Mr. L @JrtheProgrammer
IT #nextworld / Researcher Enthusiast #TheBoringFundamentals My Space Joined November 2022-
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My PhD thesis--On Zero-Shot Reinforcement Learning--is now on arXiv.
The most comprehensive, LLM architecture analysis I've read. Covers every flagship model: 1. DeepSeek V3/R1 2. OLMo 2 3. Gemma 3 4. Mistral Small 3.1 5. Llama 4 6. Qwen3 7. SmolLM3 8. Kimi 2 9. GPT-OSS Great article by @rasbt🙌 Link in the comments 👇 ♻️ Repost if you…
A free book 👇 "Foundations of Lange Language Models" by Tong Xiao and Jingbo Zhu It's good to refresh the core concepts and techniques behind LLMs. This 230-page book covers topics, such as: - Pre-training - Generative models (training, fine-tuning, memory, scaling) -…
Financial Statement Analysis with Large Language Models (LLMs) A 54-page PDF:
1/ With @BenDLaufer and Jon Kleinberg, we constructed the largest dataset of its kind to date: 1.86M Hugging Face models. In a new paper, we mapped how the open-source AI ecosystem evolves by tracing fine-tunes, merges, and more. Here's what we found 🧵
The freshest AI/ML research of the week Our top 9 ▪️ Sotopia-RL: Reward Design for Social Intelligence ▪️ Agent Lightning: Train ANY AI Agents with RL ▪️ Exploitation Is All You Need... for Exploration ▪️ Learning to Reason for Factuality ▪️ VeOmni ▪️ Is Chain-of-Thought…
Been working HRM, had been getting mixed results. AdamAtan2 usage is interesting. Paper covers Sudoku and ARC AGI 1/2. These are essentially step-based grid struct prob. Anyone working w/ HRM & finding other interesting examples? Seen tons of hype, but v few people implementing.
The importance of stupidity in scientific research
Training an LLM on 8 M4 Mac Minis Ethernet interconnect between Macs is 100x slower than NVLink so Macs can’t synchronise model gradients every training step. I got DiLoCo running so Macs synchronise once every 1000 training steps using 1000x less communication than DDP
Another daily reminder Study Game Theory
Most people are still prompting wrong. I've found this framework, which was even shared by OpenAI President Greg Brockman. Here’s how it works:
Local Deep Research - A local LLM research assistant that generates follow-up questions and uses DuckDuckGo for web searches - Runs 100% locally with Ollama - Works with Mistral 7B or DeepSeek 14B - Generates structured research reports with sources
my roadmap to learning LLMs - electrons - circuits - logic - transistors - comp arch - CPUs - GPUs - linear algebra - probability - machine learning - optimization - optimizers - tokenization - transformers - pretraining - distributed training - RL - post training - distillation…
You can solve 80% of interview problems about strings with a basic approach. But if the question is tricky, you probably have to think about tries. Tries are unique data structures you can use to represent strings efficiently. This is how to use them: ↓
Small teams are the future:
OpenAI has released a new prompting guide for their reasoning models. It emphasizes simplicity, avoiding chain-of-thought prompts, the use of delimiters, and when to use them. Here’s a breakdown and an optimized prompt to have it write like you:
GPU-accelerated NumPy/SciPy library
Machine Learning in C
Financial Statement Analysis with Large Language Models (LLMs) A 54-page PDF:
Training LLMs with Reinforcement Learning (RL) isn’t a new idea. So why does it suddenly seem to be working now (o1/DeepSeek)? Here are a few theories and my thoughts on each of them: (1/N)
AndreaDulles @eSpcBgz687prgK0
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Ivwalorpir @Ivwalorpir4233
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Iherlie @Iherlie3483160
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Jane🕶 @GeraldM35884208
559 Followers 2K Following Fitness | Swimming | Investment | #xrp #QNT #CSPR #RNDR #BTC #TRIAS #STBU #Crypto #interoperability #blockchain #FL
Learteauth @Learteauth8aRR
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Dora @SNoriho55109
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SMOOVIO DA BALLER @Smoovio911
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Doutaez @doutaez2474
128 Followers 7K Following I'm new to Twitter accounts so I tried the messaging feature and it's great to meet you.
Dr. Partha Majumder @Paravision_AI
180 Followers 2K Following 🚀 Empower with AI @ParavisionLab | Free learning in AI & parallel computing | Ignite change 🌍 #AICommunity #DeepLearning #GAN
Web Dev Jr. @webdev_jr
745 Followers 603 Following Communication & Computer Network student🎓| HTML5/CSS3 Coder💻| Front-End Newbie Programmer👨🏾💻| On my Road to become a Full-Stack Web Developer🌟| 🇨🇲🇬🇧
Rimsha Bhardwaj @heyrimsha
5K Followers 176 Following Sharing insights to use AI in practical ways for you and your business • Follow me to learn and master AI & Tech tools • AI Educator & Writer @theprohumanai
Reads with Ravi @readswithravi
423K Followers 1K Following “A little bit of DAILY READING goes long way.”📚 📖 ☕️ || Book Review, Lessons, Recomm, & Wisdom || Engineer 👨💻 Solutions Architect - Data Storage
Fitness Guide @FitnessGuide0
79K Followers 17 Following Certified Fitness Coach Sharing Daily Expert Workout Tips, Nutrition Advice, and Glow Up Tips. Join the journey to a healthier, Stronger, and Better You!
Tanishq Mathew Abraha... @iScienceLuvr
80K Followers 1K Following CEO @SophontAI | Founder @MedARC_AI | PhD at 19 (2023) | ex Research Director Stability AI | Biomed. engineer @ 14 | TEDx talk➡https://t.co/xPxwKTq6Qb
Hardeep @hardeep_gambhir
7K Followers 1K Following building things and telling stories. building @localhostHQ, prev @_TheResidency
Poonam Soni @CodeByPoonam
220K Followers 536 Following Helping you Grow with AI | Founder: AI Toast | DM Open for collaboration | https://t.co/pN5TWWbfFX
Charly Wargnier @DataChaz
136K Followers 45K Following Ex @Streamlit @Snowflake Maestro 🪄 • X about AI agents, LLMs, web apps, Python & SEO • My ❤️ is open source • DM for collabs 📩
Oriol Vinyals @OriolVinyalsML
184K Followers 86 Following VP of Research & Deep Learning Lead, Google DeepMind. Gemini co-lead. Past: AlphaStar, AlphaFold, AlphaCode, WaveNet, seq2seq, distillation, TF.
PyTorch @PyTorch
451K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
Soumith Chintala @soumithchintala
250K Followers 1K Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Mustafa Suleyman @mustafasuleyman
168K Followers 487 Following CEO, Microsoft AI | Author: The Coming Wave | Past: Co-founder, @InflectionAI & @GoogleDeepMind
The Math Flow @TheMathFlow
25K Followers 114 Following all about mathematics • books • pics • proofs • problems • quotes • visualisations • history • and • memes.
Z.ai @Zai_org
15K Followers 142 Following The AI lab behind GLM models, dedicated to inspiring the development of AGI to benefit humanity. https://t.co/b6zGxJvzzS
Kalyan KS @kalyan_kpl
3K Followers 863 Following NLP (LLMs) Research & Project Guidance (Paid) | NLP Consultant & Researcher
Freda Shi @fredahshi
3K Followers 836 Following Assistant Professor @UWCheritonCS, @CIFAR_News AI Chair @VectorInst, @ReviewAcl Co-CTO | PhD @TTIC_Connect | Excited about "grounding" in any form
Weijia Shi @WeijiaShi2
9K Followers 1K Following PhD student @uwnlp @allen_ai | Prev @MetaAI @CS_UCLA | 🏠 https://t.co/Q6Mzg8ow2j
Hao Zhu 朱昊 @_Hao_Zhu
3K Followers 1K Following Postdoc @StanfordNLP Building the social brain for AI PhD @LTIatCMU. he/him/他
ℏεsam @Hesamation
36K Followers 576 Following ai engineer | rigorously overfitting on a learning curve
ManusAI @ManusAI_HQ
204K Followers 25 Following Manus is the general AI agent that bridges minds and actions: it doesn't just think, it delivers results. Download our app: https://t.co/XSfjRhjdgo
Sheng Shen @shengs1123
2K Followers 551 Following @xAI | Prev. 🦙MetaAi; MSFTResearch, allen_ai, GoogleDeepMind; PhD @berkeley_ai
Anjney Midha @AnjneyMidha
27K Followers 3K Following there are bitter lessons everywhere. some are sweet. general partner @a16z
Nick Huber @sweatystartup
405K Followers 4K Following I buy real estate and start companies. Owner of Somewhere, Bolt Storage, RE Cost Seg and more. Amateur longevity expert.
🔥 Matt Dancho (Bus... @mdancho84
85K Followers 481 Following Future Is Generative AI + Data Science | Helping My Students Become Generative AI Data Scientists & AI Engineers ($200,000+ career) 👇
Graphy @graphyapp
3K Followers 1 Following Graphy helps you create custom courses, build no-code websites, and launch your own app for you to monetize your knowledge.
Ai2 @allen_ai
73K Followers 409 Following Breakthrough AI to solve the world's biggest problems. › Join us: https://t.co/MjUpZpKPXJ › Newsletter: https://t.co/k9gGznstwj
Alejandro Cuadron @Alex_Cuadron
1K Followers 330 Following Infra & AI enthusiast, dreaming about test-time compute ✨ Research Scholar at @Berkeley_EECS, @ucbrise, @berkeley_ai | MS in CS @ETH_en | Prev, @IBMResearch
Beem @beemthinks
3K Followers 0 Following
d4rk3r @sanixdarker
3K Followers 593 Following Backend #Engineer | Electronic #Geek | #Gamer | #Drawer | #Otaku Guru | #vim guy | 1.90m | He/His | More geek than human
Binyuan Hui @huybery
34K Followers 649 Following 🥝 Building Qwen @Alibaba_Qwen. Focus on CodeLLM (Pre-training and Post-training) / Reasoning / Agent. Ideas my own.
Arcee.ai @arcee_ai
4K Followers 416 Following Optimize cost & performance with AI platforms powered by our industry-leading SLMs: Arcee Conductor for model routing, & Arcee Orchestra for agentic workflows.
nature @Nature
2.6M Followers 3K Following Research, News, and Commentary from Nature, the international science journal For daily science news, get Nature Briefing: https://t.co/wGmQlQ8a4D
Zizheng Pan @zizhpan
60K Followers 855 Following Researcher @deepseek_ai | Previously @nvidia @MonashUni @UniofAdelaide. Words are my own.
Shruti @heyshrutimishra
165K Followers 870 Following Reality is programmable | Building digital leverage w/ AI | Stay ahead with the latest AI & robotics developments | 📧 [email protected]
Cathie Wood @CathieDWood
1.9M Followers 488 Following Founder, CEO and CIO @ARKinvest. Thematic portfolio manager for disruptive innovation, mom, economist, and women's advocate. Disclosure: https://t.co/chxRD4oWOd
DeepSeek @deepseek_ai
973K Followers 0 Following Unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.
Tom Dörr @tom_doerr
101K Followers 2K Following Follow for posts about GitHub repos, DSPy, and agents Subscribe for top posts DM to share your AI project (Due to volume of DMs I'll prioritize subscribers)
EXO Labs @exolabs
36K Followers 2 Following AI on any device. 12 Days of EXO: https://t.co/VMrJ6Vi4h3 We're hiring: https://t.co/BzEO8ZCvBV
Puzzle 🧩🚀 @puzzlefin
3K Followers 363 Following Modern accounting software designed for startups. Trusted by thousands of founders 🚀
ODF @joinodf
63K Followers 62 Following Explore starting a startup in SF: https://t.co/QTihjfPK72 | Co-founders matched @traba_work @tryfinch @primer @contra @levels + more | @solofounding @mergedotclub
Andrew Yeung @andruyeung
60K Followers 689 Following throwing tech parties @meetfibe + investing in early-stage founders | fmr @google @meta
Dr. Parik Patel, BA, ... @ParikPatelCFA
731K Followers 999 Following Aswath Damodaran 🙏🏾 Dhandho Investor Chapter 3:4 🐂 | God first, full employment second 😤 | Investor @SamosaCapital | Subscribe to my newsletter 👇🏾
Andrew Gazdecki @agazdecki
269K Followers 7K Following Founder and CEO of @acquiredotcom. https://t.co/wRMIssDmhl has helped 100s of startups get acquired and facilitated $500m+ in closed deals.Trends for United States
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