Experimental News Clipping Site

Tag: Inference

  • Wired: How Do You Get to Artificial General Intelligence? Think Lighter

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    Source URL: https://www.wired.com/story/how-do-you-get-to-artificial-general-intelligence-think-lighter/ Source: Wired Title: How Do You Get to Artificial General Intelligence? Think Lighter Feedly Summary: Billions of dollars in hardware and exorbitant use costs are squashing AI innovation. LLMs need to get leaner and cheaper if progress is to be made. AI Summary and Description: Yes Summary: The text discusses the anticipated…

  • Simon Willison’s Weblog: Quantization matters

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    Source URL: https://simonwillison.net/2024/Nov/23/quantization-matters/#atom-everything Source: Simon Willison’s Weblog Title: Quantization matters Feedly Summary: Quantization matters What impact does quantization have on the performance of an LLM? been wondering about this for quite a while, now here are numbers from Paul Gauthier. He ran differently quantized versions of Qwen 2.5 32B Instruct through his Aider code editing…

  • Hacker News: Bayesian Neural Networks

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    Source URL: https://www.cs.toronto.edu/~duvenaud/distill_bayes_net/public/ Source: Hacker News Title: Bayesian Neural Networks Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Bayesian Neural Networks (BNNs) and their ability to mitigate overfitting and provide uncertainty estimates in predictions. It contrasts standard neural networks, which are flexible yet prone to overfitting, with BNNs that utilize Bayesian…

  • The Register: AI hiring bias? Men with Anglo-Saxon names score lower in tech interviews

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    Source URL: https://www.theregister.com/2024/11/21/ai_hiring_test_bias/ Source: The Register Title: AI hiring bias? Men with Anglo-Saxon names score lower in tech interviews Feedly Summary: Study suggests hiding every Tom, Dick, and Harry’s personal info from HR bots In mock interviews for software engineering jobs, recent AI models that evaluated responses rated men less favorably – particularly those with…

  • Hacker News: 1-Bit AI Infrastructure

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    Source URL: https://arxiv.org/abs/2410.16144 Source: Hacker News Title: 1-Bit AI Infrastructure Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in 1-bit Large Language Models (LLMs), highlighting the BitNet and BitNet b1.58 models that promise improved efficiency in processing speed and energy usage. The development of a software stack enables local…

  • The Cloudflare Blog: DO it again: how we used Durable Objects to add WebSockets support and authentication to AI Gateway

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    Source URL: https://blog.cloudflare.com/do-it-again Source: The Cloudflare Blog Title: DO it again: how we used Durable Objects to add WebSockets support and authentication to AI Gateway Feedly Summary: We used Cloudflare’s Developer Platform and Durable Objects to build authentication and a WebSockets API that developers can use to call AI Gateway, enabling continuous communication over a…

  • Hacker News: Batched reward model inference and Best-of-N sampling

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    Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…

  • Hacker News: Hyrumtoken: A Go package to encrypt pagination tokens

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    Source URL: https://github.com/ssoready/hyrumtoken Source: Hacker News Title: Hyrumtoken: A Go package to encrypt pagination tokens Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the “hyrumtoken” Go package, which provides a method for encrypting pagination tokens in APIs. It highlights the importance of maintaining opacity for these tokens to prevent users from…

  • Hacker News: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference

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    Source URL: https://cerebras.ai/blog/llama-405b-inference/ Source: Hacker News Title: Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses breakthrough advancements in AI inference speed, specifically highlighting Cerebras’s Llama 3.1 405B model, which showcases significantly superior performance metrics compared to traditional GPU solutions. This…

  • AWS News Blog: AWS Lambda SnapStart for Python and .NET functions is now generally available

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    Source URL: https://aws.amazon.com/blogs/aws/aws-lambda-snapstart-for-python-and-net-functions-is-now-generally-available/ Source: AWS News Blog Title: AWS Lambda SnapStart for Python and .NET functions is now generally available Feedly Summary: AWS Lambda SnapStart boosts Python and .NET functions’ startup times to sub-second levels, often with minimal code changes, enabling highly responsive and scalable serverless apps. AI Summary and Description: Yes Summary: The announcement…