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If you procrastinate, try scheduling your procrastination time earlier in the day so it doesn’t interfere with your productivity.
If you procrastinate, try scheduling your procrastination time earlier in the day so it doesn’t interfere with your productivity.
too real
Sometimes a couple of bad weeks can do wonders. Motivates you to be better and you come back stronger.
What an amazing course. I did a few lectures on optimization and kernels. They seem to be good (for high-level understanding). For low-level, their assignments are worth it..
What an amazing course. I did a few lectures on optimization and kernels. They seem to be good (for high-level understanding). For low-level, their assignments are worth it..
These two statements - "The hottest new programming language is English" by Karpathy and "gpus go brrrr" by Horace he perfectly sums up the current LLM era
everybody wants to do fun experiments nobody wants to write core infrastructure code
Have been tinkering with @vllm_project since its release. It's a beautiful library. I hope it remains the same. One of my earlier long-form articles was around understanding vLLM's behaviour - cmeraki.github.io/throughput-is-…
Have been tinkering with @vllm_project since its release. It's a beautiful library. I hope it remains the same. One of my earlier long-form articles was around understanding vLLM's behaviour - cmeraki.github.io/throughput-is-…
This is the year, I switch to Android for good. Have been with iOS for 16 years. Can’t fathom this anymore.
This is the year, I switch to Android for good. Have been with iOS for 16 years. Can’t fathom this anymore.
I am going to print this, put it up on my wall, and look at it when any situation looks utterly hopeless.
Introducing Sarvam Samvaad 🚀 Sarvam Samvaad, our Conversational AI Platform, is designed to help enterprises build, test, and launch AI agents fluent in 11 Indian languages. ▪️Power interactions across telephone, WhatsApp, web, and apps ▪️Handle complex phrases,…
New model drop - Sarvam-Translate is here. Can translate between 22 Indian languages & English. Significantly better than much larger models. Improves on nuance, long-form, structured text. Available as super-fast APIs. Try it here: dashboard.sarvam.ai/translate
I was surprised that torch's RMS is not that fast, an operation that is applied so frequently in transformers. I was able to achieve ~1.5- 2x improvement over layernorm by using multiple warps to reduce the computation across the row.
o3 is extreme. I was banging my head against a nasty bug for 3 hours. Then tried gemini 2.5 pro, claude 4 and o3. None could solve or even begin to figure out the direction. Only thing that was able to figure out was -> o3 in agent mode with Cursor. It took it ~5 mins of thinking
o3 is extreme. I was banging my head against a nasty bug for 3 hours. Then tried gemini 2.5 pro, claude 4 and o3. None could solve or even begin to figure out the direction. Only thing that was able to figure out was -> o3 in agent mode with Cursor. It took it ~5 mins of thinking
Me after updating my Ubuntu to 24.04, updating CUDA drivers, CUDA toolkit, nvcc, and crying a bit for spending my complete weekend on this.
If you ever feel worthless, remember that there are people arguing with grok on twitter threads.
Blazing fast wiki grounded responses
Awesome enhancement to the Sarvam-M API dropping tomorrow!
GPT age has aggravated a preexisting condition - People's resistance to adopting new (dev) tools has increased. The reason is simple, GPT doesn't know how to use these new tools (yet)!

Qika @Qika8844
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Lenora @iZzce0h3Mvt23
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Emre Albayrak @emre570_
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Kevin Delnoye @KevinDelnoye
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Łukasz Stafiniak @lukstafi
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Ayush Singh @S1ngh_ayush
245 Followers 533 Following 20 // part time engineering student // full time sports nerd.
Prasanna K @prasanna_says
7K Followers 2K Following Helping founders build AI first startups. VC @UpekkhaBe DMs open or drop Q here: https://t.co/tym5qyKKH1
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16 Followers 86 Following ML @sarvamai | x-Microsoft | IIT KGP 🎓 | FCB ⚽
Nischith Shadagopan M... @just_nisch_it
393 Followers 308 Following views are my company's | searching for a scalable and repeatable business model, founding engineer @SarvamAI, intern @MSFTResearch, cse @iitmadras
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263 Followers 261 Following RL @SarvamAI | Prev - Media and Data Science Research Lab, @Adobe
L @CodeTitanium
103 Followers 5K Following
Sumanth @sumanthd17
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Sough @SoughYSMQkT2
38 Followers 829 Following "Life can only be understood backwards; but it must be lived forwards." – Søren Kierkegaard
Vinod Ganesan @vinodgansan
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810 Followers 7K Following AI inference, speculative decoding, open source. Built novel decoding algorithms – default in Hugging Face Transformers (147k+ ⭐). Making AI faster + cheaper
Max @maxxrubin_
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Anindya @anindyadeeps
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963 Followers 3K Following 🧑💻 Building @harmonyai_ 🔮 Helping top professionals get rid of mundane tasks 🕐 Ex-founder @sarg_io #buildinpublic #spaceshost
Aal (Alisha)🌻 @withloveaal
1K Followers 1K Following Dev @nilenso | Past - JS Instructor at @crio_do, @outreachy-19 at @fedora
Mithun @MithunArunan
95 Followers 1K Following Product @SigNozHQ Reinventing myself and starting from scratch with a beginner mindset.
huduga @zaph0id
668 Followers 4K Following Finding the cadence of life. Hoarder of books, stories and experiences, entrepreneur.
Shivam Agarwal @shivam_agar
221 Followers 843 Following Engineering Leader | Exploring search, tech, and beyond | Sharing insights on building, learning, and growing | F1 enthusiast 🏎️ | Finance curious 💸
Furiosa @Dishashp
844 Followers 5K Following Learner | I am friends with Eigen values and Eigen vectors | Shirts and Skirts
Nadav Timor @NadavTimor
810 Followers 7K Following AI inference, speculative decoding, open source. Built novel decoding algorithms – default in Hugging Face Transformers (147k+ ⭐). Making AI faster + cheaper
🇺🇦 Dzmitry Bahd... @DBahdanau
10K Followers 37 Following Team member at something young. Adjunct Prof @ McGill. Member of Mila, Quebec AI Institute. Stream of consciousness is my own.
Gokul NC @GokulNC
93 Followers 107 Following
Piotr Nawrot @p_nawrot
8K Followers 264 Following LLM Efficiency PhD @ Edinburgh | 🥇🥈 @ Flunkyball Polish Championships | 🥇 @ Jerry Hunter Pub's Bowling Tournament | 50000 🏆 & Legendary II @ Brawl Stars
Adithya S K @adithya_s_k
7K Followers 2K Following Research @MSFTResearch • shipping @cognitivelab_ai ~ llama impact grant Prev : ML @apple • AI Resident @lossfunk • AI @TurboML • 21
Igor Babuschkin @ibab
103K Followers 851 Following Maybe the real ASI was the friends we made along the way. Co-founder @xAI, Research & Engineering
Bert Maher @tensorbert
3K Followers 342 Following I’m a software engineer building high-performance kernels and compilers at Anthropic! Previously at Facebook/Meta (PyTorch, HHVM, ReDex)
Punch Cat @PunchingCat
1.3M Followers 141 Following random cats from my camera roll to your 𝕏 feed :3 | dm for credit/removal • *i own no content posted*
Aryan V S @aryanvs_
1K Followers 1K Following
SzymonOzog @SzymonOzog_
2K Followers 152 Following Maximizing throughput at @Aleph__Alpha Educating people about GPUs at https://t.co/81rRJ4KWK1
“paula” @paularambles
25K Followers 3K Following playing with words. creating whimsical ai companions @ https://t.co/khnCIsqbhL. built iOS apps @xAI, @Spotify, and co-founded @imagilabs.
Nathan Chen @nathancgy4
663 Followers 567 Following @tilderesearch trying to (pragmatically) understand my friend, ml & open-source, 16
Simon Guo @simonguozirui
3K Followers 5K Following CS PhD student @Stanford | 🎓 @Berkeley_EECS | prev pre-training @cohere & built things at @ @anyscalecompute @nvidia
We don't deserve cats... @catsareblessing
177K Followers 9K Following Cats choose us; we don't own them 🫂 DM for Credit/removal
Mohit Reddy @MohitReddy13
3K Followers 910 Following Understanding the universe @xAI; Previously: Co-Founder at @FennelAI, ex ML Infra at Google Brain, ex Infra at GCE Startups, Software, Tech, Infra, AI :)
Julia Turc @juliarturc
4K Followers 440 Following Explaining AI on YouTube • YC S24 Founder • Ex-Google Research • Eastern-European nihilist & American optimist
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1K Followers 225 Following building @thinkymachines ex-PyTorch @ Meta. Author of PyTorch DTensor and TorchTitan. Opinions are my own
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108K Followers 518 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
Aaron @Norapom04
711 Followers 259 Following leisuremaxxing my productivity using twitter | occasionally softmaxxing matrixes | always dilly dallying | views are not mine
Trapit Bansal @TrapitBansal
32K Followers 247 Following AI Research @Meta | Co-Creator of OpenAI o1 | Previously @OpenAI, @MSFTResearch, @GoogleAI, @facebook, @iiscbangalore, and undergrad @IITKanpur
Damek @damekdavis
6K Followers 1K Following Optimization and ML, Prof @Wharton Stats, Prev: Prof @Cornell, PhD @uclamath, https://t.co/bfOIEx0lHj, (not quite a) blog: https://t.co/RFKUB4qDKF
Simon Willison @simonw
115K Followers 6K Following Creator @datasetteproj, co-creator Django. PSF board. Hangs out with @natbat. He/Him. Mastodon: https://t.co/t0MrmnJW0K Bsky: https://t.co/OnWIyhX4CH
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6K Followers 882 Following CS PhD student @Stanford | prev: cuDNN @Nvidia, M.Eng, B.S. in CS @MIT | efficient scalable self-improving AI systems | 🌽KernelBench
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Govind @DeepknowledgeU
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Michael Goin @mgoin_
1K Followers 376 Following inference optimization @RedHat_AI building @vllm_project | you can call me misha
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llm-d @_llm_d_
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