Tag: token
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Hacker News: Multilspy: Building a common LSP client handtuned for all Language servers
Source URL: https://github.com/microsoft/multilspy Source: Hacker News Title: Multilspy: Building a common LSP client handtuned for all Language servers Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses Multilspy, a Python library that facilitates the development of applications using language servers, particularly in the context of static analysis and language model code…
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Hacker News: New LLM optimization technique slashes memory costs up to 75%
Source URL: https://venturebeat.com/ai/new-llm-optimization-technique-slashes-memory-costs-up-to-75/ Source: Hacker News Title: New LLM optimization technique slashes memory costs up to 75% Feedly Summary: Comments AI Summary and Description: Yes Summary: Researchers at Sakana AI have developed a novel technique called “universal transformer memory” that enhances the efficiency of large language models (LLMs) by optimizing their memory usage. This innovation…
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Hacker News: Show HN: NCompass Technologies – yet another AI Inference API, but hear us out
Source URL: https://www.ncompass.tech/about Source: Hacker News Title: Show HN: NCompass Technologies – yet another AI Inference API, but hear us out Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces nCompass, a company developing AI inference serving software that optimizes the use of GPUs to reduce costs and improve performance for AI…
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Simon Willison’s Weblog: Phi-4 Technical Report
Source URL: https://simonwillison.net/2024/Dec/15/phi-4-technical-report/ Source: Simon Willison’s Weblog Title: Phi-4 Technical Report Feedly Summary: Phi-4 Technical Report Phi-4 is the latest LLM from Microsoft Research. It has 14B parameters and claims to be a big leap forward in the overall Phi series. From Introducing Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning: Phi-4 outperforms…
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The Register: Are your Prometheus servers and exporters secure? Probably not
Source URL: https://www.theregister.com/2024/12/15/prometheus_servers_exporters_exposed/ Source: The Register Title: Are your Prometheus servers and exporters secure? Probably not Feedly Summary: Plus: Netscaler brute force barrage; BeyondTrust API key stolen; and more Infosec in brief There’s a problem of titanic proportions brewing for users of the Prometheus open source monitoring toolkit: hundreds of thousands of servers and exporters…
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The Register: Cheat codes for LLM performance: An introduction to speculative decoding
Source URL: https://www.theregister.com/2024/12/15/speculative_decoding/ Source: The Register Title: Cheat codes for LLM performance: An introduction to speculative decoding Feedly Summary: Sometimes two models really are faster than one Hands on When it comes to AI inferencing, the faster you can generate a response, the better – and over the past few weeks, we’ve seen a number…
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Hacker News: Fast LLM Inference From Scratch (using CUDA)
Source URL: https://andrewkchan.dev/posts/yalm.html Source: Hacker News Title: Fast LLM Inference From Scratch (using CUDA) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of implementing a low-level LLM (Large Language Model) inference engine using C++ and CUDA. It details various optimization techniques to enhance inference performance on both CPU…
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Hacker News: Analysis of supply-chain attack on Ultralytics
Source URL: https://blog.pypi.org/posts/2024-12-11-ultralytics-attack-analysis/ Source: Hacker News Title: Analysis of supply-chain attack on Ultralytics Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses a recent supply-chain attack on the Ultralytics Python project, emphasizing significant vulnerabilities in software publishing and security. It highlights lessons learned for securing workflows, managing API tokens, and improving…
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Rekt: False Prophet
Source URL: https://www.rekt.news/false-prophet Source: Rekt Title: False Prophet Feedly Summary: Alpaca Finance lost millions by allegedly using manual CoinGecko price updates instead of real oracles. When questioned, they asked “which faster oracle would you have used?" Turns out F5 isn’t a reliable price feed. Who knew? AI Summary and Description: Yes Summary: The text provides…