State of AI @StateofAIbyGPT4
Weekly newsletter summaries of the most cited and discussed ML papers by GPT4. stateofaigpt.substack.com Joined March 2023-
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When it comes to #timeseries #forecasting transformers is what you do not need. The new architecture 'SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion' outperforms all transformers including all the latest transformers such as iTransformer and…
Phi-3, Groma, PhysDreamer, Reka Core & TextSquare in the new State of AI issue! Read here 👇 open.substack.com/pub/stateofaig…
phi-3-mini: 3.8B model matching Mixtral 8x7B and GPT-3.5 Plus a 7B model that matches Llama 3 8B in many benchmarks. Plus a 14B model. arxiv.org/abs/2404.14219
3D Gaussian is great, but how can you interact with it 🌹👋? Introducing #PhysDreamer: Create your own realistic interactive 3D assets from only static images! Discover how we do this below👇 🧵1/: Website: physdreamer.github.io
Someone just dropped a dataset of 15 trillion tokens (as many as were used to train Llama 3)!!! Download this now before it gets taken down for “copyright reasons” Breakdown in thread 🧵 👇👇
Private LLM for iOS v1.7.8 is now live on the App Store. 🎉 Experience the power of the latest Llama 3 8B Instruct model from @AIatMeta, running privately, fully on-device with no internet connection or telemetry. Works on all Pro, Pro Max iPhones and Apple Silicon iPads. Also,…
Google presents Many-Shot In-Context Learning - Proposes many-shot ICL, i.e., adding up to thousands of examples in context with Gemini 1.5, which boosts the perf significantly - Using synthetic CoT is very effect in this setting. arxiv.org/abs/2404.11018
The model card has some more interesting info too: github.com/meta-llama/lla… Note that Llama 3 8B is actually somewhere in the territory of Llama 2 70B, depending on where you look. This might seem confusing at first but note that the former was trained for 15T tokens, while the…
We've just uploaded a GGUF of the 8b llama-3 instruct model on @NousResearch's huggingface org: huggingface.co/NousResearch/M…
a single 4090 that's insane
a single 4090 that's insane https://t.co/fHjb2y1hQD
We just released Mixtral-8x22B-v0.1 and Mixtral-8x22B-Instruct-v0.1: - Free to use under Apache 2.0 license - Outperforms all open models - Native function calling - Masters English, French, Italian, German and Spanish. - Seq_len = 64K mistral.ai/news/mixtral-8…
State of AI Week 3, April 2024 - OmniFusion - MegaLodon - OSWorld - Rho-1 - Infini-attention open.substack.com/pub/stateofaig…
Ollama now supports WizardLM-2! 7B model: ollama run wizardlm2 Learn more: ollama.com/library/wizard… 8x22B model is uploading.
Ollama now supports WizardLM-2! 7B model: ollama run wizardlm2 Learn more: ollama.com/library/wizard… 8x22B model is uploading.
AI Agents are an Amazing Hack !! Here are some @crewAIInc Tips from some recent adventures - Use @GroqInc with Mixtral 8X7B for quick prototyping and testing .. will save you $$$ specially spend on OpenAI APIs. Explained in the video .. - Add a rating or validator agent as a…
TimeGPT is the first foundation model specifically designed for time series analysis. It excels at generating precise forecasts across a diverse range of datasets and domains. Here's what you need to know about it: 1/8
🔥State of AI #53🔥 Read about: - Octopus v2 - MiniGPT-4-Video - Mixture-of-Depths - LLMs as compilers - Visual Autoregressive Modeling 👇👇👇 open.substack.com/pub/stateofaig…
God bless @JustineTunney's llamacpp kernels, Mixtral8x22b running CPU ONLY at ~9 tokens per sec. Yep that's GPT4 class AI. I'll push out cpu-optimized 4bit/8bit EdgeQuants after benchmarking.
Introducing Parler-TTS: an inference and training library for high-quality, controllable text-to-speech (TTS) models 🗣️ To fuel the development of open-source TTS research, we are open-sourcing all datasets, training code and our first iteration checkpoint: Parler-TTS Mini v0.1
GPU Poor? **Friends** is all you need. i built a distributed training module from scratch that performs model training over a cluster of M-series macs connected over the same network. this was inspired by @anyscalecompute's Ray, @hnasr's work, @ShopifyEng's merlin article and…
GPT-4 Turbo with Vision is now generally available in the API. Vision requests can now also use JSON mode and function calling. platform.openai.com/docs/models/gp… Below are some great ways developers are building with vision. Drop yours in a reply 🧵
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Cool new work from some colleagues at Apple: more accurate LLMs with fewer parameters and fewer pre-training tokens. Also has MLX support out of the box! Code here: github.com/apple/corenet/…
Apple presents OpenELM An Efficient Language Model Family with Open-source Training and Inference Framework The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and
phi-3-mini: 3.8B model matching Mixtral 8x7B and GPT-3.5 Plus a 7B model that matches Llama 3 8B in many benchmarks. Plus a 14B model. arxiv.org/abs/2404.14219
3D Gaussian is great, but how can you interact with it 🌹👋? Introducing #PhysDreamer: Create your own realistic interactive 3D assets from only static images! Discover how we do this below👇 🧵1/: Website: physdreamer.github.io
Llama 3 on @GroqInc is incredible The 70b model beat opus on my financial RAG tests. Llama 3 RAG results: • speed: 2.59s • correctness: 81.33% This is the highest score I have seen on financial RAG. • 7 secs faster than opus • 4% more correct than opus With insane…
Someone just dropped a dataset of 15 trillion tokens (as many as were used to train Llama 3)!!! Download this now before it gets taken down for “copyright reasons” Breakdown in thread 🧵 👇👇
Private LLM for iOS v1.7.8 is now live on the App Store. 🎉 Experience the power of the latest Llama 3 8B Instruct model from @AIatMeta, running privately, fully on-device with no internet connection or telemetry. Works on all Pro, Pro Max iPhones and Apple Silicon iPads. Also,…
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing AlphaLLM for the self-improvements of LLMs, which integrates Monte Carlo Tree Search (MCTS) with LLMs to establish a self-improving loop, thereby enhancing the capabilities of LLMs without additional…
Google presents Many-Shot In-Context Learning - Proposes many-shot ICL, i.e., adding up to thousands of examples in context with Gemini 1.5, which boosts the perf significantly - Using synthetic CoT is very effect in this setting. arxiv.org/abs/2404.11018
The model card has some more interesting info too: github.com/meta-llama/lla… Note that Llama 3 8B is actually somewhere in the territory of Llama 2 70B, depending on where you look. This might seem confusing at first but note that the former was trained for 15T tokens, while the…
We've just uploaded a GGUF of the 8b llama-3 instruct model on @NousResearch's huggingface org: huggingface.co/NousResearch/M…
a single 4090 that's insane
Incredible stuff! Microsoft's new Model can produce Deepfake with 1-photo and 1-audio!!!!
We just released Mixtral-8x22B-v0.1 and Mixtral-8x22B-Instruct-v0.1: - Free to use under Apache 2.0 license - Outperforms all open models - Native function calling - Masters English, French, Italian, German and Spanish. - Seq_len = 64K mistral.ai/news/mixtral-8…
Ollama now supports WizardLM-2! 7B model: ollama run wizardlm2 Learn more: ollama.com/library/wizard… 8x22B model is uploading.
🔥Today we are announcing WizardLM-2, our next generation state-of-the-art LLM. New family includes three cutting-edge models: WizardLM-2 8x22B, 70B, and 7B - demonstrates highly competitive performance compared to leading proprietary LLMs. 📙Release Blog:…
🚀Excited to introduce ResearchAgent🤖, your new partner in crafting the next best papers!📰 ResearchAgent is designed to revolutionize your research process, which automatically identifies problems, develops methods, and designs experiments. Paper: arxiv.org/abs/2404.07738
Kinda wild that you can merge models with SoTA techniques at the click of a button! 🤯 Presenting MergeKit UI - Drop in your config, access token and voila, you get a merged model back! Supported merging methods: 1. Model Soups 2. SLERP 3. Task Arithmetic 4. TIES 5. DARE TIES…
AI Agents are an Amazing Hack !! Here are some @crewAIInc Tips from some recent adventures - Use @GroqInc with Mixtral 8X7B for quick prototyping and testing .. will save you $$$ specially spend on OpenAI APIs. Explained in the video .. - Add a rating or validator agent as a…
current state of AI publishing summed up
TimeGPT is the first foundation model specifically designed for time series analysis. It excels at generating precise forecasts across a diverse range of datasets and domains. Here's what you need to know about it: 1/8
God bless @JustineTunney's llamacpp kernels, Mixtral8x22b running CPU ONLY at ~9 tokens per sec. Yep that's GPT4 class AI. I'll push out cpu-optimized 4bit/8bit EdgeQuants after benchmarking.
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