A new method was able to delete 40% of LLM layers with no drop in accuracy. This makes them mich cheaper and faster. The method combines pruning, quantization and PEFT. They tested this across various open source models. Each family of models had a maximum amount of layers… , page 5

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女大学生揭露黑人留学生群体内幕直言:因为我毕业了才敢说出来⋯⋯

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峰哥发布马驹桥视频当天遇派出所人员上门，直播中断网友投稿：10月25日，B站UP主“峰哥亡命天涯”发布二十多分钟的马驹桥日结体验视频。当天下午，他在直播时遇到派出所人员上门，随后中断直播。

法国球星姆巴佩称，自己最喜欢的表情包是中国独裁者毛泽东。 10月26日，法国球星姆巴佩在一段采访中被问到"用他头像、最让他发笑的meme"时，他表示：“最让我发笑的那个，就是那个把我的脸放到中国独裁者（毛泽东）脸上的表情包，我在线上和朋友玩 PlayStation时经常使用这个meme。”

美国三大品牌无人车！互不让路！

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完全突破那些所谓“爆款MV视频的技术门槛”！！！像这种百万流量的视频以前还需要一点技术含量： 1，suno等出音乐 2，出视频 3，分镜切合 4，对口型现在根本不需要，轻松由opus5.5 + MiniMax H3生成

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🚨 धमाकेदार वीडियो PLA के सैनिक अरुणाचल में घुसपैठ करने की कोशिश कर रहे थे। भारतीय जवानों ने उन्हें बुरी तरह पीटा, पकड़ा GPL किया 😂 और फिर LAC प्रोटोकॉल के अनुसार छोड़ दिया। 🇮🇳👊🇨🇳 सीमा पर घुसने वालों का यही हाल होता है। भारतीय सेना हमेशा तैयार है। जय हिंद! 🚩

懂车帝两年多前质疑华为问界M7油管靠前，钻撞或柱碰易断裂起火，网友：“他到底看了多远” 近日，懂车帝2024年分析山西运城问界M7事故的视频被网友翻出。主持人当时指着发动机舱表示，油管位置“还比较靠前”，车辆钻撞卡车后“可能把它这个油管挤爆了”。网友留言： “他到底看了多远”

中共输出偷拍，输出监视，上演现实版：「她来了，她来了！」

日本右翼跳起的网络舆论战争基本已经完全输了😭 而且是惨败感觉最主要的是幽默程度不够，日本子只会盗摄小视频在小圈子里炎上，根本没有被全球观众认可的幽默讽刺能力

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抓走马杜罗十个月后，美国为委内瑞拉民主做了什么？ 10月25日，在海外流亡十个多月的委内瑞拉反对派领袖、诺贝尔和平奖得主玛丽亚·科里娜·马查多回到国内。美国国务卿马可·鲁比奥随即在社交媒体上表示，她能安全回国，直接得益于美国支持的和解谈判；特朗普被问及此事时却说自己毫不知情。

The world needs more women like this !!!

还是财新厉害！报道了“魏主席”（魏小东）与“冯老师”权色交易的“情缘”往事，真可以当小说读！

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有一次，一位部长访日，点名要我的一幅画，专门送给日本首相大平正芳。当时张仃是工艺美院院长，他必须执行这个任务，否则无法向上面交代。我因与张仃的老交情，只能成全。一幅装裱好的《香山白皮松》，我亲手交给了张仃，由张仃上交。不料数十年后，我在拍卖行看到了这幅《香山白皮松》被拍卖。此画

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A new method was able to delete 40% of LLM layers with no drop in accuracy.
This makes them mich cheaper and faster.
The method combines pruning, quantization and PEFT.
They tested this across various open source models.
Each family of models had a maximum amount of layers…
时政
( twitter.com )

2年前由 Lior⚡ 提交

A new method was able to delete 40% of LLM layers with no drop in accuracy.

This makes them mich cheaper and faster.

The method combines pruning, quantization and PEFT.

They tested this across various open source models.

Each family of models had a maximum amount of layers that could be deleted before accuracy dropped:

- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%

Great paper.

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A new year, a new beginning. 🐰新年快乐！ #Eastward
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Please remove the note.
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