Tag: transformer architecture
-
Hacker News: Something weird is happening with LLMs and chess
Source URL: https://dynomight.substack.com/p/chess Source: Hacker News Title: Something weird is happening with LLMs and chess Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses experimental attempts to make large language models (LLMs) play chess, revealing significant variability in performance across different models. Notably, while models like GPT-3.5-turbo-instruct excelled in chess play, many…
-
Hacker News: Janus: Decoupling Visual Encoding for Multimodal Understanding and Generation
Source URL: https://github.com/deepseek-ai/Janus Source: Hacker News Title: Janus: Decoupling Visual Encoding for Multimodal Understanding and Generation Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Janus, a novel autoregressive framework designed for multimodal understanding and generation, addressing previous shortcomings in visual encoding. This model’s ability to manage different visual encoding pathways while…
-
Hacker News: AI PCs Aren’t Good at AI: The CPU Beats the NPU
Source URL: https://github.com/usefulsensors/qc_npu_benchmark Source: Hacker News Title: AI PCs Aren’t Good at AI: The CPU Beats the NPU Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents a benchmarking analysis of Qualcomm’s Neural Processing Unit (NPU) performance on Microsoft Surface tablets, highlighting a significant discrepancy between claimed and actual processing speeds for…
-
The Register: Nobel Chemistry Prize goes to AlphaFold, Rosetta creators – another win for AI
Source URL: https://www.theregister.com/2024/10/09/alphafold_rosetta_nobel_chemistry_prize/ Source: The Register Title: Nobel Chemistry Prize goes to AlphaFold, Rosetta creators – another win for AI Feedly Summary: Let’s just hope they don’t give the literature award to a bot, too This year’s Nobel Prizes are shaping up to be a triumph for AI. After awarding the physics prize to early…
-
Slashdot: Researchers Claim New Technique Slashes AI Energy Use By 95%
Source URL: https://science.slashdot.org/story/24/10/08/2035247/researchers-claim-new-technique-slashes-ai-energy-use-by-95?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Researchers Claim New Technique Slashes AI Energy Use By 95% Feedly Summary: AI Summary and Description: Yes Summary: Researchers at BitEnergy AI, Inc. have introduced Linear-Complexity Multiplication (L-Mul), a novel technique that reduces AI model power consumption by up to 95% by replacing floating-point multiplications with integer additions. This…
-
Hacker News: Trap – Transformers in APL
Source URL: https://github.com/BobMcDear/trap Source: Hacker News Title: Trap – Transformers in APL Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses an implementation of autoregressive transformers in APL, specifically focused on GPT2, highlighting its unique approach to handling performance and simplicity in deep learning. It offers insights that are particularly relevant to…
-
Hacker News: Transfusion: Predict the Next Token and Diffuse Images with One Multimodal Model
Source URL: https://www.arxiv.org/abs/2408.11039 Source: Hacker News Title: Transfusion: Predict the Next Token and Diffuse Images with One Multimodal Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces “Transfusion,” a novel multi-modal model that integrates language modeling and image diffusion within a unified framework. It emphasizes superior scaling properties and efficiency in…