Necati Demir @ndemir
CTO @datagran | PhD | ML | AI | DataScience | DevOps | MLOps | Software Architect blog.demir.io New Jersey, USA Joined November 2007-
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Hands-On NumPyro: A Practitioner’s Guide to Building Bernoulli Naive Bayes with Confidence Intervals buff.ly/3vY9yEU
That is one of the reasons why developing ml models (or any other technical product) may be hard. It is not because it is hard technically. It is because you need to train the customer during the process. And, that takes looooooooonger than developing the model itself.
That is one of the reasons why developing ml models (or any other technical product) may be hard. It is not because it is hard technically. It is because you need to train the customer during the process. And, that takes looooooooonger than developing the model itself.
I will agree with @svpino on this topic. In the future, the definition of programming may change, but at this point in time, prompt engineering is not programming.
I will agree with @svpino on this topic. In the future, the definition of programming may change, but at this point in time, prompt engineering is not programming.
I know that these kind of posts are "old story", but I still can't believe my eyes what was not possible only 2 years ago is a norm now.
I think I need to write a AI agent to read emails coming from kids' schools and notify me if there is an action item that I need to be aware of.
Not much publicly, but in my private conversations; I tried to tell the same. Microservices are needed for hypergrowth situations where you need to loosen the control or in situations where the company is so big that not all devs can talk to each other effectively anymore.
Not much publicly, but in my private conversations; I tried to tell the same. Microservices are needed for hypergrowth situations where you need to loosen the control or in situations where the company is so big that not all devs can talk to each other effectively anymore.
I experienced this problem first-hand. This problem can be explained with one single sentence: UI does not equal to UX.
I experienced this problem first-hand. This problem can be explained with one single sentence: UI does not equal to UX.
I do believe that there is no one solution. It depends where you are in your life at this point in time.
I do believe that there is no one solution. It depends where you are in your life at this point in time.
I believe @gdb ' definition of startup is slightly different from the majority. If you consider a company with 100s of head-count as a startup, well ..., it is not about being a startup anymore. Majority of the startups does not have that workforce.
I believe @gdb ' definition of startup is slightly different from the majority. If you consider a company with 100s of head-count as a startup, well ..., it is not about being a startup anymore. Majority of the startups does not have that workforce.
That is a recommendation overlooked frequently. I used to read Linux Kernel code while I was a student.
That is a recommendation overlooked frequently. I used to read Linux Kernel code while I was a student.
Here is my final blog post: AI Meets Code Execution: Transforming Conversations into Actions with Function Calling I created an end to end demo for function calling with Trelis/Llama-2–7b-chat-hf-function-calling-v2 model buff.ly/3tfe6p3
I recently wrote a blog post to show how RAG is used, step by step -- with full source code. Hands-On with RAG: Step-by-Step Guide to Integrating Retrieval Augmented Generation in LLMs buff.ly/47HJxat
I wrote a new blog post: 😊📝 Transcribing and Summarizing Videos: A Case Study using Distil-Whisper and LlaMA2 🎥🔍. If you are looking for a project to get your hands dirty, take a look. 👀🙌 buff.ly/46u4J2d
Görkem Çetin @gorkemcetin
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All you need is Kolmogorov–Arnold Network! 🔥🔥🔥 complete with GitHub repo 🚀🚀🚀🚀🚀 'KAN: Kolmogorov–Arnold Networks' from @MIT and @Caltech h/t @illumattnati
'All You Need Is Conformal Prediction" by Jonte Dancker #conformalprediction
How a book written in 1910 could teach you calculus better than several books of today [Full text: calculusmadeeasy.org]
Announcing surya reading order! It predicts the order that a human would read a document in. It's useful for RAG, accessibility, and text extraction. It works on a variety of documents, layouts, and languages.
NASA has recently regained communication with Voyager 1, the most distant human-made object located 15.1 billion miles away. The Voyager probes, launched in 1977, continue to surpass their expected lifespans, venturing into the unknown realms of interstellar space.
Llama 3 just changed the LLM game. People are finding wild use cases at GPT-4 level. There is a massive movement in the open source community. 10 examples (and ways to use Llama 3):
Just re-discovered this code from @jeremyphoward how to create schemas from functions w/ 4 lines of code, and no deps except pydantic
@ndemir Building technical products like ML models requires not just technical expertise but also effective communication & education of customers Training customers on the product's capabilities usage can often be a longer and more complex process than the technical development itself
Llama 3 as a Copilot in VSCode 🤩 Let me show you how to connect this amazing model that Meta released today! Here is a step-by-step tutorial! 🧵
Lindley's paradox makes it very clear why p-values are not measures of evidence absent context. If we want reliable measures of the evidence for something, we can use likelihoods or Bayes factors instead.
This Golang project will get you hired, TRUST. 10 hours of distributed dopamine. youtube.com/watch?v=bymQak…
By changing the sort order of one of my parquet tables at Airbnb, I was able to reduce its size from 35 GBs to 1 GB! Since there's 365 partitions of this data. It goes from being 12.2 TBs of data to 0.3 TBs. Remember when sorting your Parquet data that you should start with…
Of course... had to be an auto-responder, but just for giggles I replied with "ACK" to see what would happen. ... and then this came ⬇️
It is extremely extremely annoying to learn things when you're 40 that would have been very useful to know in your 20s.
im opensourcing worldsim of course i am worldsim sysprompt and conversation to intitialize: sysprompt: <sys>Assistant is in a CLI mood today. The human is interfacing with the simulator directly. capital letters and punctuation are optional meaning is optional hyperstition is…