Tag: token prediction
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Slashdot: Diffusion + Coding = DiffuCode. How Apple Released a Weirdly Interesting Coding Language Model
Source URL: https://developers.slashdot.org/story/25/07/05/1259255/diffusion–coding–diffucode-how-apple-released-a-weirdly-interesting-coding-language-model?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Diffusion + Coding = DiffuCode. How Apple Released a Weirdly Interesting Coding Language Model Feedly Summary: AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the release of Apple’s new AI model, DiffuCode-7B-cpGRPO, which utilizes a diffusion-based approach for code generation, unlike traditional autoregressive large language…
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Hacker News: Some Thoughts on Autoregressive Models
Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…
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Hacker News: Has DeepSeek improved the Transformer architecture
Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…