Tag: Inference
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The Register: AI ambition is pushing copper to its breaking point
Source URL: https://www.theregister.com/2024/11/28/ai_copper_cables_limits/ Source: The Register Title: AI ambition is pushing copper to its breaking point Feedly Summary: Ayar Labs contends silicon photonics will be key to scaling beyond the rack and taming the heat SC24 Datacenters have been trending toward denser, more power-hungry systems for years. In case you missed it, 19-inch racks are…
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Hacker News: AMD Releases ROCm Version 6.3
Source URL: https://insidehpc.com/2024/11/amd-releases-rocm-version-6-3/ Source: Hacker News Title: AMD Releases ROCm Version 6.3 Feedly Summary: Comments AI Summary and Description: Yes Summary: AMD’s ROCm Version 6.3 enhances AI and HPC workloads through its advanced features like SGLang for generative AI, optimized FlashAttention-2, integration of the AMD Fortran compiler, and new multi-node FFT support. This release is…
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Wired: How Do You Get to Artificial General Intelligence? Think Lighter
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…
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Simon Willison’s Weblog: Quantization matters
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…
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Hacker News: Bayesian Neural Networks
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…
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The Register: AI hiring bias? Men with Anglo-Saxon names score lower in tech interviews
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…
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Hacker News: Batched reward model inference and Best-of-N sampling
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…
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Hacker News: Hyrumtoken: A Go package to encrypt pagination tokens
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…