Tag: large language models
-
Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP
Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…
-
Slashdot: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations
Source URL: https://tech.slashdot.org/story/24/11/11/144206/openai-and-others-seek-new-path-to-smarter-ai-as-current-methods-hit-limitations?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the challenges faced by AI companies like OpenAI in scaling large language models and introduces new human-like training techniques as a potential solution. This…
-
Hacker News: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4
Source URL: https://the-decoder.com/openais-new-orion-model-reportedly-shows-small-gains-over-gpt-4/ Source: Hacker News Title: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the stagnation in the performance of large language models (LLMs), particularly OpenAI’s upcoming Orion model, which shows minimal gains compared to its predecessor, GPT-4. It highlights…
-
Slashdot: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find
Source URL: https://slashdot.org/story/24/11/10/1911204/generative-ai-doesnt-have-a-coherent-understanding-of-the-world-mit-researchers-find Source: Slashdot Title: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a study from MIT revealing that while generative AI, particularly large language models (LLMs), exhibit impressive capabilities, they fundamentally lack a coherent understanding of the…
-
Hacker News: Everything I’ve learned so far about running local LLMs
Source URL: https://nullprogram.com/blog/2024/11/10/ Source: Hacker News Title: Everything I’ve learned so far about running local LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an extensive exploration of Large Language Models (LLMs), detailing their evolution, practical applications, and implementation on personal hardware. It emphasizes the effects of LLMs on computing, discussions…
-
Hacker News: Physical Intelligence’s first generalist policy AI can finally do your laundry
Source URL: https://www.physicalintelligence.company/blog/pi0 Source: Hacker News Title: Physical Intelligence’s first generalist policy AI can finally do your laundry Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents significant advancements in robot foundation models, specifically the development of π0, a model aiming to endow robots with physical intelligence. It highlights the challenges and…
-
Hacker News: LLMs have indeed reached a point of diminishing returns
Source URL: https://garymarcus.substack.com/p/confirmed-llms-have-indeed-reached Source: Hacker News Title: LLMs have indeed reached a point of diminishing returns Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the limitations and diminishing returns of scaling in AI, particularly in deep learning and large language models (LLMs). It highlights a growing recognition within the industry of…
-
Hacker News: OpenCoder: Open Cookbook for Top-Tier Code Large Language Models
Source URL: https://opencoder-llm.github.io/ Source: Hacker News Title: OpenCoder: Open Cookbook for Top-Tier Code Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenCoder represents a significant advancement in the field of code-focused language models (LLMs) by being a completely open-source project. It leverages a transparent data process and extensive training datasets that…