Tag: performance metrics
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Hacker News: ARIA: An Open Multimodal Native Mixture-of-Experts Model
Source URL: https://arxiv.org/abs/2410.05993 Source: Hacker News Title: ARIA: An Open Multimodal Native Mixture-of-Experts Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the introduction of “Aria,” an open multimodal native mixture-of-experts AI model designed for various tasks including language understanding and coding. As an open-source project, it offers significant advantages for…
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The Register: AMD targets Nvidia H200 with 256GB MI325X AI chips, zippier MI355X due in H2 2025
Source URL: https://www.theregister.com/2024/10/10/amd_mi325x_ai_gpu/ Source: The Register Title: AMD targets Nvidia H200 with 256GB MI325X AI chips, zippier MI355X due in H2 2025 Feedly Summary: Less VRAM than promised, but still gobs more than Hopper AMD boosted the VRAM on its Instinct accelerators to 256 GB of HBM3e with the launch of its next-gen MI325X AI…
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Cloud Blog: Better together: BigQuery and Spanner expand operational insights with external datasets
Source URL: https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-external-datasets-for-spanner/ Source: Cloud Blog Title: Better together: BigQuery and Spanner expand operational insights with external datasets Feedly Summary: Data analysts have traditionally struggled to analyze data across different databases. Because of data silos, they need to copy data from transactional databases into analytical data stores using ETL processes. BigQuery made the problem a…
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Hacker News: Nixiesearch: Running Lucene over S3, and why we’re building a new search engine
Source URL: https://nixiesearch.substack.com/p/nixiesearch-running-lucene-over-s3 Source: Hacker News Title: Nixiesearch: Running Lucene over S3, and why we’re building a new search engine Feedly Summary: Comments AI Summary and Description: Yes Summary: The text elaborates on the concepts surrounding a new stateless search engine called Nixiesearch, designed to operate over S3 block storage. It discusses the challenges of…
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The Register: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains
Source URL: https://www.theregister.com/2024/10/09/mediatek_dimensity_9400/ Source: The Register Title: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains Feedly Summary: Still sticking with Arm and not taking RISC-Vs Fabless Taiwanese chip biz MediaTek has unveiled the fourth flagship entry in its Dimensity family of system-on-chips for smartphones and other mobile devices. It’s sticking with close…
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Hacker News: Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices [pdf]
Source URL: https://arxiv.org/abs/2410.00531 Source: Hacker News Title: Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper on TPI-LLM presents a novel approach to efficiently run large language models (LLMs) on low-resource edge devices while addressing privacy concerns. It emphasizes utilizing tensor parallelism over pipeline…
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AWS News Blog: Jamba 1.5 family of models by AI21 Labs is now available in Amazon Bedrock
Source URL: https://aws.amazon.com/blogs/aws/jamba-1-5-family-of-models-by-ai21-labs-is-now-available-in-amazon-bedrock/ Source: AWS News Blog Title: Jamba 1.5 family of models by AI21 Labs is now available in Amazon Bedrock Feedly Summary: AI21’s Jamba 1.5 models enable high-performance long-context language processing up to 256K tokens, with JSON output support and multilingual capabilities across 9 languages. AI Summary and Description: Yes **Summary:** The text…
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Hacker News: Pixtral 12B
Source URL: https://mistral.ai/news/pixtral-12b/ Source: Hacker News Title: Pixtral 12B Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Pixtral 12B, a state-of-the-art multimodal model that has been designed to excel in processing both image and text data concurrently. It demonstrates top-notch performance in instruction following and multimodal reasoning tasks, setting a new…
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Hacker News: g1: Using Llama-3.1 70B on Groq to create o1-like reasoning chains
Source URL: https://github.com/bklieger-groq/g1 Source: Hacker News Title: g1: Using Llama-3.1 70B on Groq to create o1-like reasoning chains Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses an experimental open-source project, g1, that utilizes Llama-3.1 70B to enhance the reasoning capabilities of large language models (LLMs) by employing prompting strategies. The innovative…