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Curated links from external sources — not 360Softy original articles.

ExternalAI
NVIDIA Technical Blog

Model Quantization: Turn FP8 Checkpoints into High-Performance Inference Engines with NVIDIA TensorRT

Converting a quantized checkpoint into an NVIDIA TensorRT engine bridges the gap between model optimization and production deployment, enabling faster... Converting a quantized checkpoint into an NVIDIA TensorRT engine bridges the gap between model optimization and production deployment, enabling faster inference, higher throughput, and more efficient GPU utilization at scale. In a previous post, we produced a high-quality FP8-quantized Contrastive Language-Image Pretraining (CLIP) checkpoint wi

NVIDIA Technical BlogRead original
ExternalDatabase
AWS Database Blog

Building type-safe applications with Drizzle ORM in Aurora DSQL

In this post, you’ll build a working veterinary clinic CLI application that demonstrates production-ready patterns for connecting Drizzle ORM to Aurora DSQL. By the end, you’ll have a running app with one-to-many and many-to-many relationships, and the patterns you learn (UUID primary keys, application-level relationships, and a custom migration runner) work with other TypeScript ORMs on Aurora DSQL too.

Advanced (300)Amazon AuroraDSQL
AWS Database BlogRead original
ExternalDatabase
AWS Database Blog

Pagination patterns in Amazon Aurora DSQL

In this post, you learn three pagination techniques for Aurora DSQL: OFFSET/LIMIT, cursor-based (keyset), and temporal. You implement keyset pagination in SQL and Python, build it into an API layer, optimize with composite indexes, handle batch processing within the 3,000-row transaction limit, and avoid five common anti-patterns. By the end, you can choose the right pagination method for your workload and implement it with confidence.

Amazon AuroraBest PracticesDSQL
AWS Database BlogRead original
ExternalTechnology Trends
HN RSS Best

GPT-2: Too Dangerous To Release (2019)

Article URL: https://naokishibuya.github.io/blog/2022-12-30-gpt-2-2019/ Comments URL: https://news.ycombinator.com/item?id=48465269 Points: 284 # Comments: 126

HN RSS BestRead original
ExternalCybersecurity
SecurityWeek

Adobe Patches 123 Vulnerabilities

Nearly half of the security holes, most allowing arbitrary code execution, have been fixed in Adobe’s Experience Manager product. The post Adobe Patches 123 Vulnerabilities appeared first on SecurityWeek.

VulnerabilitiesAdobePatch Tuesday
SecurityWeekRead original
ExternalCloud
Google Cloud Blog

Claude Fable 5: Available on Google Cloud

Claude Fable 5, Anthropic’s latest frontier model, is now generally available on Google Cloud. This launch is the latest proof point of our ongoing commitment to bring the industry's latest models straight to our Agent Platform.  Claude Fable 5 brings the best of Anthropic model capabilities to all customers, with strong safeguards designed to make it safe for general use. Designed for complex, multi-step reasoning, Claude Fable 5 is good for demanding tasks like advanced software development, l

AI & Machine Learning
Google Cloud BlogRead original
ExternalSoftware Engineering
DZone

Managing, Updating, and Organizing Agent Skills

Nowadays, using skill files (SKILL.md) is a common way to provide context and knowledge (or new capabilities and expertise, as the official skills specification website describes) to an LLM or agent. From an infrastructure point of view, a skill is a folder containing a SKILL.md file and all the necessary files for it to work: scripts, references, etc. This folder must be in .agents/skills (or .claude/skills, or whatever name your agent tool uses).

DZoneRead original

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