AI inference – running AI apps post-training – is set to reach a market value of $102B by 2027. As @beach66 says: "Where that inference is going to be deployed is everywhere." @Reuters
' @chernandburn details our solutions made to meet this growing demand.
LLMS
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AI Inference Market Reaches $102B by 2027
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OpenAI Introduces SimpleQA Paper and Blog Post
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Read the paper here: https://
cdn.openai.com/papers/simpleq
a.pdf
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Read the blog post here: https://
openai.com/index/introduc
ing-simpleqa/
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Also see -
SimpleQA: New Open-Source Hallucinations Evaluation Benchmark
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Excited to open-source a new hallucinations eval called SimpleQA! For a while it felt like there was no great benchmark for factuality, and so we created an eval that was simple, reliable, and easy-to-use for researchers. Main features of SimpleQA: 1. Very simple setup: there
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Hugging Chat: Exploring Open Source AI Conversational Platform
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That’s great, have you heard about http://
hugging.chat -
Build for future LLM strengths, don’t plug holes
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SamA expects most shortcomings of LLMs to progressively disappear across future generations
=> Do not build a tool that plugs a hole, that goes around one shortcoming of the model, but instead build a model that leverages future strengths How can one justify trillions of -
OpenAI Dev Day Q&A: o1 models, larger models, startup integration
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Ongoing Q&A with @sama at @OpenAI 's dev day! Should we expect o1 like models or more larger models?=> Wants to make LLMs better across the board but this direction of reasoning is important How far wil the go up the integration? What should AI startup builders on top of OpenAI
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Chain-of-Thought Reasoning: Limited Benefits Beyond Math Tasks
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Here’s an interesting paper (link in image/alt) that shows chain-of-thought (CoT) benefits in math and symbolic reasoning but only marginal benefits on other tasks. On MMLU, generating an answer without CoT leads to almost identical accuracy as CoT. The extra cost and time
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Scoring Customer Conversations Using Large Language Models
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Generative AI Use Case: Using LLMs To Score Customer Conversations https://
bit.ly/3NaHjaW
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Build ChatGPT-like Voice Apps with Gradio in Few Lines
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make apps like chatgpt voice in a few lines of code with gradio
— AK (@_akhaliq) 30 octobre 2024
check out this example with omni mini by @freddy_alfonso_
chatgpt advance voice mode asks for 3 places to order pizza and omni mini responds in a gradio UI pic.twitter.com/W2rvQSYujwmake apps like chatgpt voice in a few lines of code with gradio check out this example with omni mini by @freddy_alfonso_ chatgpt advance voice mode asks for 3 places to order pizza and omni mini responds in a gradio UI
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Llama-3 Function Calling Workshop at ODSC West
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Tomorrow, join our engineers at @_odsc West, where they will be hosting a hands-on workshop on Function Calling with Llama-3 Running at 1,000 tokens/s! Get ready to unlock the potential of Llama-3 with us. See you there! #Devs #GenAI