Lag Operator @Lag_Operator
Data Scientist, ML, RL, data, predictive-analytics Budapest, Hungary Joined March 2010-
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New post : Can a Transformer “Learn” Economic Relationships? Revisiting the Lucas Critique in the age of Transformers. with @arpitrage We simulated data from an NK model, fit a transformer, and tested out of sample fit How did it do? Pretty well! Link and thread in reply:
If we normalise Olympic medal count by population, Hungary is #8, but… If we normalise for academic freedom index instead we might make it to the top three!
405B Llama 3.1 running distributed on just 2 macbook pros! Here's the @exolabs_ + MLX journey: 940AM: @Prince_Canuma opens PR for Llama 3.1 in MLX LM. Partially finished but has to OOO for birthday. 1140AM: @ac_crypto updates Prince's first PR. 130PM: I merged the PR after some review and @ac_crypto resolved a speed issue with the NTK RoPE 330PM: @ac_crypto posts asking for help downloading the 405B model x.com/ac_crypto/stat… 630PM: @RayFernando1337 meets @ac_crypto with weights on a flash drive x.com/ac_crypto/stat… 945PM: @ac_crypto running the model distributed on two macbook pros! Open source 💪 !
2 MacBooks is all you need. Llama 3.1 405B running distributed across 2 MacBooks using @exolabs_ home AI cluster
New (2h13m 😅) lecture: "Let's build the GPT Tokenizer" Tokenizers are a completely separate stage of the LLM pipeline: they have their own training set, training algorithm (Byte Pair Encoding), and after training implement two functions: encode() from strings to tokens, and decode() back from tokens to strings. In this lecture we build from scratch the Tokenizer used in the GPT series from OpenAI.
LLMs aren't just next-word predictors, they are also compelling zero-shot time series forecasters! Our new NeurIPS paper: arxiv.org/abs/2310.07820 w/ @gruver_nate, @m_finzi, @ShikaiQiu 1/7
Does #transferlearning work for time series? 🤔 We created this @huggingface space so you can test on your own data and share your results. 🤗 We are working on creating the first foundational model for time series. 🤯 How should we name it? Demo: huggingface.co/spaces/Nixtla/…
This ignoramus, has the reasoning abilities of a goldfish in a vodka-spiked bowl. 1) NATO is a self-defense group with VOLUNTARY membership, unlike the other side. 2) The Soviet Union is no longer & there was no such pledge outside Kremlin propaganda.
In 1990, Gorbachev was assured that after the break up of the Soviet Union, NATO would not expand East. Look what happened…
The Time Series Transformer is now available @huggingface ! @krasul and me train a vanilla Transformer for forecasting, just like you would train it for machine translation. We don't claim SOTA but want to investigate whether XGBoost is all you need ;) huggingface.co/blog/time-seri…
Amidst its negotiations with the @EU_Commission to mitigate concerns over Hungary’s rule of law situation, the Orbán government unleashed a Kremlin-style counterintelligence operation against the ‘CIA funded’ Hungarian opposition, paving the way for further crackdown measures.
Hungarian intelligence has declassified a presentation about a counterintelligence inquiry into the alleged "US funding" of the Hungarian opposition's campaign in the 2022 election. It looks like a very lame OSINT research, hinting at the CIA's meddling: parlament.hu/documents/1298…
@EU_Commission’s bankrolling this👇 Goebbels type propaganda. Members should live in Hungary for a month to experience what it must have felt like in Nazi Germany & Russia today. Unbearbale #Brainwashing 🫵@vonderleyen @VeraJourova @JHahnEU @TimmermansEU @dreynders @EUCouncil
Hungarian intelligence has declassified a presentation about a counterintelligence inquiry into the alleged "US funding" of the Hungarian opposition's campaign in the 2022 election. It looks like a very lame OSINT research, hinting at the CIA's meddling: parlament.hu/documents/1298…
These machine learning cheatsheets contain some of the best and well-organized ML content I've come across. Sometimes, it's just good to understand the concept at a high level and it's context before going deep. This resource helps with that. stanford.edu/~shervine/teac…
Time-series forecasting methods perform poorly on long sequences when data changes over time. DeepTime overcomes this issue by using forecasting-as-meta-learning on deep time-index models. Result: state-of-the-art performance and a highly efficient model. blog.salesforceairesearch.com/deeptime-meta-…
@lostella Unfortunately I can't make it to Berlin, is there any chance for the recordings/slides to be made public later? :)
New developer refactors legacy code
Hungarian intellectuals hold anti-war protest in Budapest, to “stand with Ukraine”. State media reports: "Pro-war protest was held."
‼️🇷🇺Hungary’s latest Russia scandal: @direkt36 reveals that Orbán’s foreign ministry has been compromised by an ongoing Russian cyberespionage campaign. They even hacked the encrypted channel also transmitting confidential NATO & EU material. 👇THREAD.👇 direkt36.hu/en/putyin-hekk…
BTCPioneer @pratt_robe81390
2 Followers 135 Following ⚡ Transform Asset s Fast! Securely Aim for 50-100k USDT Daily Income. Rapid, High-Yield Earning Process. Farm with Confid ence Today! 💰🛡️
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