24.5: our biggest Mojo update yet, Bring Your Own PyTorch, & more 🤯 @media only screen and (max-width:639px){img.stretch-on-mobile,.hs_rss_email_entries_table img,.hs-stretch-cta .hs-cta-img{height:auto !important;width:100% !important} .display_block_on_small_screens{display:block}.hs_padded{padding-left:20px !important;padding-right:20px !important} .hs-hm,table.hs-hm{display:none}.hs-hd{display:block !important}table.hs-hd{display:table !important} }.moz-text-html .hse-column-container{max-width:600px !important;width:600px !important} .moz-text-html .hse-column{display:table-cell;vertical-align:top}.moz-text-html .hse-section .hse-size-12{max-width:600px !important;width:600px !important} @media only screen and (min-width:640px){.hse-column-container{max-width:600px !important;width:600px !important} .hse-column{display:table-cell;vertical-align:top}.hse-section .hse-size-12{max-width:600px !important;width:600px !important} }@media only screen and (max-width:639px){ul,blockquote{margin:0;padding:1em 40px} }@media screen and (max-width:639px){.social-network-cell{display:inline-block} }#hs_body #hs_cos_wrapper_main a[x-apple-data-detectors]{color:inherit !important;text-decoration:none !important;font-size:inherit !important;font-family:inherit !important;font-weight:inherit !important;line-height:inherit !important} a{text-decoration:underline}p{margin:0}body{-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;-webkit-font-smoothing:antialiased;moz-osx-font-smoothing:grayscale}
MAX 24.5 brings the biggest Mojo update yet, unified MAX and Mojo packaging, MAX support for your choice of PyTorch, support for Python 3.12, and more!
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MAX 24.5: SOTA CPU performance for Llama 3.1, Magic, and our biggest Mojo update yet 🔥
📣 New release alert! MAX 24.5 is here, packed with major upgrades:
- Up to 45% faster token generation with Llama 3.1 (compared to MAX 24.4)
- Our biggest Mojo update yet: streamlined language features, performance improvements, new standard library APIs, and more
- Our new package and virtual environment manager, Magic, that streamlines development and builds on the Conda and PyPI ecosystems
- New Python graph API bindings
- Support for Python 3.12
- An updated license that highlights all the use cases you can build and monetize with MAX and Mojo
- And much more!
24.5 is our final CPU-only release … you know what that means 😉
Modverse #42 and Community Meeting #7
The MAX and Mojo community has been buzzing with creative projects, contributions to the Mojo standard library, and our seventh community meeting. Check out Modverse #42 for a recap of projects you may have missed, including Dustbin, a falling sand game built in Mojo by Helehex, and Mojmelo, a repository of ML algorithms implemented in pure Mojo by DobyDabaDu.
In our latest community meeting, Gabriel De Marmiesse taught us about SIMD in complex algorithms and we explored hash functions with Maxim Zaks. We were also joined by a special guest, renowned computer science researcher and professor Daniel Lemire, a leading expert on SIMD. 🤩 Let us know in Discord if you’d like to present at our next community meeting!
24.5：我们迄今为止最大的 Mojo 更新，自带 PyTorch 等 🤯 @media only 屏幕和 (max-width:639px){img.stretch-on-mobile,.hs_rss_email_entries_table img,. hs-stretch-cta .hs-cta-img{高度：自动！重要；宽度：100%！重要} .display_block_on_small_screens{显示：块}.hs_pangled{padding-left:20px !important;padding-right:20px !important} .hs-hm,table.hs-hm{display:none}.hs-hd{display:block !important}table.hs-hd{display:table !important} } .moz-text-html .hse-column-container{最大宽度：600px！重要；宽度：600px！重要} .moz-text-html .hse-column{显示：表格单元格；垂直对齐：顶部} .moz-text-html .hse-section .hse-size-12{max-width:600px !important;width:600px !important} @media 仅屏幕和 (min-width:640px){.hse-column-container {max-width:600px !重要;宽度:600px !重要} .hse-column{显示:table-cell;vertical-align:top}.hse-section .hse-size-12{max-width:600px !重要;width:600px !重要} }@media 仅屏幕和 (max-width:639px){ul,blockquote{margin:0;padding:1em 40px} }@media 屏幕和 (max-width:639px){.social-网络单元{显示：内联块} }#hs_body #hs_cos_wrapper_main a[x-apple-data- detectors]{颜色：继承！重要；文本装饰：无！重要；字体-size:继承！重要；字体系列：继承！重要；字体粗细：继承！重要；行高：继承！重要} a{text-decoration:underline}p{margin:0}body{-ms-文本大小调整：100%；-webkit-文本大小调整：100%；-webkit-字体平滑：抗锯齿；moz-osx-字体平滑：灰度}
MAX 24.5 带来了迄今为止最大的 Mojo 更新、统一的 MAX 和 Mojo 包装、MAX 对您选择的 PyTorch 的支持、对 Python 3.12 的支持等等！
[.png?width=1120\&upscale=true\&name=Group %201%20(5).png)](https://d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs\_3DTKgjW7jDgJ35l8m7NN5ZDtTz3m2ndW6N1vHY6lZ3q5W8K49B 665g4M-W4zZvjQ8W3bj4W90zwqD2FPKLbW2lbCgH4ss09SW7hScC26LGNjXW8Z0-XH7ynJSQ W96NFDN5NPSBZW2PDjXB133LFSW7Bq3Xn1C_jtWW2zTyNF7zHpMBW8KcwRf6Q_K5cVzCSTR3 51RxKW4dbyZV7Jsxd3W1-r3gs5x71n0W5nZV__6bnN3mW6nCjHh2KmdZLW7drSgK2h4XkRVqDKH13hQp8pW6h5QvQ5zk-QLW7H0Vgc5_SmcrW17-WP51- 2nL3W2WF1dN6v3sT_f32gHj004)
.png?width=1120%5C&upscale=true%5C&name=Group){kind=link}
MAX 24.5：Llama 3.1、Magic 和我们最大的 Mojo 更新的 SOTA CPU 性能 🔥
[
]( https://d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs\_3DTKgjW7jDgJ35l8m7NN5ZDtVs3qn9gW8wLKSR6lZ3mFVFHzW56K\_1kRW8vjQks387FQDW 6DdrT549j-2zW63K9rZ5rnjFFW8z6-Lw2lLvkvW608vtS6-3l-BW13JkP43ltK-RW7 j8dm96KhCvyW49BTBK3_6FccW72GfV66dXVH2W4_Kdsz3DMlQbW4cftSF33TRNxW6Ss 8Bx1YkFvQW2mqlm-6ggx2xW1nJSlk5kLZB-W6CrRqD443spfW5xXD6v7qmm5xW5Rm9d w22d972MZn897lnj32W1Cgy7573z9bYVz72Wm7mFHQSVqWMd025pD96W8_91038f5qcX W8kWCsL6KDlDKW7fzVSQ5xvlnFW7HX05p5Jt6_rW17PxWR73GRBPW7QW9f23XVwdzf2qY0_204)
📣 新版本发布提醒！ MAX 24.5 现已推出，包含重大升级：
- Llama 3.1 的代币生成速度提高了 45%（与 MAX 24.4 相比）
- 我们迄今为止最大的 Mojo 更新：简化的语言功能、性能改进、新的标准库 API 等等
- 我们的新包和虚拟环境管理器 Magic，可简化开发并基于 Conda 和 PyPI 生态系统构建
- 新的 Python 图形 API 绑定
- 支持Python 3.12
- 更新的许可证，突出显示您可以使用 MAX 和 Mojo 构建和获利的所有用例
- 还有更多！
24.5 是我们最终的仅 CPU 版本…您知道这意味着什么 😉
Modverse #42 和社区会议 #7
[](https: //d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs_3DTKgjW7jDgJ35l8m7NN5ZDtTT3qn9gW7lCdLW6lZ3l2W6px09l7j5X5zW6HMJss7czn92 W2Jq27n6SwjPYW7xJJCT1ZyqsHW28HPH04YQkk6W2hN5PJ2hgnSVW8hfMLX8Vy52N W36ysQj2dY6j_W4bmN2w3FgGc-MfPj0CVdGg9VW7MMC5p5zk8W2Y9n7C4fBgG_W8-n S2r1DB1FNN8y9tpvpyJSlW2gl-1R57zylJN2xzSTCFfcr3W6xj9wm5dPgcZW3WNyDD3KQ hPjW3VW_9F1VzBZyN9ghgR3F8drqW6rls2311rYrhW85dCT83Wt0msW5Q7MHb1CmtQDW3 cGrL85mT1YBf4Xfyls04)
MAX 和 Mojo 社区一直充满创意项目、对 Mojo 标准库的贡献以及我们的第七次社区会议。查看 [Modverse #42](https://d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs\_3DTKgjW7jDgJ35l8m7NN5ZDtTT3m2ndW7lCdLW6lZ3q0W1plV4227PKyCW6 RnGqR7ClHRDN2K4qngZs4pWVwVPY82JdhWNW13Jp1Y7lMj_9N2L96r_79t8XW4l_p2p6-FYGgW3-qLL_3gl-XNW5fCHpl6bbLDrW6znsDZ9djjKgW2ZcY0R4XlSgLW3bs_zJ8Xj l48W28MMVH7jKZmhW7lqGqK3M7vzkW5jxjpM5zf6vhW7NYTt03lJrdRW62FVCL90xZvnV-ZkQX13LRWkW3kGG4H2kV9VdW5vNZtz5v4qmhW4kDD1M7v2Fb3W9lyf-Y7YQRvNN7tmZ qr296s_N5SWw9Lg9WHHf6tfpNz04) 回顾您的项目可能已经错过了，包括Dustbin，一个由 Helehex 在 Mojo 中构建的落沙游戏，以及 Mojmelo，一个由 DobyDabaDu 在纯 Mojo 中实现的 ML 算法存储库。
在[我们最新的社区会议](https://d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs\_3DTKgjW7jDgJ35l8m7NN5ZDtTT3m2ndW7lCdLW6lZ3kBW6J2gvn6n0YFbN 42BgV7676v2W88-zZV8TprQKW11TMFf4w9g_tW3jG7Bv1gPjwwW5G-lkK93V7jp W3sr1lz6NRrGwVf_3cY2GmnBZW6p0q4D4l7QX6W2K94-M61mVQ8VxZKc38r3VpXW 9l-GLb1Mh4-fMThtpX4SJk2W2v8nMT8Rp_Q6W92TwYl4WlD5QW8tkRNj2k720gW171 3FK4q69zRW5NBccr3n7LJWW77dCxQ47DX7YW4zj8SN4drfmBW5J1G6y93RpRvV9x05M 2Q5m3GVjH6tM42Yn7BW1KGj7G7z-MR-f5D3Krq04)，加布里埃尔De Marmiesse 向我们介绍了复杂算法中的 SIMD，并与 Maxim Zaks 一起探索了哈希函数。 我们还邀请了一位特邀嘉宾、著名计算机科学研究人员、SIMD 领先专家 Daniel Lemire 教授。 🤩 [在 Discord 中告诉我们](https://d2Sj-804.na1.hubspotlinks.com/Ctc/DP+113/d2Sj-804/VW4VYZ1LX1MbW70hbs\_3DTKgjW7jDgJ35l8m7NN5ZDtTz3m2ndW6N1vHY6lZ3kVW2gnrJJ1 797crW4h98X_75WnKbW2WP3LG74vQcnN5tFTz636qg3W3-QXD02jxtcVW841Scr978 WC1W1vcpW54xH2lpW17NvHm4kc-D0W3Wr0L21c7btwW3bw2_l7Wz-DqW1hYJ8T278n8 BW2kTqvP3pf7xsVqDb3w9g4ghPN5fZs6—XhBbW6vL8kl53pcQ8N4M2xZJ2M3PsW7p -ymQ5l6nmBW5KfXDn1RTGdQN69K1cZ6dGbyW6T0Qqd7y_C2JW4KFRDc1BRM1fW6Qx2 -K5LLkX_f3mWCNb04) 如果你希望在我们的下一次社区会议上发表演讲！
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