Wi9-IX

[Avi Chawla @_avichawla]

Researchers found a way to make LLMs 8.5x faster!

(without compromising accuracy)

Speculative decoding is quite an effective way to address the single-token bottleneck in traditional LLM inference.

A small "draft" model first generates the next several tokens, then the large model verifies all of them at once in a single forward pass.

If a token at any position is wrong, you keep everything before it and restart from there. This never does worse than normal decoding.

But current drafters in Speculative decoding still guess one token at a time. That makes the drafting step itself a bottleneck, capping real-world speedups at 2-3x.

DFlash is a new technique that swaps the autoregressive drafter with a lightweight block diffusion model that guesses all tokens in one parallel shot.

Drafting cost stays flat no matter how many tokens you speculate.

On top of that, the drafter is conditioned on hidden features pulled from multiple layers of the target model and injected into every draft layer, so it makes significantly better guesses than a drafter working from scratch.

In the side-by-side demo below, vanilla decoding runs at 48.5 tokens/sec. DFlash hits 415 tokens/sec on the same model, with zero quality loss.

It's already integrated with vLLM, SGLang, and Transformers, with draft models on HuggingFace for several models like Qwen3, Qwen3.5, Llama 3.1, Kimi-K2.5, gpt-oss, and many more.

I have shared the GitHub repo in the replies!

KV caching is another must-know technique to boost LLM inference. I recently wrote an article about it. Read it below.

👉 Over to you: What use case are you working on that can benefit from this new technique?

[Dev Ed @developedbyed]

Making an app in electron to generate your own game assets,tiles,animations, inpainting and more.

No subscriptions, all run locally

[Garry Tan @garrytan]

RIP my attention span

[naiive @naiivememe]

" Bear Trap " explained in a few seconds

[風乃＠ゲーム公開中 @kazeno_]

I'm creating a game that combines elements of TRPGs, visual novels, and roguelite JRPGs.
I am also making progress on the English translation.

ときメモ＆TRPG風ローグライトRPG作っています。

#screenshotsaturday

[Dippies @Dippies]

Our Undead PFP collection will be haunting Opensea in a couple days (October 10th)

to celebrate we're giving away free mint GTD whitelist spots, to enter:👇

☠️like/RT
☠️Tag 2 friends
☠️Follow @DippiesNFT & @TaylorMight_

[Aiden Labs @Aiden_Labs]

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[Aiden Labs @Aiden_Labs]

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[Aiden Labs @Aiden_Labs]

Aiden Labs Feature Update — Sprint Recap #5 July 11 - July 24, 2025 🛠️

🎯 Sprint Goal: Developer Coupon Feature

What We Completed
✅ Successfully deployed the Coupon feature to production 🎉

What’s Next (In Progress)
⚙️ Designing the image generation system
⚙️ Developing the image generation functionality

Stay tuned — we’re building the future of AI tools step by step. Next up? Image generation made simple and smart 🧠✨

[TRON DAO THAILAND🇹🇭 @TronDao_THA]

🇹🇭 #TRON บุก Bkk!
🎁 กิจกรรมพิเศษ ลุ้นรับรางวัล 1,000 $TRX (รางวัลละ 100 #TRX จำนวน 10 รางวัล!)
🗓️25/06– 01/07

📸 กิจกรรมที่ 1:
แวะบูธ #TRON ที่งาน Bangkok Builders Meetup by TRON DAO ถ่ายเซลฟี่สุดคูล แล้วโพสต์ใต้โพสต์กิจกรรมนี้
🎉 ลุ้นรับ 100 $TRX 7 รางวัล

🧳 กิจกรรมที่ 2:
ครีเอทภาพหรือวิดีโอเข้าร่วมงาน Bangkok Builders Meetup by TRON DAO พร้อม Tag เพื่อน 3 คนใต้โพสต์
🎉 ลุ้นรับ 100 $TRX 3 รางวัล

✅ กติกาการร่วมสนุก (ใช้กับทั้งสองกิจกรรม):
🔸ติดตามบัญชี @TronDao_THA
🔸กดไลก์+รีโพสต์กิจกรรม
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😍 โอกาสดี ๆ แบบนี้ ห้ามพลาด! มาร่วมสนุกและลุ้นรับ $TRX กันเลย!

[Aiden Labs @Aiden_Labs]

Aiden Labs is hosting the hottest Web3 night in Thailand 🇹🇭🔥
Register now: https://t.co/Ix4Q24Ojvn

Merch madness is real. Founders, devs & KOLs are gathering. Got a project? You can pitch. You just need to show up.

📍 Bangkok | July 1 | 6–9 PM
🤝 Meet the builders shaping SEA's decentralized future.
🌎 Connect with @Aiden_Labs , @trondao , @apacdao , @thebinaryhldgs , and Web3 Meetup Thailand.

Read more: https://t.co/N2nrEFllbD

[Aiden Labs @Aiden_Labs]

Did you feel the energy at Episode 1? 🔥

Because what started as a meetup is quickly turning into a movement. BASED SEA Builders Meetup is back — and this time, the momentum is even stronger.

Co-hosted by @Aiden_Labs @base @apacdao @thebinaryhldgs , Episode 2 brings builders, founders, and VCs together in Bangkok once again for a night of real pitches, real feedback, and real collaboration.

If you missed the last one — don’t miss this.
📅 June 17 | 6 - 9 PM (GMT+7)
📍 The Binary Holdings, Bangkok
🎟 Join us: https://t.co/AJKALpsGdN

📖 Read more: https://t.co/ktMalFG3R0

Aiden Labs is helping lead this movement and if you're building in SEA, this is where you belong.

[Mahachai 🦇🔊 @EthereumThaila1]

งานอยู่แถวทองหล่อนะครับ เริ่ม 6 โมงเย็นวันอังคารนี้ 10 June
เป็นเรื่องเปิดตัว Lunar AI Agent โดน Aiden Labs บน Aiden AI platform พร้อมเปิดตัว Stablecoin ในไทยจาก Aiden Labs และ Verifiable Cloud
https://t.co/S4pOXqEPux
ไปกัน มี beer & pizza อร่อยๆ และเอาพวงกุญแจมหาชัยไปแจกด้วยครับ

[Aiden Labs @Aiden_Labs]

EigenLayer 101: The Verifiable Cloud & Its Impact on the World

Bangkok, are you ready for the future of Web3 infra?
🗓 June 10 | 🕕 6–9 PM
📍Binary Holdings, Thonglor
🎟 Register here https://t.co/Fw6PerXRAp

Discover how restaking & AVSs are reshaping the cloud.
Meet builders, devs, and thinkers driving the next wave of programmable trust.

Co-hosted by @eigencloud , @Aiden_Labs, @apacdao & Web3 Meetup TH. 🚀

[Aiden Labs @Aiden_Labs]

$ADN Staking is Officially Live! 🚨

Ready to stake? 👉 https://t.co/wkPnRHo1Pz

Maximize your rewards. Power the future of Web3 onboarding with @Aiden_Labs

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🔮 And this is just Season 1.
Season 2 pools are coming soon…

🔗 Read more: https://t.co/wp4hK9wPxi

[Adam Silverman (Hiring!) 🖇️ @adamsilverman]

Google now lets you build, manage, evaluate, and deploy multi-agent systems!

Here are 10 of the best projects built with Google’s Agent Development Kit (ADK) 🧵

(save for later)

[Aiden Labs @Aiden_Labs]

🎉 BIG NEWS: $1 FEE REFUND! 🎉
We heard you! Despite our losses, we're giving back your $1 verification fee!

How to claim:

Copy your BEP 20 wallet address that you connected in Aidenlabs
Comment it below this post 👇🏻

Note : User must be following our socials
Twitter : @aiden_labs
Telegram : https://t.co/kZKCLV465Z (MANDATORY)

Our team will process refunds as fast as they can.

❗ Verification pending? Fee removal coming soon!
❗ No cheating or you'll lose eligibility
We got scammed but we're bouncing back with huge plans.

Stay with us—our community is EVERYTHING! 💪

#AidenLabs #Refund #Crypto

[ErikHieu.BnB @erikhieubnb]

🚀 $ADN isn't just trending — it's becoming a phenomenon!

Top Gainer today on @MEXC_Listings is just the beginning.
📊 Still doubting? Just check the chart 📈
💥 It’s still early for the community to jump in!

👉 Let’s ride the wave: https://t.co/8t737fn5Op

[naiive @naiivememe]

Altcoin hodlers right now

[Aiden Labs @Aiden_Labs]

🧐 D I A M O N D H A N D