Tech Evangelist and Python Developer at Developer Circles from Facebook. I'm newbie #DataScience , #MachineLearning, #BusinessIntelligence & Analytics
Ha noi, Vietnam
Joined October 2009
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Hung Le retweeted
DINOv2 has never seen a caption, and Qwen3 has never seen an image. We still aligned their embedding spaces without a single image-caption pair.
It even works when the images and the captions come from different datasets.
Project page: dominik-schnaus.github.io/un…
⬇️
Hung Le retweeted
Congratulations to Sergey, Jensen, Lisa, Michael and Satya!
.@POTUS presents the National Medal of Science to Sergey Brin, @JensenHuang, @elonmusk, and @LisaSu, and the National Medal of Technology and Innovation to @MichaelDell and @satyanadella.
Hung Le retweeted
Grok Bot meetups in 30+ cities over the next 10 days:
• Seattle - 9/24
• Florianopolis - 9/25
• Frankfurt - 9/26
• HCMC - 9/26
• Karachi - 9/26
• Mexico City - 9/26
• Rajkot - 9/26
• Tbilisi - 9/26
• Baku - 9/27
• Barcelona - 9/29
• Curitiba - 9/29
• Madrid - 9/29
• Philadelphia - 9/29
• SF - 9/29
• Tashkent - 9/29
• Calgary - 9/30
• Athens - 10/1
• Bishkek - 10/1
• Astana - 10/2
• Sapporo - 10/2
• Da Nang - 10/3
• Guatemala City - 10/3
• Kampala - 10/3
• Mendoza - 10/3
• Montreal - 10/3
• Phnom Penh - 10/3
• Quito - 10/3
• Almaty - 10/4
• Dublin - 10/4
• Jakarta - 10/4
Hung Le retweeted
600 freaking thousand followers and counting
Tibo single-handedly brought OpenAI back on the table.
Don’t underestimate Belgians 🇧🇪
Never gonna give you up
Never gonna let you down
Never gonna run around and desert you
Never gonna make you cry
Never gonna say goodbye
Never gonna tell a lie and hurt you
Thanks for reading. We will do a global reset of the usage for all paid subscriptions so that you can keep enjoying Astra after burning through all of it doing fun 3D modeling in blender. The work week is about to start.
Lands around 6pm PST today.
Hung Le retweeted
I'm joining OpenAI next week!🥹 The job search turned out to be really challenging but also super rewarding, so I wrote a small blog to share what I learned along the way and hopefully make the process a little less mysterious for the next person. alisawuffles.github.io/blog/…
Hung Le retweeted
We created SuperBPE🚀, a *superword* tokenizer that includes tokens spanning multiple words.
When pretraining at 8B scale, SuperBPE models consistently outperform the BPE baseline on 30 downstream tasks (+8% MMLU), while also being 27% more efficient at inference time.🧵
ALT Segmentation of the sentence "By the way, I am a fan of the Milky Way" under BPE and SuperBPE.
Hung Le retweeted
nice pre training work by nous claiming ~2.5x efficiency gains, building on previous research like MTP/SuperBPE. overall intuition is that at each step you want the model to process and predict more tokens
Today we release Token Superposition Training (TST), a modification to the standard LLM pretraining loop that produces a 2-3× wall-clock speedup at matched FLOPs without changing the model architecture, optimizer, tokenizer, or training data.
During the first third of training, the model reads and predicts contiguous bags of tokens, averaging their embeddings on the input side and predicting the next bag with a modified cross-entropy on the output side. For the remainder of the run, it trains normally on next-token prediction. The inference-time model is identical to one produced by conventional pretraining.
Validated at 270M, 600M, and 3B dense scales, and at 10B-A1B MoE.
The work on TST was led by @bloc97_, @gigant_theo, and @theemozilla.
Hung Le retweeted
API Design Playbook
Giveaway Alert!!!
• Core API fundamentals.
• Clean & scalable design principles.
• Popular patterns used in real-world systems.
• Practical concepts for interviews & building projects.
(24 hours only.)
To get it for free:
1 Follow @systemdesignone [MUST]
2 Like & Retweet to get DM
3 Reply "Playbook"
Then I'll DM you the details.
Hung Le retweeted
I hosted a $15M+ LIVE masterclass in front of 3400 people.
How I generated $3.24M in 8 months.
90 minutes long with 52 steps.
usually millionaires only, $3K+ to access
BUT I'm releasing the full recording FREE for the next 24 hours.
What I REVEALED :
1. how I went from $0 → $3.24M in 8 months with digital products
2. the exact funnel that generates $40K+ every 7 days on autopilot ( 1 hr daily )
3. 21 case studies of X accounts doing $30K+ per month each
4/ the AI system that writes 300 posts in 15 minutes and gets 1M+ views/month
52 modules covers:
- account setup to first sale in under 48 hours
- how to generate $10K/month with one $500 digital product
- the automation stack that runs the entire business for $38/month
- how to scale to $30K/month with 5+ accounts
DELETING IN 24 HOURS
comment "MASTERCLASS" and I'll DM it to you
** must be following + retweet to receive
Hung Le retweeted
🚨 GIVEAWAY ALERT 🚨
The Anthropic Claude Code Hackathon is BACK with Opus 4.7 🔥
💰 $100,000 API Credits
🌍 Global builders
⚡ Learn, build & win with top devs
Want to join? 👇
🎁 GIVEAWAY RULES:
1️⃣ Follow me
2️⃣ Like & RT
3️⃣ Reply “CLAUDE”
I’ll DM you the details 📩
Hung Le retweeted
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Hung Le retweeted
“There Will Be a Scientific Theory of Deep Learning”
This paper argues that a real scientific theory of deep learning is beginning to emerge.
Not a theory that tracks every neuron individually, but a physics-like theory of learning itself. One that aims to characterize how training dynamics, representations, weights, and performance evolve.
It reframes deep learning theory from abstract guarantees and trial-and-error practice toward falsifiable, quantitative predictions about real systems.
Hung Le retweeted
Damn，OpenAI刚刚扔出的这个开源仓库，直接把语音交互的未来砸到了所有人脸上🤯🤯🤯
他们发布了gpt-realtime-1.5的官方语音控制组件，现在你真的可以用自然语音，直接控制应用的UI状态，而不是转成文本再下命令。
视频里的演示蛮震撼的，
说一句切换深色模式，
整个界面瞬间变黑。
对着表单念你的姓名生日，
字段自动填充，进度条实时更新。
最绝的是下棋，说骑士走到F3，棋子直接移动，说重置棋盘，一秒清空，
就好像模型永远知道当前屏幕上是什么状态，语音操作和鼠标键盘完全等价。
讲真这么玩的话，这就不是简单的语音转文字的小升级了，我理解属于交互范式的真正转折。
以前语音是输入层，现在语音变成了应用的顶层控制层。
就是科幻电影里那种，对着屏幕说一句话，东西就自己变了的感觉🤩
更狠的是他们直接把整个实现开源了🤯🤯🤯
这个realtime-voice-component不是一个半成品demo，是一个完整的React参考实现。
一行代码加个浮动按钮，用Zod定义几个工具，十分钟就能给你现有的Web应用加上语音控制。
最聪明的设计是工具完全由应用拥有，模型只能调用你预定义的窄动作，不能乱动浏览器，安全又可控。
这比之前的Computer Use靠谱一万倍。
Computer Use是让AI瞎点屏幕，而这个是让AI直接调用你写好的接口。
一个是黑箱，一个是完全可控的白箱，这才是能真正落地到生产环境的方案。
现在已经有人用它接了蛋白结构可视化工具，接了设计软件，接了企业内部仪表盘。
未来你能想到的所有需要双手操作的场景，开车，做饭，做设计，做手术，未来都可以用语音控制。
这意味着语音正在成为操作系统级别的接口。
而OpenAI已经把所有的轮子都给你造好了。
想玩的直接去fork仓库，配个API Key，跑demo就能感受到那种说一句世界就变了的魔力。
老规矩GitHub地址评论区自取👇
Hung Le retweeted
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Everything organized. Everything premium. 119GB+ value.
Get it:
✔ Follow me [MusT]
✔ Like & RT+bookmark
✔ Comment “ NEED ” To Get Auto DM.
⚠️ No follow = No Access ⚠️
Hung Le retweeted
✨ Voice AI, open models, and next-generation evals hackathon at @ycombinator in SF on May 30th. ✨
We're co-hosting with @cekuraAi , and we've pulled in our friends at @NVIDIAAIDev, @AWS, and @twilio for expertise and mentoring.
We'll help you build state of the art voice agents using:
- NVIDIA Nemotron models
- AWS SageMaker and Bedrock inference
- Twilio telephony
- Cekura evaluation tooling
- Pipecat orchestration and Pipecat Cloud agent hosting
Up for grabs:
- A guaranteed YC interview
- Special judges' prizes from NVIDIA, AWS, and Twilio for the most impactful and technically impressive projects
Join us to learn from engineers who built all the tools you're using, compare notes with other voice AI developers, and show off your ideas!
Space is limited. Apply below.
