Lewis Walker ➲
@lewiswalkerai
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𝗨𝘀𝗶𝗻𝗴 𝗚𝗣𝗧-𝟰𝗼 𝘁𝗼 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲 𝗮 𝘃𝗶𝗱𝗲𝗼 𝗴𝗮𝗺𝗲 𝗳𝗿𝗼𝗺 𝗮 𝘀𝗰𝗿𝗲𝗲𝗻𝘀𝗵𝗼𝘁 𝗶𝗻 𝗹𝗲𝘀𝘀 𝘁𝗵𝗮𝗻 𝟭 𝗺𝗶𝗻𝘂𝘁𝗲..
Credit: Alvaro Cintas
#generativeai
#artificialintelligence
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𝗥𝘂𝗻𝘄𝗮𝘆 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝗱 𝗠𝘂𝗹𝘁𝗶 𝗠𝗼𝘁𝗶𝗼𝗻 𝗕𝗿𝘂𝘀𝗵 𝗳𝗼𝗿 𝗚𝗲𝗻-𝟮 🖌️💥
It allows you to apply different animations to multiple elements in static images.
#ai
#ml
#generativeai
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𝗦𝗮𝗸𝗮𝗻𝗮 𝗔𝗜 𝗰𝗼𝗺𝗯𝗶𝗻𝗲𝘀 𝟱𝟬𝟬,𝟬𝟬𝟬 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲 𝗺𝗼𝗱𝗲𝗹𝘀 🪢
Its “evolutionary” training method created three new foundation models with desired capabilities
#artificialintelligence
#generativeai
#sakanaai
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𝗧𝗵𝗶𝘀 𝗚𝗶𝘁𝗛𝘂𝗯 𝗿𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆 𝗵𝗲𝗹𝗽𝘀 𝘆𝗼𝘂 𝗯𝘂𝗶𝗹𝗱 𝗮 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹 𝗳𝗿𝗼𝗺 𝘀𝗰𝗿𝗮𝘁𝗰𝗵 💫☄️
Link to 'LLMs-from-scratch' repository in comments.
Credit: Sebastian Raschka
#ai
#artifificialintelligence
#generativeai
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NVIDIA unveiled worlds most powerful AI chip 🦾
➲ Blackwell reduces cost up to 25% vs. H100
➲ It’s designed for trillion-parameter models
➲ 2000 Blackwell chips would take 90 days to train GPT-4 (1.8T parameters)
#artificialintelligence
#nvidia
#gtc
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You can now visualise your RAG Data 〽️🧬
The animation displays UMAP embeddings of document snippets, color-coded by relevance to the question 'Who built the Nürburgring?'
This two-dimensional mapping of RAG data can help debug and enhance performance.
#ai
#generativeai
#rag
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𝟮𝟲 𝗽𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 𝘁𝗼 𝗶𝗺𝗽𝗿𝗼𝘃𝗲 𝘁𝗵𝗲 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗼𝗳 𝗟𝗟𝗠 𝗿𝗲𝘀𝗽𝗼𝗻𝘀𝗲𝘀 𝗯𝘆 𝟱𝟬% 👩💻💫
Principle
#6
: Add “I’m going to tip $xxx for a better solution!”
Link to paper:
#ai
#artificialintelligence
#promptengineering
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𝗢𝗽𝗲𝗻𝗔𝗜'𝘀 𝗖𝗧𝗢 𝗠𝗶𝗿𝗮 𝗠𝘂𝗿𝗮𝘁𝗶 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝘀 𝗦𝗼𝗿𝗮'𝘀 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗱𝗮𝘁𝗮 🌪️
What are your thoughts?
Video credit: WSJ
#artificialintelligence
#generativeai
#sora
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𝗬𝗮𝗻𝗻 𝗟𝗲𝗖𝘂𝗻, 𝗖𝗵𝗶𝗲𝗳 𝗔𝗜 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁 𝗮𝘁 𝗠𝗲𝘁𝗮, 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝘀 𝘁𝗵𝗲 𝗽𝗼𝘄𝗲𝗿 𝗼𝗳 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲 𝗔𝗜 𝗮𝗻𝗱 𝗶𝘁𝘀 𝗿𝗼𝗹𝗲 𝗶𝗻 𝗮𝗰𝗰𝗲𝗹𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝗽𝗿𝗼𝗴𝗿𝗲𝘀𝘀 🌐📈
Source: WEF 2024
#ai
#artificialintelligence
#opensource
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𝗕𝘆𝘁𝗲𝗗𝗮𝗻𝗰𝗲, 𝘁𝗵𝗲 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 𝗯𝗲𝗵𝗶𝗻𝗱 𝗧𝗶𝗸𝗧𝗼𝗸, 𝗿𝗲𝘃𝗲𝗶𝗹𝗲𝗱 𝗠𝗮𝗴𝗶𝗰𝗩𝗶𝗱𝗲𝗼-𝗩𝟮 💥📹
Its new text-to-video generation model outperforms market leaders, including Pika 1.0 and SVD-XT, according to human evaluations.
#ai
#artificialintelligence
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𝗡𝘃𝗶𝗱𝗶𝗮 𝗹𝗮𝘂𝗻𝗰𝗵𝗲𝘀 𝗚𝗲𝗙𝗼𝗿𝗰𝗲 𝗥𝗧𝗫 𝟰𝟬 𝗦𝘂𝗽𝗲𝗿 𝗚𝗣𝗨𝘀 🔥🧠
More speed at a fraction of the power.
#ai
#artificialintelligence
#nvidia
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𝗬𝗼𝘂 𝗰𝗮𝗻 𝗻𝗼𝘄 𝗿𝘂𝗻 𝗠𝗲𝘁𝗮'𝘀 𝗦𝗲𝗴𝗺𝗲𝗻𝘁 𝗔𝗻𝘆𝘁𝗵𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗹 (𝗦𝗔𝗠) 𝗶𝗻 𝘆𝗼𝘂𝗿 𝗯𝗿𝗼𝘄𝘀𝗲𝗿 💥
#generativeai
#artificialintelligence
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𝗡𝗩𝗜𝗗𝗜𝗔 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 (𝗡𝗜𝗠𝘀) 𝗮𝗰𝗰𝗲𝗹𝗲𝗿𝗮𝘁𝗲 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁
#artificialintelligence
#generativeai
#nims
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𝗜𝘀 𝘁𝗵𝗶𝘀 𝘁𝗵𝗲 𝗲𝗮𝘀𝗶𝗲𝘀𝘁 𝘄𝗮𝘆 𝘁𝗼 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲 𝗮𝗻 𝗟𝗟𝗠? 💃
With gpt-llm-trainer, input your task description, and the system will generate a dataset, parse it, and fine-tune a LLaMA 2 or GPT-3.5 model.
It’s open-source. Link to repository in comments.
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FDA clears first AI-powered handheld device that detects all major skin cancers 🧬💫
In an FDA study, DermaSensor accurately identified 96% of skin cancers and demonstrated a 97% success rate in correctly ruling out cancer.
#ai
#artificialintelligence
#healthtech
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𝗧𝗵𝗶𝘀 𝗶𝘀 𝘄𝗶𝗹𝗱! 𝗖𝗵𝗶𝗻𝗮 𝗷𝘂𝘀𝘁 𝗮𝗻𝗻𝗼𝘂𝗻𝗰𝗲𝗱 𝗶𝘁𝘀 𝗿𝗶𝘃𝗮𝗹 𝘁𝗼 𝗢𝗽𝗲𝗻𝗔𝗜’𝘀 𝗦𝗼𝗿𝗮 😳
Seeing is no longer believing.
Wild.
#generativeai
#artificialintelligence
#vidu
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𝗔𝗻𝗱𝗿𝗲𝗷 𝗞𝗮𝗿𝗽𝗮𝘁𝗵𝘆 𝘁𝗮𝗹𝗸𝘀 𝗟𝗟𝗠 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺 + 𝗺𝗼𝗿𝗲 🎙️
↓
Highlights:
➲ Major players like OpenAI are working towards an "LLM Operating System", similar to a traditional operating system, where LLMs serve as the "CPU" linked to various
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𝗣𝗵𝗶-𝟯 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 𝗼𝗻 𝗮𝗻 𝗶𝗣𝗵𝗼𝗻𝗲 𝘂𝘀𝗶𝗻𝗴 𝗠𝗟𝗫 💥
Tidy.
Credit: Exo Labs
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Stanford researchers unveiled a robot that performs your tasks through imitation learning🧹🍳
ALOHA replicates human actions with precision after observing the performance of a specific task on a few occasions.
#ai
#machinelearning
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𝗜𝘀 𝘁𝗵𝗶𝘀 𝘁𝗵𝗲 𝗳𝗮𝘀𝘁𝗲𝘀𝘁 𝗰𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗔𝗜? 🗣️💫
You can try Bland Turbo via the link the comments.
Let me know what you think.
#ai
#artificialintelligence
#generativeai
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𝗧𝗵𝗶𝘀 𝗶𝘀 𝗶𝗻𝘀𝗮𝗻𝗲! 𝗧𝗵𝗶𝘀 𝗔𝗜 𝘃𝗼𝗶𝗰𝗲 𝗰𝗵𝗮𝘁 𝘀𝗼𝘂𝗻𝗱𝘀 𝘄𝗮𝘆 𝘁𝗼𝗼 𝗵𝘂𝗺𝗮𝗻 😳
And it’s also 2x faster than any other setup of comparable quality 👇
Gazelle is a pioneering public LLM that:
- Listens directly to audio without needing to convert it to…
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𝗕𝗿𝗲𝗮𝗸𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗔𝗜 𝗶𝗺𝗮𝗴𝗲 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝗶𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗲𝗱 𝗯𝘆 𝗠𝗜𝗧 ⚡
30 times faster than Stable Diffusion
Distribution Matching Distillation (DMD) is built different:
➲ Condenses knowledge of a multi-step model (like Stable Diffusion) into a
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𝗡𝗩𝗜𝗗𝗜𝗔 𝗷𝘂𝘀𝘁 𝗺𝗮𝗱𝗲 𝗣𝗮𝗻𝗱𝗮𝘀 𝟱𝟬𝘅 𝗳𝗮𝘀𝘁𝗲𝗿 𝘄𝗶𝘁𝗵 𝘇𝗲𝗿𝗼 𝗰𝗼𝗱𝗲 𝗰𝗵𝗮𝗻𝗴𝗲𝘀..
It's now directly integrated into Google Colab.
#generativeai
#artificialintelligence
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𝗜𝘀 𝘁𝗵𝗶𝘀 𝘁𝗵𝗲 𝗳𝗮𝘀𝘁𝗲𝘀𝘁 𝘄𝗮𝘆 𝘁𝗼 𝘀𝗲𝗮𝗿𝗰𝗵 𝗳𝗼𝗿 𝗰𝗹𝗼𝘁𝗵𝗲𝘀? 🕺💃
Showroom uses AI to learn shopping preferences, providing hyper-tailored and fast recommendations when online shopping.
#ai
#artificialintelligence
#fashion
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𝗚𝗼𝗼𝗴𝗹𝗲'𝘀 𝗚𝗲𝗺𝗶𝗻𝗶 𝗨𝗹𝘁𝗿𝗮 𝗲𝘅𝗽𝗲𝗰𝘁𝗲𝗱 𝘁𝗼 𝗯𝗲 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝗱 𝗹𝗮𝘁𝗲𝗿 𝘁𝗵𝗶𝘀 𝘄𝗲𝗲𝗸 💎☄️
It appears to have been confirmed through the Google Bard change log.
Link to source in comments.
Credit: Dylan Roussel on X
#ai
#generativeai
#google
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𝗔 𝗻𝗲𝘂𝗿𝗮𝗹 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗶𝘀 𝗹𝗶𝗸𝗲 𝗮 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝗯𝗿𝗮𝗶𝗻 𝗶𝗻𝘀𝗽𝗶𝗿𝗲𝗱 𝗯𝘆 𝘁𝗵𝗲 𝗵𝘂𝗺𝗮𝗻 𝗺𝗶𝗻𝗱 🎶🧠
Image generated with DALL·E 3
#ai
#artificialintelligence
#neuralnetwork
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𝗖𝗵𝗶𝗻𝗮 𝗮𝗶𝗿𝘀 𝗳𝗶𝗿𝘀𝘁-𝗲𝘃𝗲𝗿 𝗔𝗜 𝗮𝗻𝗶𝗺𝗮𝘁𝗲𝗱 𝘀𝗲𝗿𝗶𝗲𝘀 🧧
The text-to-video model series by China Media Group and Shanghai AI Lab features ancient tales inspired by classic Chinese poetry.
Via powerai
#artificialintelligence
#generativeai
#china
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𝗦𝗮𝗺 𝗔𝗹𝘁𝗺𝗮𝗻 𝘂𝘀𝗲𝘀 𝗚𝗣𝗧-𝟰𝗼 𝗮𝘀 𝗮 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 𝗻𝗲𝘅𝘁 𝘁𝗼 𝗵𝗶𝗺 𝘁𝗼 𝗵𝗲𝗹𝗽 𝗸𝗲𝗲𝗽 𝗵𝗶𝗺 𝗶𝗻 𝘁𝗵𝗲 𝘇𝗼𝗻𝗲 𝘄𝗵𝗶𝗹𝗲 𝗵𝗲 𝘄𝗼𝗿𝗸𝘀...
#generativeai
#artificialintelligence
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𝗢𝗽𝗲𝗻𝗔𝗜'𝘀 𝘂𝗽𝗱𝗮𝘁𝗲𝗱 𝗚𝗣𝗧-𝟰 𝗧𝘂𝗿𝗯𝗼 𝗿𝗲𝗰𝗹𝗮𝗶𝗺𝘀 𝘀𝘂𝗽𝗿𝗲𝗺𝗮𝗰𝘆 📈
Plus, more insights in Generative AI today from Cohere, Amazon, Meta and more.
Here's everything you need to know in Generative AI right now:
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Google DeepMind introduced Genie, an AI that can generate interactive video games from text or image prompts 🧞
The model is trained on 200,000 hours of unsupervised public internet gaming footage.
#artificialintelligence
#generativeai
#google
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𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗶𝘀 𝗴𝗲𝘁𝘁𝗶𝗻𝗴 𝘄𝗶𝗹𝗱: The First LLM Agent Operating System
Additionally, breakthroughs and developments from AMD, Cohere, Stanford, YouTube, Gretel, and more.
The most impactful Generative AI insights today:
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𝗔𝗽𝗽𝗹𝗲 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀 𝗶𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗲 𝗥𝗲𝗔𝗟𝗠 🍏
An LLM for more seamless hands-free Siri experiences.
👇
Overview:
1. Scope
𝘙𝘦𝘈𝘓𝘔 𝘤𝘰𝘯𝘴𝘪𝘥𝘦𝘳𝘴 𝘰𝘯-𝘴𝘤𝘳𝘦𝘦𝘯 𝘤𝘰𝘯𝘵𝘦𝘯𝘵, 𝘣𝘢𝘤𝘬𝘨𝘳𝘰𝘶𝘯𝘥 𝘵𝘢𝘴𝘬𝘴, 𝘢𝘯𝘥
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The LLM API Hosts Leaderboard 💯
It compares the inference performance of model-host API combinations across various metrics including quality, throughput, latency, price, context window, and more.
Source: ArtificialAnalysis/X
#ai
#artificialintelligence
#inference
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𝗜𝘀 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝘁𝗵𝗲 𝗳𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝘀𝘆𝘀𝘁𝗲𝗺𝘀? 💻🧠
Open Interpreter lets you control your computer via Large Language Models.
Video source: Open Interpreter
#ai
#artificialintelligence
#llm
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𝗔𝗜 𝗱𝗲𝗰𝗿𝘆𝗽𝘁𝗲𝗱 𝗮 𝘀𝗰𝗿𝗼𝗹𝗹 𝗱𝗮𝘁𝗶𝗻𝗴 𝗯𝗮𝗰𝗸 𝟮,𝟬𝟬𝟬 𝘆𝗲𝗮𝗿𝘀 𝗳𝗿𝗼𝗺 𝗮𝗻 𝗮𝗻𝗰𝗶𝗲𝗻𝘁 𝗥𝗼𝗺𝗮𝗻 𝗹𝗶𝗯𝗿𝗮𝗿𝘆 📜🌋
The AI detected patterns missed by humans, overcoming the challenge of the Herculaneum Papyri
#ai
#artificialintelligence
#herculaneum
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Tencent researchers released a paper on recent advances in MultiModal Large Language Models 💎⚡
The paper analysed 26 MM-LLMs, comparing across benchmarks and detailing ‘key recipes’ for enhancing the models.
Link to paper:
#ai
#generativeai
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Alibaba's EMO transforms any image/audio into an animated singing video 💫
Utilising frame encoding, diffusion, and expression mapping, it ensures facial expressions align seamlessly with the voice and mood of the audio.
Video credit: Freaky AI
#artificialintelligence
#emo
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𝗢𝗽𝗲𝗻𝗔𝗜 𝗷𝘂𝘀𝘁 𝗮𝗻𝗻𝗼𝘂𝗻𝗰𝗲𝗱 𝗚𝗣𝗧-𝟰𝗼
A new model providing enhanced GPT-4-level capabilities to everyone, free of charge.
"im-also-a-good-gpt2-chatbot" in the LMSYS Arena last week was GPT-4o all along.
#generativeai
#artificialintelligence
#openai
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𝗔𝗜 𝘂𝗻𝗶𝗰𝗼𝗿𝗻 𝗚𝗿𝗼𝗾 𝗙𝗼𝘂𝗻𝗱𝗲𝗿 & 𝗖𝗘𝗢:
“It’s completely broken that we keep thinking of each technology displacing work” - Johnathan Ross
He then gives a concrete example:
The Jevons Paradox.
"In the 1860’s.. every time steam engines got more efficient,…
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𝗭𝘂𝗰𝗸𝗲𝗿𝗯𝗲𝗿𝗴 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝘀 𝗠𝗲𝘁𝗮'𝘀 𝗽𝗹𝗮𝗻𝘀 𝘁𝗼 𝗱𝗲𝘃𝗲𝗹𝗼𝗽 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 (𝗔𝗚𝗜) 💎☄️
#ai
#artificialintelligence
#opensource
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𝗔 𝘃𝗶𝘀𝘂𝗮𝗹𝗶𝘀𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗗𝗕𝗦𝗖𝗔𝗡 𝗰𝗹𝘂𝘀𝘁𝗲𝗿𝗶𝗻𝗴 📿☄️
DBSCAN, a clustering algorithm, groups data points based on density, making it useful for identifying clusters of any shape.
#ai
#machinelearning
#data
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𝗖𝗵𝗮𝘁𝗚𝗣𝗧'𝘀 𝗻𝗲𝘄 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗰𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗰𝗵𝗮𝘁 𝗶𝘀 𝗶𝗻𝘀𝗮𝗻𝗲
The model understands audio, video, and detects emotion in your voice
#generativeai
#artificialintelligence
#openai
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𝗧𝗵𝗲 𝗿𝗲𝗺𝗮𝗿𝗸𝗮𝗯𝗹𝗲 𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻 𝗼𝗳 𝗡𝗩𝗜𝗗𝗜𝗔 𝘃𝘀. 𝗕𝗶𝘁𝗰𝗼𝗶𝗻, 𝗮𝗻𝗱 𝗚𝗼𝗹𝗱 📈
Which will have a bigger impact in the next decade: AI or crypto?
Credit: James Eagle
#artificialintelligence
#generativeai
#nvidia
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Hugging Face launches open source AI Assistant maker to rival OpenAI’s custom GPTs 🤗💫
It's free to use and share, in contrast to requiring a $20 subscription.
#ai
#artificialintelligence
#huggingface
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𝗣𝗿𝗼𝗺𝗽𝘁 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗽𝗮𝘁𝘁𝗲𝗿𝗻𝘀 📈⚡
An extensive area of knowledge and research crucial for developing applications with LLMs.
Image source:
#ai
#generativeai
#promptengineering
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𝗡𝗩𝗜𝗗𝗜𝗔'𝘀 𝗯𝗶𝗹𝗹𝗶𝗼𝗻𝗮𝗶𝗿𝗲 𝗔𝗜 𝗳𝗼𝘂𝗻𝗱𝗲𝗿 & 𝗖𝗘𝗢 𝗝𝗲𝗻𝘀𝗲𝗻 𝗛𝘂𝗮𝗻𝗴:
“If you need expert advice on anything related to IT, software, business processes... this is the best team in the world”
He also added:
“Ladies and gentlemen: Deloitte.…
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𝗚𝗮𝗺𝗲-𝗰𝗵𝗮𝗻𝗴𝗲𝗿: 𝗚𝗼𝗼𝗴𝗹𝗲 𝗷𝘂𝘀𝘁 𝗶𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗲𝗱 𝗠𝗲𝗱-𝗚𝗲𝗺𝗶𝗻𝗶, 𝘁𝗵𝗲 𝘄𝗼𝗿𝗹𝗱'𝘀 𝗺𝗼𝘀𝘁 𝗰𝗮𝗽𝗮𝗯𝗹𝗲 𝗔𝗜 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲𝗱 𝗳𝗼𝗿 𝗵𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 😳
Google's latest AI outperforms top models (even GPT-4) on 10 of 14
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This paper explores both RAG and Fine-Tuning, including the accuracy improvements achieved by each approach 👩💻📈
This study revealed a cumulative accuracy increase of over 6 p.p. through fine-tuning the model, which further enhanced by 5 p.p. with RAG.
#ai
#rag
#finetuning
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𝗢𝗽𝗲𝗻𝗔𝗜 𝗲𝘅𝗽𝗮𝗻𝗱𝘀 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 𝗔𝗣𝗜 𝗮𝗻𝗱 𝗰𝘂𝘀𝘁𝗼𝗺 𝗺𝗼𝗱𝗲𝗹𝘀 👌
It means greater control, specialised models and differentiated outcomes
New Fine-Tuning API Features:
➲ Epoch-based checkpoint creation for more effective training
➲ Comparative…
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Researcher predict AI could beat humans at all possible tasks by 2047 🧠💫
The survey was conducted on 2,778 researchers who have published in leading artificial intelligence (AI) venues.
sSource: Research paper "Thousands of AI Authors on the future of AI"
#ai
#generativeai
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⚡ 𝗡𝗘𝗪 𝗜𝗡 𝗚𝗘𝗡𝗘𝗥𝗔𝗧𝗜𝗩𝗘 𝗔𝗜 𝗧𝗢𝗗𝗔𝗬
Apple acquires new startup
Plus, more insights in Generative AI today from MIT, Harvard, OpenAI, Llama 3 and so much more!
Here's everything you need to know in Generative AI right now:
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𝗜𝘀 𝘁𝗵𝗶𝘀 𝗵𝗼𝘄 𝘆𝗼𝘂 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲? 💃 💫
In most Artificial Intelligence subfields, a universally accepted definition or clear boundary is often elusive.
Image source: Jeff Winter
#ai
#generativeai
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𝗠𝗼𝗹𝗲𝗰𝘂𝗹𝗲𝗦𝗧𝗠 𝗶𝘀 𝘁𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗺𝘂𝗹𝘁𝗶𝗺𝗼𝗱𝗮𝗹 𝘁𝗲𝘅𝘁-𝗰𝗵𝗲𝗺𝗶𝗰𝗮𝗹 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗺𝗼𝗱𝗲𝗹 🧬
Users can input text prompts to generate molecules tailored to specific properties, helping to advance drug design.
Link to paper and code in comments.
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𝗧𝗵𝗲 𝗺𝗼𝘀𝘁 𝗽𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝘁𝗲𝘅𝘁 𝘁𝗼 𝟯𝗗 𝗺𝗼𝗱𝗲𝗹 ⚡
NVIDIA's LATTE3D generates 3D shapes in under a second.
#generativeai
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𝗢𝗽𝗲𝗻 𝗔𝗜 𝗖𝗘𝗢 𝗦𝗮𝗺 𝗔𝗹𝘁𝗺𝗮𝗻 𝗲𝘅𝗽𝗹𝗼𝗿𝗲𝘀 𝗳𝘂𝘁𝘂𝗿𝗲 𝗔𝗜 𝗰𝗼𝗺𝗽𝗮𝗻𝗶𝗼𝗻𝘀 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹𝗹𝘆 𝘁𝗲𝘀𝘁𝗶𝗳𝘆𝗶𝗻𝗴 𝗮𝗴𝗮𝗶𝗻𝘀𝘁 𝗶𝗻𝗱𝗶𝘃𝗶𝗱𝘂𝗮𝗹𝘀 𝗶𝗻 𝗰𝗼𝘂𝗿𝘁..
#generativeai
#artificialintelligence
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𝗬𝗼𝘂 𝗰𝗮𝗻 𝗻𝗼𝘄 𝘂𝘀𝗲 𝗟𝗟𝗮𝗺𝗮 𝟯 𝟳𝟬𝗕 𝘁𝗼 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲 𝗚𝗣𝗧-𝟰 𝗹𝗲𝘃𝗲𝗹 𝗮𝗻𝘀𝘄𝗲𝗿𝘀 𝗶𝗻𝘀𝘁𝗮𝗻𝘁𝗹𝘆 𝘄𝗶𝘁𝗵 𝗚𝗿𝗼𝗾 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗕𝗼𝗹𝘁𝗔𝗜 𝗨𝗜..
#generativeai
#artificialintelligence
#llama3
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The new MetaVoice-1B is a 1.2 billion parameter based model trained on 100,000 hours of speech for text-to-speech 🗣️💫
It supports cross-lingual voice cloning with fine-tuning, zero-shot cloning for British & American voices, and more.
#ai
#artificialintelligence
#metavoice
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𝗪𝗵𝗲𝗻 𝘄𝗶𝗹𝗹 𝘄𝗲 𝘀𝗲𝗲 𝗮 𝟭 𝗽𝗲𝗿𝘀𝗼𝗻 𝗯𝗶𝗹𝗹𝗶𝗼𝗻-𝗱𝗼𝗹𝗹𝗮𝗿 𝗰𝗼𝗺𝗽𝗮𝗻𝘆? 💸🧠
OpenAI CEO Sam Altman shares that AI will make this a reality.
#ai
#artificialintelligence
#open
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Deep Reinforcement Learning (DRL) holds immense power, especially in scenarios that require decision-making and sequential interactions.
Experience how
#AI
systems that can learn, adapt, and make informed choices.
@interestingengineering
#machinelearning
#teels
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𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗖𝗘𝗢 𝗦𝗮𝘁𝘆𝗮 𝗡𝗮𝗱𝗲𝗹𝗹𝗮'𝘀 𝘁𝗮𝗸𝗲 𝗼𝗻 𝘁𝗵𝗲 𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝗿𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻..
#generativeai
#artificialintelligence
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𝗛𝗶𝗴𝗴𝘀𝗳𝗶𝗲𝗹𝗱 𝗔𝗜 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗺𝗼𝗱𝗲𝗹 𝗳𝗼𝗿 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘀𝗲𝗱 𝗰𝗵𝗮𝗿𝗮𝗰𝘁𝗲𝗿 𝘃𝗶𝗱𝗲𝗼𝘀 𝗼𝗻 𝘀𝗼𝗰𝗶𝗮𝗹 𝗺𝗲𝗱𝗶𝗮 💃
You can take a selfie and get a character with lifelike motion using its iOS app.
#generativeai
#artificialintelligence
…
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𝗬𝗼𝘂 𝗰𝗮𝗻 𝗻𝗼𝘄 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗽𝗿𝗼𝗺𝗽𝘁𝘀 𝗶𝗻 𝘁𝗵𝗲 𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰 𝗖𝗼𝗻𝘀𝗼𝗹𝗲..
Describe your objective, and Claude will use prompt engineering techniques, like chain-of-thought reasoning, to craft prompts.
#generativeai
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𝗡𝘃𝗶𝗱𝗶𝗮 𝗖𝗘𝗢 𝗝𝗲𝗻𝘀𝗲𝗻 𝗛𝘂𝗮𝗻𝗴 𝗲𝗻𝘃𝗶𝘀𝗶𝗼𝗻𝘀 𝗮 𝗳𝘂𝘁𝘂𝗿𝗲 𝘄𝗵𝗲𝗿𝗲 𝗵𝘂𝗺𝗮𝗻𝘀 𝗱𝗼𝗻'𝘁 𝗻𝗲𝗲𝗱 𝘁𝗼 𝗸𝗻𝗼𝘄 𝗵𝗼𝘄 𝘁𝗼 𝗰𝗼𝗱𝗲 👩💻
He also argues that children should stop learning how to code.
What are your thoughts?
#generativeai
#nvidia
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𝗪𝗵𝗶𝗰𝗵 𝗶𝘀 𝘆𝗼𝘂𝗿 𝗳𝗮𝘃𝗼𝘂𝗿𝗶𝘁𝗲 𝗔𝗜 𝘃𝗶𝗱𝗲𝗼 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗼𝗿? 😻
Source: powerai
#artificialintelligence
#generativeai
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Is Cognition AI's Devin the most capable AI software agent?👩💻
Devin achieved an unassisted score of 13.86% on the real-world software engineering benchmark (SWE-bench), surpassing previous state-of-the-art performance ~2%.
#artificialintelligence
#generativeai
#devin
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𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗷𝘂𝘀𝘁 𝗸𝗲𝗲𝗽𝘀 𝗼𝗻 𝗴𝗶𝘃𝗶𝗻𝗴 💃
Google DeepMind’s CEO said it’d be difficult to catch up to Sora.
Additionally, breakthroughs and developments from Meta, Elon, Taiwan Semiconductor, Spotify, and more.
The most impactful Generative AI insights…
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𝗣𝗶𝗸𝗮 𝗟𝗮𝗯𝘀 𝗻𝗲𝘄 𝘀𝗼𝘂𝗻𝗱 𝗲𝗳𝗳𝗲𝗰𝘁𝘀 𝗳𝗲𝗮𝘁𝘂𝗿𝗲 💥
You can now pair AI video generations with audio from prompts or automatically based on video content.
#artificialintelligence
#generativeai
#pika
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𝗧𝗵𝗶𝘀 𝗽𝗮𝗽𝗲𝗿 𝗲𝘅𝗽𝗹𝗼𝗿𝗲𝘀 𝟰𝟰𝟰 𝗟𝗟𝗠 𝗱𝗮𝘁𝗮𝘀𝗲𝘁𝘀 𝗮𝗰𝗿𝗼𝘀𝘀 𝟯𝟮 𝗱𝗼𝗺𝗮𝗶𝗻𝘀 🪢
Several datasets are colour categorised in the timeline below.
🔶 = Pre-training
🌝 = Instruction fine-tuning
🍀 = Preference
💞 = Evaluation
Link to paper in comments.
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Shopify's new AI image editor for rapid creation of professional product photos 👠💫
Media Editor lets sellers change item backgrounds, styles, colours , etc. with prompts.
#ai
#artificialintelligence
#generativeai
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𝗦𝗽𝗲𝗲𝗱 𝘂𝗽 𝗺𝗼𝗱𝗲𝗹𝘀 𝗯𝘆 𝟱𝟬% 𝘄𝗶𝘁𝗵 𝗗𝗲𝗲𝗽𝗺𝗶𝗻𝗱'𝘀 𝗠𝗶𝘅𝘁𝘂𝗿𝗲-𝗼𝗳-𝗗𝗲𝗽𝘁𝗵𝘀 ⏩
↓
Highlights:
➲ Usually, transformer-based language models evenly distribute computation across input sequences
➲ Instead, with Mixture-of-Depths (MoD) additional
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𝗚𝗲𝗻𝗶𝗲 𝗹𝗲𝘁𝘀 𝘆𝗼𝘂 𝗰𝗿𝗲𝗮𝘁𝗲 𝗮 𝟯𝗗 𝗺𝗼𝗱𝗲𝗹 𝗳𝗿𝗼𝗺 𝗮 𝘀𝗶𝗺𝗽𝗹𝗲 𝘁𝗲𝘅𝘁 𝗽𝗿𝗼𝗺𝗽𝘁 🧞♂️💫
Video credit: Luma Labs
#ai
#artificialintelligence
#genie
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𝗦𝗮𝗺 𝗔𝗹𝘁𝗺𝗮𝗻 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝘀 𝗚𝗣𝗧-𝟱 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 📈
Credit: Lex Fridman Podcast
#artificialintelligence
#generativeai
#openai
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𝗗𝗲𝗹𝗲𝘁𝗶𝗻𝗴 𝟰𝟬% 𝗼𝗳 𝗟𝗟𝗠 𝗹𝗮𝘆𝗲𝗿𝘀 𝘄𝗶𝘁𝗵 𝗺𝗶𝗻𝗶𝗺𝗮𝗹 𝗶𝗺𝗽𝗮𝗰𝘁 𝗼𝗻 𝗮𝗰𝗰𝘂𝗿𝗮𝗰𝘆 ☄
MIT, Meta and Cisco researchers demonstrated the process involving pruning, quantization, and parameter-efficient fine-tuning (PEFT) strategies
👇
Performance Impact:…
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𝗬𝗼𝘂𝗧𝘂𝗯𝗲 𝗖𝗘𝗢 𝘀𝘁𝗮𝘁𝗲𝘀 𝘂𝘀𝗶𝗻𝗴 𝗬𝗼𝘂𝗧𝘂𝗯𝗲 𝘃𝗶𝗱𝗲𝗼𝘀 𝘁𝗼 𝘁𝗿𝗮𝗶𝗻 𝗢𝗽𝗲𝗻𝗔𝗜’𝘀 𝗦𝗼𝗿𝗮 𝘄𝗼𝘂𝗹𝗱 𝗯𝗲 𝗮 “𝗰𝗹𝗲𝗮𝗿 𝘃𝗶𝗼𝗹𝗮𝘁𝗶𝗼𝗻” 📹
What are your thoughts?
Video source: Bloomberg
#generativeai
#artificialintelligence
#youtube
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𝗛𝗼𝗹𝗹𝘆𝘄𝗼𝗼𝗱 𝗮𝗴𝗲𝗻𝗰𝘆 𝗔𝗜 𝗰𝗹𝗼𝗻𝗶𝗻𝗴 𝗮𝗰𝘁𝗼𝗿𝘀 🔮
Plus, more insights in Generative AI today from JPMorgan, OpenAI, LMSYS, Meta and so much more
Here's everything you need to know in Generative AI right now:
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Is Groq the world's fastest chatbot? 🐊
Unlike traditional GPUs, which are parallel processors with hundreds of cores designed for graphics rendering, LPUs are architected to deliver deterministic performance for AI computations.
#artificialintelligence
#generativeai
#groq
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𝗦𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗔𝗜 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗦𝘁𝗮𝗯𝗹𝗲 𝗔𝘂𝗱𝗶𝗼 𝟮.𝟬 💯
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Highlights:
➲ It creates 3-minute, high-quality (44.1 kHz stereo) full coherent music tracks from a single prompt
➲ You can even upload audio samples and transform them into various sounds through…
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𝗬𝗼𝘂 𝗰𝗮𝗻 𝘁𝗿𝗮𝗶𝗻 𝗚𝗣𝗧-𝟮 (𝟭𝟮𝟰𝗠) 𝗶𝗻 𝟵𝟬 𝗺𝗶𝗻𝘂𝘁𝗲𝘀 𝗳𝗼𝗿 $𝟮𝟬..
Andrej Karpathy’s new tutorial breaks it down in llm.c using an 8xA100 GPU.
The 124M model is the smallest model in the GPT-2 series released by OpenAI in 2019.
The 350M version requires 14
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𝗚𝗼𝗼𝗴𝗹𝗲 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝟭𝟱𝟬 𝗽𝗮𝗴𝗲 𝗳𝘂𝗹𝗹 𝘁𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗿𝗲𝗽𝗼𝗿𝘁 𝗼𝗻 𝗶𝘁𝘀 𝗚𝗲𝗺𝗶𝗻𝗶 𝟭.𝟱 𝗺𝗼𝗱𝗲𝗹 𝗳𝗮𝗺𝗶𝗹𝘆..
Source: 'Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context'
#generativeai
#artificialintelligence
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The First LLM Agent Operating System
AIOS (LLM Agent Operating System) is a new agent orchestration framework that embeds large language models into operating systems, creating an OS with a "brain" that can "understand"
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𝗧𝗿𝗶𝘀𝘁𝗮𝗻 𝗛𝗮𝗿𝗿𝗶𝘀 𝘄𝗮𝗿𝗻𝘀 𝗮𝗯𝗼𝘂𝘁 𝗔𝗜’𝘀 𝗿𝗲𝗰𝘂𝗿𝘀𝗶𝘃𝗲 𝘀𝗲𝗹𝗳-𝗶𝗺𝗽𝗿𝗼𝘃𝗲𝗺𝗲𝗻𝘁 ☄️
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What are your thoughts?
Credit: Tristan Harris, Co-Founder of the Center for Humane Technology / Summit
#generativeai
#artificialintelligence
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𝗟𝗹𝗮𝗺𝗮 𝟯-𝟳𝟬𝗯'𝘀 𝘄𝗶𝗻 𝗿𝗮𝘁𝗲 𝗮𝗴𝗮𝗶𝗻𝘀𝘁 𝘁𝗼𝗽 𝟱 𝗺𝗼𝗱𝗲𝗹𝘀 𝗮𝗰𝗿𝗼𝘀𝘀 𝗽𝗿𝗼𝗺𝗽𝘁 𝘁𝗼𝗽𝗶𝗰𝘀..
Credit: lmsys
#generativeai
#artificialintelligence
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New research indicates that LLMs demonstrate higher performance when prompted to act as gender-neutral or male rather than female 🧬📊
The University of Michigan study underscores the importance of rectifying biases that may be present in the training data.
#ai
#generativeai
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This visualisation shows fractal patterns in neural network hyperparameters☄️💎
➲ Blue colors = hyperparameters where training converges
➲ Red colors = hyperparameters where training diverges
Credit: Jascha Sohl-Dickstein
#ai
#artificialintelligence
#neuralnetworks
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𝘅.𝗔𝗜 𝘂𝗻𝘃𝗲𝗶𝗹𝗲𝗱 𝗚𝗿𝗼𝗸-𝟭.𝟱 𝗩𝗶𝘀𝗶𝗼𝗻 👀
Plus, more insights in Generative AI today from OpenAI, Netflix, Elon Musk, Mojo and more.
Here's everything you need to know in Generative AI right now:
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𝗬𝗼𝘂 𝗰𝗮𝗻 𝗻𝗼𝘄 𝗮𝗰𝗰𝗲𝘀𝘀 𝘁𝗵𝗲 𝗻𝗲𝘄 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗖𝗼𝗽𝗶𝗹𝗼𝘁 𝗔𝗽𝗽 𝘄𝗶𝘁𝗵 𝗳𝗿𝗲𝗲 𝗚𝗣𝗧-𝟰 🔥💃
Download on iPhone, iPad or Android.
#ai
#artificialintelligence
#microsoft
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𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝘃𝗲𝗿𝘀𝘂𝘀 𝗰𝗼𝘀𝘁 𝗼𝗳 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲 𝗺𝗼𝗱𝗲𝗹𝘀..
Source: Mistral AI
#geneativeai
#artificialintelligence
#mistral
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Generative AI is moving fast.
So I share the most important insights every day of the week.
Here’s everything you need to know today:
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𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀 𝗳𝗿𝗼𝗺 𝗧𝗲𝗻𝗰𝗲𝗻𝘁 𝗿𝗲𝗹𝗲𝗮𝘀𝗲 𝗜𝗻𝘀𝘁𝗮𝗻𝘁𝗠𝗲𝘀𝗵 🐘
Plus, more insights in Generative AI today from Microsoft, LangChain, Sam Altman, and more
Here's everything you need to know in Generative AI right now:
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𝗟𝗹𝗮𝗺𝗮 𝟯 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 𝗼𝗻 𝗶𝗣𝗵𝗼𝗻𝗲 𝘄𝗶𝘁𝗵 𝗠𝗟𝗫 ☄️
Trim.
Credit: Exo Labs
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