Ward Plunet @StartupYou
Phd in Neuroscience looking at the intersection between machine learning and neuroscience #machinelearning #AI #neuroscience Vancouver, Canada Joined December 2011-
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Think people might want to try this out
this is a pretty good one. If you can only see one of the two - try shifting you gaze to in front of the car or behind the car.
this is a pretty good one. If you can only see one of the two - try shifting you gaze to in front of the car or behind the car.
Google presents Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention 1B model that was fine-tuned on up to 5K sequence length passkey instances solves the 1M length problem arxiv.org/abs/2404.07143
Meta confirms Llama 3 coming in the 'next month' techcrunch.com/2024/04/09/met…
Always wondered why more people weren't try to train with compressed text - but in this case that had to device a novel compression technique.
Always wondered why more people weren't try to train with compressed text - but in this case that had to device a novel compression technique.
Considerable reduction in required FLOPs for the same performance.
Considerable reduction in required FLOPs for the same performance.
The new editing tools in DALLE are nice. Not perfect but overall worked for me.
To exploring more of the design space
To exploring more of the design space
Worth taking a look at if you want to think of the idea of converting brain networks to NNs.
Worth taking a look at if you want to think of the idea of converting brain networks to NNs.
I'm excited to share our latest fMRI-to-image paper 🥳 MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data! 🧠👁️ arXiv: arxiv.org/abs/2403.11207 project page: medarc.ai/mindeye2
Thinking quietly helps in thinking aloud - we added an additional result to the Quiet-STaR paper! We also open sourced code and weights today.
Thinking quietly helps in thinking aloud - we added an additional result to the Quiet-STaR paper! We also open sourced code and weights today.
I really like the approach of this paper. And this thread offers a very nice explanation of the paper.
I really like the approach of this paper. And this thread offers a very nice explanation of the paper.
Take a read of this perspective on the need for NeuroAI.
Take a read of this perspective on the need for NeuroAI.
Ok this paper is bonkers and I love it biorxiv.org/content/10.110…
Something to read. Deep learning researchers might get inspired.
Something to read. Deep learning researchers might get inspired.
Interesting thread: neuroscience knowledge to help machine learning.
Interesting thread: neuroscience knowledge to help machine learning.
This could speed up research ideas, and narrow down the near infinite possible experiments that could be run.
This could speed up research ideas, and narrow down the near infinite possible experiments that could be run.
Context window of videos with 1M tokens
Context window of videos with 1M tokens
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Ali Behrouz @behrouz_ali
912 Followers 848 Following Ph.D. Student @cornell, interested in machine learning.
📌 Pretty interesting proposal in this paper - Finetuning an LLM without actually training its own weights. 📌 "Tuning Language Models by Proxy" 🔥 Proxy-Tuning relies on a setup where you have a large LLM that you don't want to/can't fine-tune, and a pair of small LLMs that…
The paper shows that specific personality traits 🤡 bias to fMRI in related cognitive tasks. biorxiv.org/content/10.110…
@convex_dev Why is this meaningful? Last time I saw this project, I didn't even bother because I don't want to waste money paying for ChatGPT API every time these AI characters do something. But now that it runs 100% local, it has suddenly become one of the most fascinating AI projects.
Here is a full colab notebook if you dont want to copy the code by hand. Again thanks to @Teknium1 for the suggestion colab.research.google.com/drive/1bX4BsjL…
My gift to the world. Train llama-3-8b on any dataset with 1,500 lines or less (about) with free google colab tier (all code provided in model card. Using (Unsloth + Galore + Qlora) Qalore if you will 🤷♂️ huggingface.co/rombodawg/test…
Been workin on a voice interface in the Soul Engine. It's not quite there, but this conversation blew my mind. "you're like a god in the world of AI"
VibesEval - an eval that generates a simulated transcript of an AI researcher using an LLM for the first time and noting their impressions
Honest question- why isn’t BOJ selling USTs and intervene? Yen is at free fall. Japan has lost 4% of purchasing power in 3 weeks and counting. This is insane.
Why this works: for effective feature learning in neural networks using an Adam optimizer, learning rate needs to be inversely proportional to the width (a.k.a. model dimension) when your width is large. (screenshot from Tensor Programs V)
if you are using LoRA: divide the A matrix learning rate by 8 and multiply the B matrix learning rate by 8. you can thank me later
🆕 @latentspacepod: The Summer of Simulative AI! latent.space/p/sim-ai "one of the first truly ai native products, and will be as impactful as chatgpt." - @blader "Trying out @figma on Websim" - @zoink "literally the most alpha that has ever leaked" - @deepfates Having…
Apple lets you export Apple Health data — but you get a huge (!) xml file with a wild schema 🫠 I put together a crude 🐍 python script that turns the .xml (1GB for 2.5M entries in my case) into a simple parquet file (35MB) w/ 5 columns: - type - value - start - end - created
As a subscriber to AINews it's cool to see our model getting picked up in the summarizer. My fav daily recap @swyx
Some of you know I've spent the past ~20 years looking for ways to apply #AgingBiology to improve health (dramatically). Five years ago, what I've learned drove me to start @GordianBio with @leportfr, as a way to cut through biological complexity. Today we're starting to share…
Shouldn’t aging be part of drug discovery for diseases of aging? gordian.bio/blog/introduci… Gordian exists to move therapeutic testing from plastic wells and young mice into a living environment with all the complexity present in patients with age-related disease. We’re now…
So, building on the work of excellent scientists in #GeneTherapy & #SingleCell sequencing, we invented a way to run hundreds of independent tests of candidate therapies, inside a living animal. Here's a video explaining how we combine code and biotechnology to make this happen:…
✨New Paper Alert✨ Excited to introduce ExPO, an extremely simple method to boost LLMs' alignment with human preference, via weak-to-strong model extrapolation 👇 #LLMs #MachineLearning #NLProc #ArtificialIntelligence #AI
It’s not like I really wanna live “forever” forever. I just wanna be able to decide my own lifespan by myself. Maybe it’s hundreds, maybe it’s thousands, But certainly not 80-90
Lobe Chat 1 Click Launcher An LLM Client/Agent Platform, supporting BOTH Local LLMs (@ollama) & LLM APIs (OpenAI, Anthropic, Google, Groq, Mistral, Openrouter, ..) And it just added support for Llama3 so some cool things starting to make more sense, like "Agents".
Run OpenVoice 2 Locally, with 1 Click. I wrote a local-first gradio app AND a 1-click launcher for running OpenVoice 2 on ALL operating systems (Windows, Mac, Linux). This is probably the only implementation that currently works for all platforms and for all languages.
Introduce OpenVoice V2 - a Text-to-Speech model that can clone any voice and speak in any language. Developed by MyShell and @MIT_CSAIL researchers. 🌐 Imagine your voice going global in multiple languages. 🔊 OpenVoice V2 breaks the language barrier and redefines voice…
Here's the 256k (262k) version built on OSS tools so that anyone can reproduce on their own. Trained using PoSE further extending our previous 64k version at the original RoPE theta. Per our previous experiments, I expect this should handle passkey retrieval up to 512k. 🤗Model:…
We just released the first LLama-3 8B with a context length of over 160K onto Hugging Face! SOTA LLMs can learn to operate on long context with minimal training (< 200M tokens, powered by @CrusoeEnergy's compute) by appropriately adjusting RoPE theta. 🔗 huggingface.co/gradientai/Lla…
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