bio

NVIDIA CUDA
Joined September 2022
deepseek has given a lot + the first* oss reasoning model (the viral launch of R1, jan 2025) + MLA + DSA + MTP (spec-decoding) + FlashMLA + DeepGEMM + DeepEP + EPLB + 3FS + @DeepSeekHarness + DeepInfer and its all open-source. thank u so much @deepseek_ai for this all ๐Ÿ™
๐Ÿš€ Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. Weโ€™re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. ๐Ÿ”— github.com/deepseek-ai/DeepIโ€ฆ 1/4
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RT @abhibuilds: oss update: + 1 PR merged to @KVCache_AI/ Mooncake + 1 PR merge to @vllm_project /semantic-router more on the go... ๐Ÿš€
This quoted post is unavailable.
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created a new artifact on quantizing L2 HiCache for @sgl_project did 2 experiments which resulted in > 43.75% less host KV memory per token: 147,456 โ†’ 82,944 bytes > 1.78x L2 capacity at the same host-memory budget: 54,254 โ†’ 96,451 tokens here is link to artifact - abhinandan.one/artifacts/buiโ€ฆ also wrote an article which is quoted below. lmk ur thoughts :)
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attention is topic which took me most long to understand. so spent this week to writing on attention, everything i knew from scratch. u can understand & feel it easilt from from first principles. pls take a read, lmk ur reviews.
Attention is the first step in understanding the models. But generally, it is not easy to understand it in one definition or directly jumping to QKV & softmax. So I tried to make it easy and simple to understand it from the first principles intuition.
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oss update: + 1 PR merged to @nvidia 's dynamo + 1 PR merged to @vllm_project /vllm-ascend more on the go.... ๐Ÿš€
oss update: + 7 PRs merged to @vllm_project /semantic-router + 1 PR merged to @KVCache_AI /Mooncake
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Attention is the first step in understanding the models. But generally, it is not easy to understand it in one definition or directly jumping to QKV & softmax. So I tried to make it easy and simple to understand it from the first principles intuition.
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oss update: + 7 PRs merged to @vllm_project /semantic-router + 1 PR merged to @KVCache_AI /Mooncake
small oss update: 4 prs merged to @vllm_project /semantic-router
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After getting just completely stuck & sucked out of this account, I am leaving this account. You may connect with me on my other completely fresh account @abhinandan_ai This new account is dedicated for learning, journey & skills, NO shitposting.
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> co-founded OpenAI, > led Tesla Autopilot, > pioneered deep learning education > left high-profile corporate roles to focus on pure research and building > teaches the world AI from scratch for free on YouTube > writes code daily, > doesn't chase titles, money, or media..
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What do you call this is your language ?
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YouTube should provide the right-click context menu to quickly unsubscribe the unwanted subscriptions
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If the salary was exactly the same, which setup are you choosing for the rest of your career?
100%100% Remote (Home)
0%Hybrid (Best of both)
0%100% In-Office
0%4-Day In-Office Work/Week
1 votes โ€ข Final results
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I am extremely frustated with the network service of the @reliancejio . Name is True5g but speed in always 0, literally 0. @JioCare its request + warning, if you don't provide for the money which you have already taken, will go to consumer court, be ready to the respond there
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as a indian, I have an extremely strong love for the land, but an extremely strong hate for its system.
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As far as theories of mathematics are about reality, they are not certain; And so far they are certain, they are not about reality. - Guess Who
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the only character who created more engineers than any college in the world
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Hinduism spirituality will keep you away from any depression. Hare Krishna
Antidepressant users per 1,000 people: ๐Ÿ‡ฎ๐Ÿ‡ณ India: 9 ๐Ÿ‡ฑ๐Ÿ‡ป Latvia: 21 ๐Ÿ‡ท๐Ÿ‡บ Russia: 23 ๐Ÿ‡ฐ๐Ÿ‡ท South Korea: 27 ๐Ÿ‡ญ๐Ÿ‡บ Hungary: 29 ๐Ÿ‡ฑ๐Ÿ‡น Lithuania: 36 ๐Ÿ‡จ๐Ÿ‡ท Costa Rica: 39 ๐Ÿ‡ช๐Ÿ‡ช Estonia: 40 ๐Ÿ‡ฎ๐Ÿ‡น Italy: 44 ๐Ÿ‡ณ๐Ÿ‡ฑ Netherlands: 47 ๐Ÿ‡ธ๐Ÿ‡ฐ Slovakia: 48 ๐Ÿ‡น๐Ÿ‡ท Turkey: 48 ๐Ÿ‡ซ๐Ÿ‡ท France: 54 ๐Ÿ‡ฑ๐Ÿ‡บ Luxembourg: 57 ๐Ÿ‡ฎ๐Ÿ‡ฑ Israel: 57 ๐Ÿ‡ง๐Ÿ‡ท Brazil: 58 ๐Ÿ‡ณ๐Ÿ‡ด Norway: 61 ๐Ÿ‡ฉ๐Ÿ‡ช Germany: 62 ๐Ÿ‡ฆ๐Ÿ‡น Austria: 63 ๐Ÿ‡ธ๐Ÿ‡ฎ Slovenia: 63 ๐Ÿ‡จ๐Ÿ‡ฟ Czechia: 65 ๐Ÿ‡ฌ๐Ÿ‡ท Greece: 70 ๐Ÿ‡ซ๐Ÿ‡ฎ Finland: 81 ๐Ÿ‡ง๐Ÿ‡ช Belgium: 83 ๐Ÿ‡ฉ๐Ÿ‡ฐ Denmark: 84 ๐Ÿ‡จ๐Ÿ‡ฑ Chile: 90 ๐Ÿ‡ช๐Ÿ‡ธ Spain: 92 ๐Ÿ‡ธ๐Ÿ‡ช Sweden: 105 ๐Ÿ‡ฌ๐Ÿ‡ง UK: 108 ๐Ÿ‡บ๐Ÿ‡ธ USA: 110 ๐Ÿ‡ฆ๐Ÿ‡บ Australia: 122 ๐Ÿ‡จ๐Ÿ‡ฆ Canada: 130 ๐Ÿ‡ต๐Ÿ‡น Portugal: 139 ๐Ÿ‡ฎ๐Ÿ‡ธ Iceland: 161 Source: OECD (2022), NISD
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MS was always a piece of trash ๐Ÿ˜ญ๐Ÿ˜ญ
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Jemma Marbles
What legendary YouTube channel doesnโ€™t make videos anymore?
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