Robert Sobieski @r_sobieski
#datascience #machinelearning #deeplearning #artificialintelligence #AI #ML sobieski.ai Warszawa Joined March 2010-
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🚨 We’ve just published a recipe to train a frontier-level deep research agent using RL. With just 30 hours on an H200, any developer can now beat Sonnet-4 on DeepResearch Bench using open-source tools. (Thread 🧵)
wen GPT-5? In 10 minutes. openai.com/live
Update from #PyTorch maintainers: 2.8 is out now. 🔹A limited stable libtorch ABI for third-party C++/CUDA extensions 🔹 High-performance quantized LLM inference on Intel CPUs with native PyTorch & more! 📄 Release notes: hubs.la/Q03BDn_40 🔗 Blog: hubs.la/Q03BDmT50
good job psyho
🚀 Hello, Kimi K2! Open-Source Agentic Model! 🔹 1T total / 32B active MoE model 🔹 SOTA on SWE Bench Verified, Tau2 & AceBench among open models 🔹Strong in coding and agentic tasks 🐤 Multimodal & thought-mode not supported for now With Kimi K2, advanced agentic intelligence…
PufferLib 3.0: We trained reinforcement learning agents on 1 Petabyte / 12,000 years of data with 1 server. Now you can, too! Our latest release includes algorithmic breakthroughs, massively faster training, and 10 new environments. Live demos on our site. Volume on for trailer!
Log-linear attention — a new type of attention proposed by @MIT which is: - fast and efficient as linear attention - expressive as softmax It uses a small but growing number of memory slots that increases logarithmically with the sequence length. Here's how it works:
Our latest Gemini 2.5 Pro update is now in preview. It’s better at coding, reasoning, science + math, shows improved performance across key benchmarks (AIDER Polyglot, GPQA, HLE to name a few), and leads @lmarena_ai with a 24pt Elo score jump since the previous version. We also…
🚀 DeepSeek-R1-0528 is here! 🔹 Improved benchmark performance 🔹 Enhanced front-end capabilities 🔹 Reduced hallucinations 🔹 Supports JSON output & function calling ✅ Try it now: chat.deepseek.com 🔌 No change to API usage — docs here: api-docs.deepseek.com/guides/reasoni… 🔗…
excited to finally share on arxiv what we've known for a while now: All Embedding Models Learn The Same Thing embeddings from different models are SO similar that we can map between them based on structure alone. without *any* paired data feels like magic, but it's real:🧵
excited to finally share on arxiv what we've known for a while now: All Embedding Models Learn The Same Thing embeddings from different models are SO similar that we can map between them based on structure alone. without *any* paired data feels like magic, but it's real:🧵
After 1.5 years of work, I'm so excited to announce AlphaEvolve – our new LLM + evolution agent! Learn more in the blog post: deepmind.google/discover/blog/… White paper PDF: storage.googleapis.com/deepmind-media… (1/2)
an llm-powered word mood ring 🎨💫: hand crafting the warmth and energy of words in a sentence guided by the color pad
1/N Introducing SkyRL-v0, our RL training pipeline enabling efficient RL training for long-horizon, real-environment tasks like SWE-Bench. We also open-source a series of our early trained models to showcase the potential of end-to-end online RL training on long-horizon (20-50…
Our research interns present: Kevin-32B = K(ernel D)evin It's the first open model trained using RL for writing CUDA kernels. We implemented multi-turn RL using GRPO (based on QwQ-32B) on the KernelBench dataset. It outperforms top reasoning models (o3 & o4-mini)! 🧵
❄️Introducing Absolute Zero Reasoner: Our reasoner learns to both propose tasks that maximize learnability and improve reasoning by solving them, entirely through self-play—with no external data! It overall outperforms other "zero" models in math & coding domains. 🧵 1/
Very excited to share the best coding model we’ve ever built! Today we’re launching Gemini 2.5 Pro Preview 'I/O edition' with massively improved coding capabilities. Ranks no.1 on LMArena in Coding and no.1 on the WebDev Arena Leaderboard. It’s especially good at building…
Nvidia just open sourced Parakeet TDT 0.6B - the BEST Speech Recognition model on Open ASR Leaderboard 🔥 Can transcribe 60 minutes of audio in 1 second 🤯 600M parameters, with CC-BY-4.0 license (commercially permissive) Congrats Nvidia on the brilliant release and beating…
Must-read paper from Tik-Tok. They built a 1B+ user feed without a social graph—just real-time learning from your scroll behavior.
Llama-Nemotron-v1 technical report is now available on arxiv arxiv.org/pdf/2505.00949…

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