Tag: metrics
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Simon Willison’s Weblog: lm.rs: run inference on Language Models locally on the CPU with Rust
Source URL: https://simonwillison.net/2024/Oct/11/lmrs/ Source: Simon Willison’s Weblog Title: lm.rs: run inference on Language Models locally on the CPU with Rust Feedly Summary: lm.rs: run inference on Language Models locally on the CPU with Rust Impressive new LLM inference implementation in Rust by Samuel Vitorino. I tried it just now on an M2 Mac with 64GB…
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Hacker News: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Source URL: https://arxiv.org/abs/2410.05229 Source: Hacker News Title: Understanding the Limitations of Mathematical Reasoning in Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a study on the mathematical reasoning capabilities of Large Language Models (LLMs), highlighting their limitations and introducing a new benchmark, GSM-Symbolic, for more effective evaluation. This…
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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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OpenAI : MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Source URL: https://openai.com/index/mle-bench Source: OpenAI Title: MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering Feedly Summary: We introduce MLE-bench, a benchmark for measuring how well AI agents perform at machine learning engineering. AI Summary and Description: Yes Summary: MLE-bench introduces a new benchmark designed to evaluate the performance of AI agents in the domain…
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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: Mozilla patches critical Firefox vuln that attackers are already exploiting
Source URL: https://www.theregister.com/2024/10/10/firefixed_mozilla_patches_critical_firefox/ Source: The Register Title: Mozilla patches critical Firefox vuln that attackers are already exploiting Feedly Summary: Firefixed: It’s maintenance time for low-complexity, high-impact security flaw It’s patch time for Firefox fans as Mozilla issues a security advisory for a critical code execution vulnerability in the browser.… AI Summary and Description: Yes Summary:…