This is a must-watch to understand how attention works! Great visualization, explaining:
– Why the K and V matrix, what do they represent?
– Why mask the lower left part of the KV product?
– Why apply -inf to the lower left part of the KV product before softmax rather than just
LLMS
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Understanding Attention: K and V matrices, masking, and -inf for softmax
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Implementing fallback logic for AI agent systems
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Yes, I think this part needs a bit more polishing. It should fallback to standard if advanced fails after several attempts
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OpenAI Voice Mode, Google Models, and AI Tools Updates
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Top stories in AI today: -OpenAI rolls out Advanced Voice Mode
-Google releases production-ready models
-Customize images fast with PuLID-FLUX
-James Cameron joins Stability AI’s board
-6 new AI tools & 4 new AI jobs Read more: http://
therundown.ai/p/openai-advan
ced-voice-mode-is-finally-here
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Humanoid Robot Race: Which Company Will Win?
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Which humanoid robot is going to win? How long before seeing them on the train/bus? The "humanoid robot race" mirrors the competition we've seen with large language models (LLMs). This race is complex, with different companies pushing the boundaries of what humanoid robots can
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New Gemini 1.5 Pro and Flash models released on Google AI Studio
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ICYMI: New Gemini-1.5-Pro-002 and Gemini-1.5-Flash-8B-Exp-0924 models are now available on Google AI Studio
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Meta Launches First Llama Track at Connect Conference
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Thanks for joining us to kick off our first ever Llama track at Connect — lots to share this week and we're just getting started!
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LLaMA-Omni: Open-Source GPT-4o Alternative from China
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Nice！Here is an opensource GPT-4o from China— LLaMA-Omni.https://t.co/sA1G0uCd0fhttps://t.co/L5jxJRZb5Jhttps://t.co/YiCyg9NiQo
— 机器之心 JIQIZHIXIN (@jiqizhixin) 25 septembre 2024
The work proposes LLaMA-Omni, a novel model architecture designed for low-latency and high-quality speech interaction with LLMs. https://t.co/MOtcT90yThNice！Here is an opensource GPT-4o from China— LLaMA-Omni. https://
arxiv.org/pdf/2409.06666 https://
github.com/ictnlp/LLaMA-O
mni
… https://
huggingface.co/ICTNLP/Llama-3
.1-8B-Omni
… The work proposes LLaMA-Omni, a novel model architecture designed for low-latency and high-quality speech interaction with LLMs. -
Making Text Embedders Few-Shot Learners with In-Context Learning
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Making Text Embedders Few-Shot Learners discuss: https://
huggingface.co/papers/2409.15
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… Large language models (LLMs) with decoder-only architectures demonstrate remarkable in-context learning (ICL) capabilities. This feature enables them to effectively handle both familiar and novel tasks by -
Android ChatGPT App Adds New Shortcuts for Voice and Camera
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ICYMI: Latest Android ChatGPT app got new icon shortcuts pointing to Voice and Camera deep links Camera one is interesting here cuz it might become a shortcut into an upcoming voice UI with vision capability in the future! https://
t.co/EPXGZvEbQT