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Artificial Intelligence & Machine Learning




GPT-4 passes Turing test: "In a pre-registered Turing test we found GPT-4 is judged to be human 54% of the time ... this is the most robust evidence to date that any system passes the Turing test."
r/singularity

Everything pertaining to the technological singularity and related topics, e.g. AI, human enhancement, etc.


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GPT-4 passes Turing test: "In a pre-registered Turing test we found GPT-4 is judged to be human 54% of the time ... this is the most robust evidence to date that any system passes the Turing test."









The simplest, easiest way to understand that LLMs don't reason. When a situation arises that they haven't seen, they have no logic and can't make sense of it - it's currently a game of whack-a-mole. They are pattern matching across vast amounts of their training data. Scale isn't all that's needed.
r/singularity

Everything pertaining to the technological singularity and related topics, e.g. AI, human enhancement, etc.


Members Online
The simplest, easiest way to understand that LLMs don't reason. When a situation arises that they haven't seen, they have no logic and can't make sense of it - it's currently a game of whack-a-mole. They are pattern matching across vast amounts of their training data. Scale isn't all that's needed.




llama3.np: pure NumPy implementation for Llama 3 model
r/LocalLLaMA

Subreddit to discuss about Llama, the large language model created by Meta AI.


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llama3.np: pure NumPy implementation for Llama 3 model

Over the weekend, I took a look at the Llama 3 model structure and realized that I had misunderstood it, so I reimplemented it from scratch. I aimed to run exactly the stories15M model that Andrej Karpathy trained with the Llama 2 structure, and to make it more intuitive, I implemented it using only NumPy.

https://docs.likejazz.com/llama3.np/
https://github.com/likejazz/llama3.np

I implemented the core technologies adopted by Llama, such as RoPE, RMSNorm, GQA, and SwiGLU, as well as KV cache to optimize them. As a result, I was able to run at a speed of about 33 tokens/s on an M2 MacBook Air. I wrote a detailed explanation on the blog and uploaded the full source code to GitHub.

I hope you find it useful.







Google Employee used project Astra to react to GPT-4o. "Gemini and I also got a chance to watch the @OpenAI live announcement of gpt4o, using Project Astra! Congrats to the OpenAI team, super impressive work!
r/singularity

Everything pertaining to the technological singularity and related topics, e.g. AI, human enhancement, etc.


Members Online
Google Employee used project Astra to react to GPT-4o. "Gemini and I also got a chance to watch the @OpenAI live announcement of gpt4o, using Project Astra! Congrats to the OpenAI team, super impressive work!



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