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Google刚刚开源的Gemma 4，直接给卖Token的云API服务商们捅了一刀31B密集 + 26B MoE（仅激活3.8B）+ 边缘E系列，Apache 2.0许可，支持本地部署、256K上下文、多模态、140+语言……性能已经能打，关键是本地就能跑，零边际成本。以后高频Agent workflow、离线代码生成、企业内部RAG，全都可以本地干了。数据不出域，还不交“token税”。这波对纯卖API计费的厂商冲击最大，尤其是中低端和高频使用场景。以后想活下去，恐怕得赶紧转向托管服务、细调平台和企业支持，而不是继续当电费贩子。开源模型又一次把本地AI的“moment”往前推了一大步。云端Token时代，真的要开始退潮了吗？我认为虽然会有大规模的纯靠卖token小厂商被冲击，但不影响头部企业，阿里云，kimi这些厂商仍然会活的很好首先，虽然可以PC部署本地模型，但毕竟算力不够，高强度作业依然是要依靠大厂的token去喂。其次就是这个玩意只有真正的程序员和发烧友才会去部署吧，安装起来也是有很高的学习成本，如果厂商降价还是会用大厂的coding plan 更省心倒的只会是没有护城河的纯中

Google刚刚开源的Gemma 4，直接给卖Token的云API服务商们捅了一刀31B密集 + 26B MoE（仅激活3.8B）+ 边缘E系列，Apache 2.0许可，支持本地部署、256K上下文、多模态、140+语言……性能已经能打，关键是本地就能跑，零边际成本。以后高频Agent workflow、离线代码生成、企业内部RAG，全都可以本地干了。数据不出域，还不交“token税”。这波对纯卖API计费的厂商冲击最大，尤其是中低端和高频使用场景。以后想活下去，恐怕得赶紧转向托管服务、细调平台和企业支持，而不是继续当电费贩子。开源模型又一次把本地AI的“moment”往前推了一大步。云端Token时代，真的要开始退潮了吗？我认为虽然会有大规模的纯靠卖token小厂商被冲击，但不影响头部企业，阿里云，kimi这些厂商仍然会活的很好首先，虽然可以PC部署本地模型，但毕竟算力不够，高强度作业依然是要依靠大厂的token去喂。其次就是这个玩意只有真正的程序员和发烧友才会去部署吧，安装起来也是有很高的学习成本，如果厂商降价还是会用大厂的coding plan 更省心倒的只会是没有护城河的纯中

已浏览 664万次1 周前

x.com水煎包.Clawby

升级了Cursor3，发现界面重构，从「面向Code」转向「面向 Agent」，逐渐摆脱了VSCode 。多 Agent 并行处理时编排切换非常方便，浏览器也在同一个界面打开，这都是Claude Code里目前缺少的部分，也是IDE之于Terminal的优势。我的企业版账号要重新开工了🚀#Cursor #ClaudeCode #VScode #Codex

升级了Cursor3，发现界面重构，从「面向Code」转向「面向 Agent」，逐渐摆脱了VSCode 。多 Agent 并行处理时编排切换非常方便，浏览器也在同一个界面打开，这都是Claude Code里目前缺少的部分，也是IDE之于Terminal的优势。我的企业版账号要重新开工了🚀#Cursor #ClaudeCode #VScode #Codex

已浏览 174.5万次1 周前

A lot of criticism towards LTT for this over the price, but as usual not looking at the whole picture just the pricetag.For a channel/company of that size this is simply an investment for content. Even if they turn around and sell it later at a loss the income generated by videos featuring it will more than likely make up for that. No different than any other tech product they might use for a video aside from the amount of money needed to do it.Automotive channels in particular do this sort of t

A lot of criticism towards LTT for this over the price, but as usual not looking at the whole picture just the pricetag.For a channel/company of that size this is simply an investment for content. Even if they turn around and sell it later at a loss the income generated by videos featuring it will more than likely make up for that. No different than any other tech product they might use for a video aside from the amount of money needed to do it.Automotive channels in particular do this sort of t

已浏览 527.9万次1 周前

🇳🇿ニュージーランドで飼い犬とハイキング中だった女性が55mの高さから滝に落ちる↓腕を骨折＆足をケガする重傷を負い、ヘリ救出されるも飼い犬（ボーダーコリー）が行方不明に↓女性の救出から１週間後、捜索隊が飼い犬を発見↓飼い犬との奇跡の再会に女性が涙を流す

🇳🇿ニュージーランドで飼い犬とハイキング中だった女性が55mの高さから滝に落ちる↓腕を骨折＆足をケガする重傷を負い、ヘリ救出されるも飼い犬（ボーダーコリー）が行方不明に↓女性の救出から１週間後、捜索隊が飼い犬を発見↓飼い犬との奇跡の再会に女性が涙を流す

已浏览 330.3万次1 周前

x.com滝沢ガレソ

สิ่งนี้คือ standard ที่องค์กรส่วนใหญ่ใช้ เลขาบริษัทเอกชนก็ทำแบบนี้นะ มันง่าย สะดวก รวดเร็ว พี่คนนี้ใจดีมาก สอนอย่างใจเย็น บางคนไปทำงาน ไม่มีใครมาสอนแบบนี้นะ กว่าจะทำถูก โดนด่า เสียน้ำตามานับครั้งไม่ถ้วน มีคนมาสอนแบบนี้ดีมากแล้ว

สิ่งนี้คือ standard ที่องค์กรส่วนใหญ่ใช้ เลขาบริษัทเอกชนก็ทำแบบนี้นะ มันง่าย สะดวก รวดเร็ว พี่คนนี้ใจดีมาก สอนอย่างใจเย็น บางคนไปทำงาน ไม่มีใครมาสอนแบบนี้นะ กว่าจะทำถูก โดนด่า เสียน้ำตามานับครั้งไม่ถ้วน มีคนมาสอนแบบนี้ดีมากแล้ว

已浏览 664万次1 周前

x.comซ้อขอเล่า

que post de mierda 0 divertido no lo digo x woke lo digo porque lit solo le daria risa a un niño de 13 años que se cree cool x ver gore

que post de mierda 0 divertido no lo digo x woke lo digo porque lit solo le daria risa a un niño de 13 años que se cree cool x ver gore

已浏览 214.2万次6 天之前

x.comMycock🪐

Senza più un movimento comunista che li spaventi, la destra sta puntando a cancellare ogni singola conquista sociale passata. Vogliono far tornare l’istruzione un privilegio per i figli dei ricchi (=i loro). Tutti gli altri poveri pezzenti a sgobbare in miniera fin da piccoli.

Senza più un movimento comunista che li spaventi, la destra sta puntando a cancellare ogni singola conquista sociale passata. Vogliono far tornare l’istruzione un privilegio per i figli dei ricchi (=i loro). Tutti gli altri poveri pezzenti a sgobbare in miniera fin da piccoli.

已浏览 240.7万次1 周前

x.comNicola Humar

ただ、その根拠にこの動画は逆効果でしか無い。相対速度ありすぎかつ交通量多いのにこんな輩が出てくるとなると速度無制限だけは無いわな。

已浏览 136.3万次6 天之前

x.comHirofumi@一応自転車系

The AAP start up problem...Anna Hazare - Angel Investor kicked out by founder & CEO Prashsnt Bhushan & Yogendra Yadav: Co-founders, expelled in 2015 after disagreements with founder / CEO's autocratic leadership style.Kumar Vishwas: Head of marketing, resigned due to differences with founder over marketing rights in Rajya Sabha. @shaziailmi: Head of Media. Resigned in 2014, citing lack of corporate governance and a deviation from the company's core values.Alka Lamba: Corporate communications. Re

已浏览 140.4万次1 周前

x.comSharmishta

本当に、あらゆるもの全てが自分を引き立てるものだと思ってるよね。こういうのって自分が映ってる動画ばかりじゃなくて、そこで楽しんでる様子とか展示物を見せる人が多いのに、鹿乃つのがやるのは常に自分を見せること。旦那はずっと撮り続けて疲れないのかね。

已浏览 112.5万次1 周前

Arsenal fans if you have any shame you’d ignore this tweet if/when you win a trophy lmao

已浏览 4737.6万次6 天之前

🚨#BREAKING: Watch as multiple people run for cover as sh0ts can be heard that occurred at a 404 Day celebration event 📌#Atlanta | #Georgia At this time, numerous emergency crews are on the scene at Piedmont Park in Atlanta, Georgia, after reports of sh0ts being fired. Video from the scene shows multiple people running for cover as the incident unfolded. The situation reportedly began following a dispute during 404 Day celebrations, an event centered around music, food, and community activities

已浏览 19.3万次6 天之前

x.comR A W S A L E R T S

The true story is actually quite funny. (He’s fine btw) he was being arrested for violating a restraining order his (not-ex?!) fiancée, so he could go fight her neighbors. The fight is unrelated to this arrest mostly because he got beat down and stabbed. I’ve spoken at length about the never ending cloud of chaos the underclass finds themselves in. Some of it can be chalked up to a largely indifferent universe or bad luck, but most of it is a series of endless bad decisions that results in thing

已浏览 441.4万次6 天之前

x.commemetic_sisyphus

this game still doesn’t feel real even after all of the footage we have for it now, we’re actually living in a timeline in which tomodachi life is getting a new game… it boggles my mind in the best way possible

已浏览 1962.3万次6 天之前

x.comkirby 🍰

Bizim Kürtlerde belli yaşa gelip de elin ekmek tutmuyorsa, evden kovuyorlar. Ciddiyim. Bayağı bayağı evden kovuyor ve çocuğun anası "git çalış, erkek değil misin" diyerek kovuyor hem de...Eğer iş bulamazsa gurbete gidip çalışıyor. Sorumluluk alıyor, hayata alışıyor. Babamın da beni evden kovmasının temel sebebi buydu. 21 yaşındaki bir adama baba bakmaz, biz okuma bilmeyiz, çalışmayacaksan yerin yok deyip, kovdu. Tabii onunkisi kör inattı ama mantık aynı mantık...Yorumlarda bazıları "ben çocuğumu

已浏览 371.4万次1 周前

x.comRecep Çelik

Hi @SarkinMota_AMF , my name is Starboy Gucci, a very serious and respected individual on X and far and wild.Anyways, I was scrolling the TL last night when I stumbled on a tweet where someone was defaming you and when I checked the quote, I noticed you’ve already replied him, asking him to delete and retract from such act which is very commendable & I like you for that. That is not why I’m tagging you to this post tho but I’m tagging you to tell you that I feel like suing you for not seeing a b

已浏览 248.5万次1 周前

x.comSTARBOY GUCCI🖤🦉🖤

富士xpro1和中徕50mm1.4镜头的使用感受

已浏览 9735 次2019年4月30日

bilibilirealduxin

Get to Know the EFI Pro 30f | ITNH, Inc.

已浏览 2114 次2020年3月17日

Molotov - Gimme Tha Power ( Video Original ) HQ

已浏览 763.4万次2011年10月1日

YouTubeOmarpako14

Kungfu Graphics Custom Decal Kit for Surron SUR-Ron Light Bee X LBX with KKE Fork 2017-2024 Off-Road Motorcycle, SRX17N106-KOR

AO VIVO E COM IMAGENS: AMÉRICA-MG X CAXIAS | RODADA 2 | COPA SUL-SUDESTE

已浏览 39.2万次1 周前

YouTubeSportyNet

男が絶望する瞬間#漫画 #漫画紹介 #shorts

已浏览 3万次1 个月前

YouTube秘密の漫画案内所

#xshot Dino Attack Dino Striker ! #zuru #blaster #nerf #toyguns #blaster Tu aimes ce blaster x-shot?

已浏览 1 次2 周前

YouTubeBLASTER JOUANNERF

2026년 3월 27일(금) 다섯시 이재석입니다(이봉우X조윤주X박현광X김대호), 주기자 라이브(김완X정철운X김예니), 파일럿 '뉴스페어링' (박현광X정구승X곽수산)

已浏览 34.3万次2 周前

YouTube김어준의 겸손은힘들다 뉴스공장

Can You Beat Dream's Impossible Luck WITHOUT Hacking?

已浏览 1.7万次1 个月前

Can we overcome even the biggest deficit!? The final fate rests in his hands!! Pachinko/Pachislot...

已浏览 40.2万次1 周前

YouTubeきむちゃんねる

Choi Woo Je: Thần Zeus trong lòng người hâm mộ

已浏览 2.2万次11 个月之前

TikToklalawoo_1

富士XA5/VIBE 501F 一如既往的拍照技术和永远曝光的胶片机

已浏览 509 次2022年5月24日

bilibili杰瑞略略略

个性（优缺点）明显的F1.0超级小炮，能填补富士XF产线的短板嘛

已浏览 1.1万次2020年11月9日

bilibili评者N大

使用一年富士Xpro3后的一些想法以及朴实无华的镜头开箱 XF50 1.0夜神，XF 16 2.8以及EF X20闪光灯

已浏览 2.3万次2021年3月6日

bilibiliLiiiiiiiiN

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