Tag: benchmarking
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Hacker News: Exploring inference memory saturation effect: H100 vs. MI300x
Source URL: https://dstack.ai/blog/h100-mi300x-inference-benchmark/ Source: Hacker News Title: Exploring inference memory saturation effect: H100 vs. MI300x Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed benchmarking analysis comparing NVIDIA’s H100 GPU and AMD’s MI300x, with a focus on their memory capabilities and implications for LLM (Large Language Model) inference performance. It…
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Simon Willison’s Weblog: New Pleias 1.0 LLMs trained exclusively on openly licensed data
Source URL: https://simonwillison.net/2024/Dec/5/pleias-llms/#atom-everything Source: Simon Willison’s Weblog Title: New Pleias 1.0 LLMs trained exclusively on openly licensed data Feedly Summary: New Pleias 1.0 LLMs trained exclusively on openly licensed data I wrote about the Common Corpus public domain dataset back in March. Now Pleias, the team behind Common Corpus, have released the first family of…
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Hacker News: How we improved GPT-4o multi-step function calling success rate by 4x
Source URL: https://xpander.ai/2024/11/20/announcing-agent-graph-system/ Source: Hacker News Title: How we improved GPT-4o multi-step function calling success rate by 4x Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights advancements in AI Agents through xpander.ai’s innovative technologies, Agentic Interfaces and Agent Graph System, which enhance the effectiveness and reliability of multi-step workflows. The high…
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Hacker News: Golang and Containers Perf Gotcha – Gomaxprocs
Source URL: https://metoro.io/blog/go-production-performance-gotcha-gomaxprocs Source: Hacker News Title: Golang and Containers Perf Gotcha – Gomaxprocs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a performance issue faced by Metoro, an observability platform, due to incorrect configuration of the GOMAXPROCS parameter in a Go application. This led to unexpected CPU usage on larger…
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Hacker News: LLäMmlein 1B and 120M – German-only decoder models
Source URL: https://www.informatik.uni-wuerzburg.de/datascience/projects/nlp/llammlein/ Source: Hacker News Title: LLäMmlein 1B and 120M – German-only decoder models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes the development of two German-only decoder models, LLäMmlein 120M and 1B, highlighting their competitive performance against state-of-the-art models. This is particularly relevant for professionals in AI security and…
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Hacker News: Batched reward model inference and Best-of-N sampling
Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…
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Hacker News: Qwen2.5 Turbo extends context length to 1M tokens
Source URL: http://qwenlm.github.io/blog/qwen2.5-turbo/ Source: Hacker News Title: Qwen2.5 Turbo extends context length to 1M tokens Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the introduction of Qwen2.5-Turbo, a large language model (LLM) that significantly enhances processing capabilities, particularly with longer contexts, which are critical for many applications involving AI-driven natural language…
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The Register: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100
Source URL: https://www.theregister.com/2024/11/13/nvidia_b200_performance/ Source: The Register Title: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100 Feedly Summary: Is Huang leaving even more juice on the table by opting for mid-tier Blackwell part? Signs point to yes Analysis Nvidia offered the first look at how its upcoming Blackwell accelerators stack up…