef023a13.jpg",
"link": "https://cloud.baidu.com/summit/AIcloudsummit_2023/index.html?track=infoQ",
"location": "北京",
"name": "2023百度云智大会",
"start_time": 1693843200
},
{
"end_time": 1695311999,
"img": "https://static001.infoq.cn/resource/image/e2/be/e2c9728001413b208e0903eee022c0be.png",
"link": "https://www.infoq.cn/form/?id=1763&utm_source=hd&sign=iq_64e85d7f35e01",
"location": "上海",
"name": "Akamai World Tour 2023 上海站",
"start_time": 1695225600
},
{
"end_time": 1694102400,
"img": "https://static001.infoq.cn/resource/image/1a/c5/1a8da5aef7d757e6cc72ff8300f919c5.jpg",
"link": "https://qdrl.qq.com/T9OAntJY",
"location": "深圳",
"name": "2023腾讯全球数字生态大会",
"start_time": 1694016000
},
{
"end_time": 1694534399,
"img": "https://static001.infoq.cn/resource/image/52/0d/52e53bbd519a86yy9201ab96622c1f0d.png",
"link": "https://live.infoq.cn/room/1864?utm_source=infoq-web&utm_medium=hdbanner",
"location": "线上",
"name": "提质增效,数智升级,泛娱企业的研发进化之路",
"start_time": 1694448000
},
{
"end_time": 1698335999,
"img": "https://static001.infoq.cn/resource/image/b4/9e/b41e3ebb3b835f8745b5bcfc8fb3469e.jpg",
"link": "https://www.infoq.cn/event/?id=274&utm_source=123&sign=iq_652e5af976d54",
"location": "线上",
"name": "如何基于AIGC 技术快速开发应用，助力企业",
"start_time": 1698249600
},
{
"end_time": 1701273600,
"img": "https://static001.infoq.cn/resource/image/96/e1/96c324dd2e3904e8c88e8e9c9760c4e1.jpg",
"link": "https://cloud.baidu.com/product/wenxinworkshop?track=InfoQ",
"location": "线上",
"name": "百度文心大模型4.0",
"start_time": 1697817600
},
{
"end_time": 1701359999,
"img": "https://static001.infoq.cn/resource/image/4a/84/4a99774d470387882bc7808d7yy78384.png",
"link": "https://www.infoq.cn/minibook/JrzLW0G9ZMZlppDXmWWi?id=1885&utm_source=gw&sign=iq_653b7ed70c95a",
"location": "线上",
"name": "分布式云行业实践指南",
"start_time": 1698595200
},
{
"end_time": 1698163199,
"img": "https://static001.infoq.cn/resource/image/76/5a/76fe09bdc8c6b013128bb4bc282e2f5a.jpg",
"link": "https://ct.ctrip.com/activitysetupapp/mkt/index/sigfh?popup=close&type=dynamic",
"location": "线上",
"name": "B+携程商旅伙伴大会",
"start_time": 1698076800
},
{
"end_time": 1703952000,
"img": "https://static001.infoq.cn/resource/image/bc/3c/bc3yy75739ef34b57f50f3d48c8f0e3c.png",
"link": "https://www.infoq.cn/event/?id=275",
"location": "线上",
"name": "2023年OceanBase发布会",
"start_time": 1699200000
},
{
"end_time": 1704038399,
"img": "https://static001.infoq.cn/resource/image/c4/3a/c4e71f32aa47ebe48ffe35e421066e3a.png",
"link": "https://xie.infoq.cn/article/65f0fe58bfe5a2bd828a234b5",
"location": "线上",
"name": "技术人的 2023 总结｜有奖征文大赛来袭！",
"start_time": 1701360000
},
{
"end_time": 1703087999,
"img": "https://static001.infoq.cn/resource/image/be/9f/bea0ee740a82595085eb0b2bbec4519f.jpg",
"link": "https://cloud.baidu.com/summit/aicomputing_2023/index.html?track=mkt_InfoQ",
"location": "线下",
"name": "2023百度云智大会•智算大会",
"start_time": 1701273600
},
{
"end_time": 1703001600,
"img": "https://static001.infoq.cn/resource/image/08/e1/08e97acc6b8d066ffc0c021cc4995ae1.jpg",
"link": "https://www.infoq.cn/form/?id=1953&utm_source=wz01&sign=iq_65698a46f3a5d",
"location": "线下",
"name": "2023百度云智大会•智算大会开发者沙龙",
"start_time": 1701360000
},
{
"end_time": 1702828800,
"img": "https://static001.infoq.cn/resource/image/4c/02/4ce5e4234d3bdab6ce7f765cc5e9d502.jpg",
"link": "https://openanolis.cn/openanolisconference",
"location": "北京",
"name": "2023 龙蜥操作系统大会",
"start_time": 1702742400
},
{
"end_time": 1703088000,
"img": "https://static001.infoq.cn/resource/image/4f/e5/4f037904e16c000b17e3f2e9d73ba3e5.png",
"link": "https://www.infoq.cn/form/?id=1979&utm_source=1&sign=iq_657961be4a74fhttps://www.infoq.cn/form/?id=1979&utm_source=1&sign=iq_657961be4a74f",
"location": "线上",
"name": "百度 Comate公开课",
"start_time": 1702396800
},
{
"end_time": 1703952000,
"img": "https://static001.infoq.cn/resource/image/62/54/62668b5abed7ac0c7b0afcc1a3b1c254.jpg",
"link": "https://www.huodongxing.com/event/2730575053800?td=2144095838345",
"location": "北京",
"name": "FFA大会&闭门会",
"start_time": 1700668800
},
{
"end_time": 1702137599,
"img": "https://static001.infoq.cn/resource/image/46/04/46b43918ed8ff11713bcf357e23b6504.jpg",
"link": "https://flink-forward.org.cn",
"location": "北京",
"name": "Flink Forward 2023",
"start_time": 1701964800
}
],
"notice": {
"content": "重磅揭晓｜56 个项目上榜 2023 年度数字化践行者力量榜",
"end_time": 1704038399,
"link": "https://www.infoq.cn/zones/digitalpioneerawards2023/",
"start_time": 1703829600,
"time_now": 1703911805
},
"top": [
{
"alias": " industrynews",
"child_list": [
{
"id": 1164,
"name": "英特尔",
"alias": "",
"type": 1
},
{
"id": 19,
"name": "Google",
"alias": "google",
"type": 1
},
{
"id": 20,
"name": "微软",
"alias": "Microsoft",
"type": 1
},
{
"id": 26,
"name": "亚马逊云科技",
"alias": "AWS",
"type": 1
},
{
"id": 54,
"name": "百度",
"alias": "baidu",
"type": 1
},
{
"id": 61,
"name": "阿里巴巴",
"alias": "alibaba",
"type": 1
},
{
"id": 78,
"name": "腾讯",
"alias": "tencent",
"type": 1
},
{
"id": 145,
"name": "华为",
"alias": "huawei",
"type": 1
},
{
"id": 1167,
"name": "字节跳动",
"alias": "",
"type": 1
},
{
"id": 1215,
"name": "用友",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 147,
"link": "",
"name": "企业动态",
"type": 1
},
{
"alias": "",
"child_list": [
{
"id": 160,
"name": "医疗",
"alias": "medical",
"type": 1
},
{
"id": 1169,
"name": "银行",
"alias": "",
"type": 1
},
{
"id": 1170,
"name": "证券",
"alias": "",
"type": 1
},
{
"id": 1171,
"name": "保险",
"alias": "",
"type": 1
},
{
"id": 1172,
"name": "汽车",
"alias": "",
"type": 1
},
{
"id": 1173,
"name": "工业",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 1168,
"link": "",
"name": "行业深度",
"type": 1
},
{
"alias": "",
"child_list": [
{
"id": 141,
"name": "小程序",
"alias": "applets",
"type": 1
},
{
"id": 1209,
"name": "Android/iOS",
"alias": "",
"type": 1
},
{
"id": 1210,
"name": "架构/框架",
"alias": "",
"type": 1
},
{
"id": 1211,
"name": "工程化",
"alias": "",
"type": 1
},
{
"id": 1212,
"name": "跨端开发",
"alias": "",
"type": 1
},
{
"id": 1213,
"name": "性能优化",
"alias": "",
"type": 1
},
{
"id": 1214,
"name": "音视频（前端）",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 1208,
"link": "",
"name": "大前端",
"type": 1
},
{
"alias": "",
"child_list": [
{
"id": 29,
"name": "数据库",
"alias": "Database",
"type": 1
},
{
"id": 32,
"name": "编程语言",
"alias": "programing-languages",
"type": 1
},
{
"id": 81,
"name": "区块链",
"alias": "Blockchain",
"type": 1
},
{
"id": 1175,
"name": "中间件",
"alias": "",
"type": 1
},
{
"id": 1176,
"name": "操作系统",
"alias": "",
"type": 1
},
{
"id": 1177,
"name": "5G/IoT",
"alias": "",
"type": 1
},
{
"id": 1178,
"name": "音视频（后端）",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 1174,
"link": "",
"name": "后端",
"type": 1
},
{
"alias": "architecture",
"child_list": [
{
"id": 12,
"name": "SOA",
"alias": "soa",
"type": 1
},
{
"id": 70,
"name": "微服务",
"alias": "microservice",
"type": 1
},
{
"id": 1179,
"name": "业务架构",
"alias": "",
"type": 1
},
{
"id": 1180,
"name": "框架",
"alias": "",
"type": 1
},
{
"id": 1181,
"name": "领域驱动设计",
"alias": "",
"type": 1
},
{
"id": 1182,
"name": "多云/混合云",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 8,
"link": "",
"name": "架构",
"type": 1
},
{
"alias": "AI",
"child_list": [
{
"id": 125,
"name": "自动驾驶",
"alias": "Autopilot",
"type": 1
},
{
"id": 127,
"name": "计算机视觉",
"alias": " computing-vision",
"type": 1
},
{
"id": 1183,
"name": "生成式 AI",
"alias": "",
"type": 1
},
{
"id": 1184,
"name": "AI 工程化",
"alias": "",
"type": 1
},
{
"id": 1185,
"name": "机器学习/深度学习",
"alias": "",
"type": 1
},
{
"id": 1186,
"name": "自然语言处理",
"alias": "",
"type": 1
},
{
"id": 1187,
"name": "芯片",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 31,
"link": "",
"name": "AI",
"type": 1
},
{
"alias": "bigdata",
"child_list": [
{
"id": 1188,
"name": "DataOps",
"alias": "",
"type": 1
},
{
"id": 1189,
"name": "数据集成",
"alias": "",
"type": 1
},
{
"id": 1190,
"name": "DataMesh",
"alias": "",
"type": 1
},
{
"id": 1191,
"name": "数据编织",
"alias": "",
"type": 1
},
{
"id": 1192,
"name": "数据湖仓",
"alias": "",
"type": 1
},
{
"id": 1193,
"name": "在离线混部",
"alias": "",
"type": 1
},
{
"id": 1194,
"name": "实时计算",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 15,
"link": "",
"name": "大数据",
"type": 1
},
{
"alias": "",
"child_list": [
{
"id": 21,
"name": "安全",
"alias": "Security",
"type": 1
},
{
"id": 120,
"name": "AIOps",
"alias": "AIOps",
"type": 1
},
{
"id": 1165,
"name": "BizDevOps",
"alias": "BizDevOps",
"type": 1
},
{
"id": 1196,
"name": "DevOps & 平台工程",
"alias": "",
"type": 1
},
{
"id": 1197,
"name": "FinOps",
"alias": "",
"type": 1
},
{
"id": 1198,
"name": "研发效能",
"alias": "",
"type": 1
},
{
"id": 1199,
"name": "可观测",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 1195,
"link": "",
"name": "软件工程",
"type": 1
},
{
"alias": "cloud-computing",
"child_list": [
{
"id": 106,
"name": "云原生",
"alias": "CloudNative",
"type": 1
},
{
"id": 119,
"name": "Serverless",
"alias": "Serverless",
"type": 1
},
{
"id": 1200,
"name": "服务革新",
"alias": "",
"type": 1
},
{
"id": 1201,
"name": "云安全",
"alias": "",
"type": 1
},
{
"id": 1202,
"name": "云端开发",
"alias": "",
"type": 1
},
{
"id": 1203,
"name": "芯片与网络",
"alias": "",
"type": 1
},
{
"id": 1216,
"name": "低代码",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 11,
"link": "",
"name": "云计算",
"type": 1
},
{
"alias": "",
"child_list": [
{
"id": 17,
"name": "开源",
"alias": "opensource",
"type": 1
},
{
"id": 1131,
"name": "技术选型",
"alias": "technology-selection",
"type": 1
},
{
"id": 1160,
"name": "数字化转型",
"alias": "",
"type": 1
},
{
"id": 1205,
"name": "数字人才培养",
"alias": "",
"type": 1
},
{
"id": 1206,
"name": "团队搭建",
"alias": "",
"type": 1
},
{
"id": 1207,
"name": "技术出海",
"alias": "",
"type": 1
}
],
"icon": "",
"id": 1204,
"link": "",
"name": "管理/文化",
"type": 1
},
{
"child_list": [
],
"icon": "",
"id": 0,
"link": "https://www.infoq.cn/theme/207",
"name": "AI 编程助手",
"type": 2
},
{
"child_list": [
],
"icon": "https://static001.infoq.cn/resource/image/90/73/906da8288da450f8732be47ad0120073.png",
"id": 0,
"link": "https://www.infoq.cn/zones/business/?utm_source=infoq-web&utm_medium=header_graybar&utm_term=0126",
"name": "企业会员",
"type": 3
},
{
"child_list": [
],
"icon": "https://static001.infoq.cn/resource/image/52/fa/5248de588832bcf63b5a9570caa2b0fa.png",
"id": 0,
"link": "https://www.infoq.cn/article/CHFMEwL6dcXxxpqx7Avc?utm_source=infoq&utm_medium=header_graybar",
"name": "访谈录报名",
"type": 3
}
]
},
"error": {
},
"extra": {
"cost": 0.025739426,
"request-id": "56284fc642ff44c59ffc0d992e65824e@3@xie"
}
}{
"code": 0,
"data": {
"time": 1703911805
},
"error": {
},
"extra": {
"cost": 0.000059972,
"request-id": "53220ad96e70415bb359719d75dd26d2@3@xie"
}
}{
"code": 0,
"data": {
"id": 33699,
"name": "大模型微调实践",
"sub_count": 0,
"cite_count": 1,
"is_sub": false,
"relation_list": [
]
},
"error": {
},
"extra": {
"cost": 0.013397522,
"request-id": "2e40149eb37f4087be2630d54f72e7c0@3@xie"
}
}{
"code": 0,
"data": {
"author_list": [
{
"uid": 1078842,
"nickname": "后台技术汇",
"avatar": "https://static001.geekbang.org/account/avatar/00/10/76/3a/8a839b9b.jpg",
"active": 1,
"is_early": 3,
"ucode": "881B046DA8EEA9",
"uri": "/u/bryant/",
"author_type": 1,
"vip": 0,
"mood": "InfoQ签约作者、腾讯云社区优秀创作者",
"intro": "",
"is_sub": false
},
{
"uid": 2437020,
"nickname": "三掌柜",
"avatar": "https://static001.geekbang.org/account/avatar/00/25/2f/9c/5be8d796.jpg",
"active": 1,
"is_early": 3,
"ucode": "17BE7513EE0682",
"uri": "/profile/17BE7513EE0682/",
"author_type": 1,
"vip": 0,
"mood": "某某某技术有限责任公司架构师",
"intro": "",
"is_sub": false
},
{
"uid": 3620241,
"nickname": "于仔学技术",
"avatar": "https://static001.geekbang.org/account/avatar/00/37/3d/91/741963ca.jpg",
"active": 1,
"is_early": 0,
"ucode": "D7D8D623835A7F",
"uri": "/profile/D7D8D623835A7F/",
"author_type": 1,
"vip": 0,
"mood": "行动就在当下。",
"intro": "",
"is_sub": false
},
{
"uid": 1057792,
"nickname": "架构精进之路",
"avatar": "https://static001.geekbang.org/account/avatar/00/10/24/00/26431acf.jpg",
"active": 1,
"is_early": 3,
"ucode": "D43D575DAC4243",
"uri": "/u/flyer01126/",
"author_type": 2,
"vip": 0,
"mood": "🏆 InfoQ写作平台-签约作者 🏆",
"intro": "",
"is_sub": false
},
{
"uid": 2065305,
"nickname": "华为云开发者联盟",
"avatar": "https://static001.geekbang.org/account/avatar/00/1f/83/99/ce751136.jpg",
"active": 1,
"is_early": 0,
"ucode": "0A99CCF397BE5D",
"uri": "/profile/0A99CCF397BE5D/",
"author_type": 5,
"vip": 0,
"mood": "提供全面深入的云计算技术干货",
"intro": "",
"is_sub": false
}
],
"label_list": [
{
"id": 34432,
"name": "我和极客时间的故事"
},
{
"id": 8,
"name": "Python"
},
{
"id": 211,
"name": "开源"
},
{
"id": 3,
"name": "Java"
},
{
"id": 264,
"name": "个人成长"
},
{
"id": 238,
"name": "架构"
},
{
"id": 201,
"name": "读书笔记"
},
{
"id": 221,
"name": "学习方法"
},
{
"id": 232,
"name": "程序员"
},
{
"id": 97,
"name": "redis"
},
{
"id": 29545,
"name": "热门推荐"
},
{
"id": 18167,
"name": "热门活动"
},
{
"id": 30432,
"name": "CodeWhisperer"
},
{
"id": 19388,
"name": "亚马逊云科技"
},
{
"id": 192,
"name": "创业"
}
],
"month_author": {
"list": [
],
"title": ""
},
"square_list": [
{
"id": 13,
"index_desc": "Q&A",
"index_icon": "https://static001.infoq.cn/resource/image/88/9e/88ab2e218d41b9360ccdb95a8bac779e.png",
"index_name": "玩转社区",
"type": 2,
"url": ""
},
{
"id": 8,
"index_desc": "精选文章",
"index_icon": "https://static001.infoq.cn/resource/image/3b/01/3bc62710e82ccbec4f1ce6cf53524001.png",
"index_name": "优质合集",
"type": 2,
"url": ""
},
{
"id": 14,
"index_desc": "行业技术资讯",
"index_icon": "https://static001.infoq.cn/resource/image/6c/c1/6ca78714488964cdab94a50c04e033c1.png",
"index_name": "企业号社区",
"type": 2,
"url": ""
}
]
},
"error": {
},
"extra": {
"cost": 0.014166928,
"request-id": "3e63062be6d34579a09fd982115d7401@3@xie"
}
}{
"code": 0,
"data": {
"list": [
{
"id": 246597,
"aid": "603962332713627651",
"aidint": 603962332713627600,
"type": 1,
"views": 0,
"uuid": "96675bee4317997cf7c97a021",
"status": 1,
"publish_time": 1695020064075,
"ctime": 1695020064166,
"utime": 1695020064166,
"vid": "",
"source": 2,
"sub_status": 0,
"ip_address": "湖南",
"score": 1695020064075,
"article_title": "基于Falcon-7B模型的QLoRA微调实操：构建面向心理健康领域的Chatbot",
"article_sharetitle": "基于Falcon-7B模型的QLoRA微调实操：构建面向心理健康领域的Chatbot",
"article_subtitle": "",
"article_summary": "编者按：在之前的系列文章中，我们介绍了大模型的原理和微调落地的理论方法。本期文章，我们将以实际场景为例，详细介绍微调的实践流程和相关代码。",
"article_cover": "https://static001.geekbang.org/infoq/45/4556cee83a372a56bab261fcba49dae8.png",
"article_cover_point": "",
"author": [
{
"uid": 2752983,
"nickname": "Baihai IDP",
"avatar": "https://static001.geekbang.org/account/avatar/00/2a/01/d7/b6e3ba2a.jpg",
"active": 1,
"is_early": 0,
"ucode": "8707009EEA8219",
"uri": "/u/baihai/",
"author_type": 5,
"vip": 0
}
],
"translator": null,
"planner": null,
"topic": null,
"is_collect": false,
"no_author": "",
"is_promotion": false,
"share_pic": "",
"sub_type": 0,
"comment_user": 0,
"comment_count": 0,
"speaker_title": "",
"speaker_introduce": "",
"video_status": 0,
"duration": "",
"total_duration": "",
"label": [
{
"id": 242,
"name": "AI"
},
{
"id": 27286,
"name": "LLM"
},
{
"id": 27695,
"name": "白海科技"
},
{
"id": 33699,
"name": "大模型微调实践"
},
{
"id": 33702,
"name": "QLoRA实践"
}
],
"out_id": null,
"word_count": 10010,
"front_type": 1,
"content_short": "{"type":"doc","content":[{"type":"blockquote","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"编者按：在之前的","attrs":{}},{"type":"link","attrs":{"href":"http://mp.weixin.qq.com/s?__biz=MzkzMTI3MTg5MQ==&mid=2247484519&idx=1&sn=0b572e2f29e803918764f6c46c3cc42a&chksm=c26cc1dbf51b48cde49a6943194c2aea21ca38f4fd129f9dd71994112da7c57725c63e0a9a79&scene=21#wechat_redirect","title":"","type":null},"content":[{"type":"text","text":"系列文章","attrs":{}}]},{"type":"text","text":"中，我们介绍了大模型的原理和微调落地的理论方法。本期文章，我们将以实际场景为例，详细介绍微调的实践流程和相关代码。","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"作者详细介绍了如何使用 QLoRA 技术针对 Falcon-7B 大语言模型进行微调，使之在消费级 GPU 上进行微调而不会出现out of memory（内存不足错误），从而创造一个能够准确、连贯的回答心理健康问题的 AI 助手。","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"以下是译文，Enjoy!","attrs":{}}]}],"attrs":{}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"🚢🚢🚢欢迎小伙伴们加入","attrs":{}},{"type":"link","attrs":{"href":"https://link.juejin.cn/?target=https%3A%2F%2Fbaihai-idp.yuque.com%2Fmwvla8%2Fdoc%3F%23","title":"","type":null},"content":[{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"AI技术软件及技术交流群","attrs":{}}]},{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"，追踪前沿热点，共探技术难题~","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"作者 | Arun Brahma","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"编译 | 岳扬","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"使用领域自适应技术（domain adaptation techniques）对预训练的LLM进行微调，有助于在特定领域的任务上实现更好的性能。但是，进行全量微调（full fine-tuning）的成本很高，还有可能会导致 CUDA 出现内存不足的错误（CUDA out-of-memory errors）。因此，到目前为止，在消费级GPU上对具有数十亿参数的预训练LLM进行微调并不容易。","attrs":{}}]},{"type":"heading","attrs":{"align":null,"level":1},"content":[{"type":"text","text":"01 ","attrs":{}},{"type":"text","marks":[{"type":"strong","attrs":{}}],"text":"行文目的","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"我们应当像重视身体健康一样将保持心理健康视为首要任务。根据目前的社会舆论情况，与抑郁症和其他精神障碍有关的讨论都已被污名化，以至于人们回避与焦虑和抑郁有关的讨论，甚至排斥看心理医生。","attrs":{}}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}}]}",
"is_fill_info": 0
}
],
"total": 1
},
"error": {
},
"extra": {
"cost": 0.002494765,
"request-id": "c14437a26bb846179983adaa09918baa@3@xie"
}
}{
"Type": "Web/Mp(MiniProgram)",
"e": 0,
"message": "success",
"sc": 1,
"server_time": 1703911805,
"tc": 1
}