Tag: performance optimization
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Simon Willison’s Weblog: Anthropic: Message Batches (beta)
Source URL: https://simonwillison.net/2024/Oct/8/anthropic-batch-mode/ Source: Simon Willison’s Weblog Title: Anthropic: Message Batches (beta) Feedly Summary: Anthropic: Message Batches (beta) Anthropic now have a batch mode, allowing you to send prompts to Claude in batches which will be processed within 24 hours (though probably much faster than that) and come at a 50% price discount. This matches…
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Hacker News: Alert Evaluations: Incremental Merges in ClickHouse
Source URL: https://www.highlight.io/blog/alert-evaluations-incremental-merges-in-clickhouse Source: Hacker News Title: Alert Evaluations: Incremental Merges in ClickHouse Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the infrastructure challenges faced by Highlight.io when using ClickHouse for real-time analytics, particularly in optimizing their alert system. The novel approach involves state and merge functions for efficient data aggregation,…
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Hacker News: MM1.5: Methods, Analysis and Insights from Multimodal LLM Fine-Tuning
Source URL: https://arxiv.org/abs/2409.20566 Source: Hacker News Title: MM1.5: Methods, Analysis and Insights from Multimodal LLM Fine-Tuning Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces MM1.5, a novel set of multimodal large language models (MLLMs) aimed at improving multimodal understanding and reasoning through enhanced training methodologies. It highlights innovative techniques in data…
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The Cloudflare Blog: Making Workers AI faster and more efficient: Performance optimization with KV cache compression and speculative decoding
Source URL: https://blog.cloudflare.com/making-workers-ai-faster Source: The Cloudflare Blog Title: Making Workers AI faster and more efficient: Performance optimization with KV cache compression and speculative decoding Feedly Summary: With a new generation of data center accelerator hardware and using optimization techniques such as KV cache compression and speculative decoding, we’ve made large language model (LLM) inference lightning-fast…
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The Cloudflare Blog: New standards for a faster and more private Internet
Source URL: https://blog.cloudflare.com/new-standards Source: The Cloudflare Blog Title: New standards for a faster and more private Internet Feedly Summary: Cloudflare’s customers can now take advantage of Zstandard (zstd) compression, offering 42% faster compression than Brotli and 11.3% more efficiency than GZIP. We’re further optimizing performance for our customers with HTTP/3 prioritization and BBR congestion control,…
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Anchore: We migrated from S3 to R2. Thankfully nobody noticed
Source URL: https://anchore.com/blog/we-migrated-from-s3-to-r2-thankfully-nobody-noticed/ Source: Anchore Title: We migrated from S3 to R2. Thankfully nobody noticed Feedly Summary: Grype users may have noticed recent improvements in database stability. This change came after identifying issues with the database distribution mechanism, which were linked to high traffic loads and a CDN struggling with larger files. By switching to…
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Hacker News: Launch HN: Cerebrium (YC W22) – Serverless Infrastructure Platform for ML/AI
Source URL: https://news.ycombinator.com/item?id=41579777 Source: Hacker News Title: Launch HN: Cerebrium (YC W22) – Serverless Infrastructure Platform for ML/AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes the development of Cerebrium, a serverless infrastructure platform designed to facilitate the building, deployment, and scaling of machine learning (ML) and artificial intelligence (AI) applications.…
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Hacker News: Better-performing "25519" elliptic-curve cryptography
Source URL: https://www.amazon.science/blog/better-performing-25519-elliptic-curve-cryptography Source: Hacker News Title: Better-performing "25519" elliptic-curve cryptography Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth overview of Amazon Web Services’ (AWS) cryptographic algorithm implementations using elliptic-curve cryptography, specifically focusing on x25519 and Ed25519. It discusses performance improvements, correctness proofs through automated reasoning, and optimizations for…