New paper- A few months ago, Meta released Segment Anything Model (SAM). It's already in photography apps, medicine, and video-generation. Now the Team invented SAM’s little brother, EfficientSAM. It is small but mighty! ****
With 20x fewer parameters and 20x faster
@debashis_dutta
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Meta’s EfficientSAM: 20x Smaller, 20x Faster Vision Model
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AI Transforms Human-Machine Relationships: Generative AI Disruption Opportunities
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We Shape AI, AI Shapes Us – 2023 IT Symposium/Xpo Keynote Insights v/ @Gartner_inc ******* Key Findings AI is transforming the human-machine relationship. Moreover, generative AI has sparked massive disruption that poses opportunities and threats to every organization.
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Energy Sector Embraces Emerging Technologies for Global Resilience
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Positive energy in the metaverse A new era of efficiency v/ @Accenture *****
In Accenture’s 2023 Technology Vision survey, 99% of energy executives agreed that investments in emerging technologies will help their organizations remain resilient on the global stage. These -
Introduction to Large Language Models: Inference, Training, and OS
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New YouTube video: 1hr general-audience introduction to Large Language Models **********************
Based on a 30min talk @karpathy gave recently; It tries to be non-technical intro, covers mental models for LLM inference, training, finetuning, the emerging LLM OS and LLM -
YouTube Introduction to Large Language Models and LLM OS
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New YouTube video: 1hr general-audience introduction to Large Language Models **********************
Based on a 30min talk @karpathy gave recently; It tries to be non-technical intro, covers mental models for LLM inference, training, finetuning, the emerging LLM OS and LLM -
Open-source AI emerges as big tech winner amid OpenAI changes
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Where's my google meet link @Thom_Wolf ? v/ @ClementDelangue @huggingface CNBC Link https://
cnbc.com/2023/11/22/in-
openai-fallout-open-source-ai-could-be-among-the-big-tech-winners.html
… #GenAI #chatgpt #llm #gpt4 #OenAI #microsoft #promptengineering #GenerativeAI #LLAMA #ai #gpt4 #chatgpt #stats #statistics #DataScience -
Claude 2.1 Launch: 200K Tokens and Function Calling
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Claude 2.1 is live. v/ @mattshumer_ ************* 200K tokens. Function calling. If you are an OpenAI developer worried about what will happen to your apps if OpenAI goes down, this is a fantastic alternative.
******************** link https://
anthropic.com/index/claude-2
-1
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Orca 2 LLM Outperforms Larger Models with Advanced Reasoning
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You thought that you can go to sleep now?? v/ @Yampeleg ***********
Orca 2 Just dropped. Paper: https://
arxiv.org/pdf/2311.11045
.pdf
… Results:
Orca 2 13B beats LLaMA-Chat-70B TL;DR:
Training smaller model to reason by using multiple techniques: step-by-step, recall then -
DeepSpeed-FastGen: 2.3x Throughput Improvement for LLM Serving
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Introducing DeepSpeed-FastGen V/ @MSFTDeepSpeed **************
Serve LLMs and generative AI models with
– 2.3x higher throughput
– 2x lower average latency – 4x lower tail latency
w. Dynamic SplitFuse batching Auto TP, load balancing w. perfect linear scaling, plus -
xAI Announces Grok-0: 33B Parameter LLM Approaching LLaMA 2
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Announcing #Grok by @xai @elonmusk v/ @_akhaliq Blog https://
x.ai ***************
trained a prototype LLM (Grok-0) with 33 billion parameters. This early model approaches LLaMA 2 (70B) capabilities on standard LM benchmarks but uses only half of its