Williamliao @MagicWilliam
iOS Engineer, Anime fan, ラノベ、アニメ愛好者, 日本語の初心者です, Linux Learner, Interesting in Tech, Cloud Technology, Game related. Taipei, Taiwan Joined July 2009-
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3/3 VRAM & Verdict In tight VRAM (e.g. 16GB) or long context, EAGLE-3's speculator cost can choke performance. If acceptance rate drops, it's slower than raw inference. MTP: Reliable daily driver. EAGLE-3: Specialized nitro-boost for structured outputs.
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1/3 Gemma 4 26B-A4B + EAGLE-3 vs Native MTP EAGLE-3 works on consumer GPUs, but it's no guaranteed win w/ low VRAM. It highly depends on task types. Good (Fixed): JSON, code, math, summary. Bad (Fluid): Translation, creative writing, chat, RP.
2/3 Architecture Philosophy EAGLE-3 needs a fast base, cheap speculator, & VRAM budget. MTP (Qwen/Gemma 4) is better for local LLMs: Qwen: Native path, 0 extra VRAM. Gemma 4 (A4B): MTP-based, <1GB, shares embedding & KV cache. MTP is far gentler on small VRAM setups.
結果不是 gamma 4 是醫療領域語音辨識模型 huggingface.co/google/medasr
Williamliao retweeted
THIS IS INSANE…🔥 Someone just leaked 1,200+ plug-and-play N8N workflows and it’s breaking the internet 👀 They scraped everything from the official docs, GitHub, AND hidden forums 😮💨 ⚡ AI-powered lead gen ⚡ Auto content repurposing ⚡ Sales & CRM automation This vault would cost a lot to build from scratch. LIKE + RETWEET + COMMENT “YES” & I’ll send you the FULL workflow + setup FREE!
Really curious to try Perplexity Comet — the AI-native browser everyone’s talking about. I’d love to use it for: •Deep research on AI & tech •Creative exploration & writing If anyone has an invite link, I’d be super grateful 🙏 #AI #Perplexity #Comet
Grok Imagine prompt: An ultra-detailed anime-style masterpiece in high resolution with vibrant colors, portraying a young Japanese girl with long, wavy black hair adorned with a white flower ornament, sitting on dewy grass at a mountain overlook.
Williamliao retweeted
In celebration of the upcoming Aoi Tori Steam release, we're going to be giving away 5 Steam keys! To enter follow the link below. Wishlists on Steam get you 2 entries, following our publisher group another 2, and following our Twitter is an extra entry! gleam.io/I9ARs/aoi-tori…
Williamliao retweeted
【LAST KINGDOM PV Commemoration Event】 Commanders, thank you for your support! As we welcome our 1.5 Anniversary, we're also having a giveaway! How to Join 1. Follow @NIKKE_en 2. Repost this tweet Rewards 1. Crown & Kilo Acrylic Stand set x15 2. 1.5 Anniversary Stickers set x15 3. 1.5 Anniversary Fridge Magnet x15 Event Duration 📅 4/25 ~ 5/1 23:59 (UTC+9) Download here 🔗: bit.ly/3RzKZmA Sweepstakes 🔗: bit.ly/44gpgrK #NIKKE #NIKKEAnniversary #Contest
6/21 Let’s Return to The Lands Between!!! Can’t wait for this.
Xcode 15 is out, but you need mac 13.5. 強迫升級的時間又到了
Williamliao retweeted
People in Russia protesting war in Ukraine. Mothers with 5 kids age 7-11 went to leave flowers by Ukrainian embassy in Moscow. All got arrested and brought to police station, mothers are threatened to lose custody of the kids.
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ホロライブプロ... @hololivetv
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結城さくな🎀�... @yuki_sakuna
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星街すいせい☄... @suisei_hosimati
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ときのそら🐻�... @tokino_sora
955K Followers 7K Following 🎊 2026年11月7日 ときのそら 9th Anniversary Party at ぴあアリーナMM開催決定🎉アルバム「Pulse」発売中💕ビクター/ホロライブ🐻💿バーチャルアイドルときのそら(๑╹ᆺ╹)横アリ目指してがんばります❣️#ときのそら,#ときのそら生放送,#そらArt
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