Ollama windows preview is here!
ollama.com/download/windo…
Here is how to get started:
- Download + double click to install
- Open your favorite terminal and type ollama run llama2
🧵
We’ve just launched an Open Source AI Cookbook - a collection of notebooks for AI builders powered, as the name heavily implies, with Open Source - models, libraries, datasets, tools, etc.
huggingface.co/learn/cookbook…
Chain-of-Thought Reasoning Without Prompting
paper page: huggingface.co/papers/2402.10…
In enhancing the reasoning capabilities of large language models (LLMs), prior research primarily focuses on specific prompting techniques such as few-shot or zero-shot chain-of-thought (CoT)…
Building a ReAct Agent from Scratch 🧑🍳🤖
Our brand-new tutorial shows you how to build all the components of a ReAct agent by stitching components together in a DAG-based workflow, and then executing the DAG repeatedly in a loop.
Combine all the flexibility of Python (define…
Building a ReAct Agent from Scratch 🧑🍳🤖
Our brand-new tutorial shows you how to build all the components of a ReAct agent by stitching components together in a DAG-based workflow, and then executing the DAG repeatedly in a loop.
Combine all the flexibility of Python (define… https://t.co/1mpX36nmuC
OpenAI released a technical report on Sora:
- method for turning visual data of all types into a unified representation that enables large-scale training of generative models
- qualitative evaluation of Sora’s capabilities and limitations.
openai.com/research/video…
This is the coolest thing you'll see today!
Drawdata is a python library that allows you to draw a 2-D dataset of any shape in a Jupyter Notebook.
Very handy for learning & understanding the behaviour of ML algorithms!
Check this out👇
Adding Noise Increases Performance In RAG! 🤯
RAG has become one of the hottest research topics, and a new research paper is released almost daily.
This latest one is especially interesting as it has a counter-intuitive finding. The paper titled "The Power of Noise: Redefining…
RAG parameters are not one-size-fits-all, and you should tune it!
@ravithejads created a comprehensive walkthrough on how you should tune your retrieval parameters (specifically around hybrid search) based on properties of your query dataset.
For some queries, having a low α…
RAG parameters are not one-size-fits-all, and you should tune it!
@ravithejads created a comprehensive walkthrough on how you should tune your retrieval parameters (specifically around hybrid search) based on properties of your query dataset.
For some queries, having a low α… https://t.co/J4yetCRpme
Introducing MobileDiffusion, a novel approach with the potential for rapid (sub-second) text-to-image generation on-device. An efficient latent diffusion model with a comparably small model size, it is well suited for mobile deployment. Learn more →goo.gle/3vWqE5J
MambaByte: Token-free Selective State Space Model
Outperforms SotA subword Transformers while being tokenizer agnostic and achieving fast inference thanks to linear inference cost
arxiv.org/abs/2401.13660
👾Creating Games with AI Agents 🚣♂️ with crewAI
Code is opensource: github.com/joaomdmoura/cr…
I would really appreciate a retweet if you liked it ✨
This is a simple example, but check crewai.io if you wanna know how to build things like this into your apps.
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328K Followers 3K FollowingNVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
359K Followers 1K FollowingML/AI researcher & former stats professor turned LLM research engineer. Author of "Build a Large Language Model From Scratch" (https://t.co/O8LAAMRzzW).
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On Mastodon: @[email protected]
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1.4M Followers 1K FollowingBuilding @EurekaLabsAI. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets.
270K Followers 394 FollowingOfficial account of the Defense Advanced Research Projects Agency. Follows/retweets/links do not = endorsement. Breakthrough technologies for national security.
102K Followers 28 FollowingBuild AI agents over your documents
Github: https://t.co/HC19j7veGE
Docs: https://t.co/QInqg2yMCJ
LlamaCloud: https://t.co/yQGTiRSfFL
14K Followers 595 FollowingWayve is a leading developer of embodied intelligence for autonomous vehicles. We use AI to pioneer a next-generation approach to self-driving: AV2.0.
717K Followers 288 FollowingTogether with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
35K Followers 625 FollowingThe Office for AI is now part of the Department for Science, Innovation and Technology.
Follow @scitechgovuk for updates on AI from the UK Government.
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