Tag: natural language tasks
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CSA: Test Time Compute
Source URL: https://cloudsecurityalliance.org/blog/2024/12/13/test-time-compute Source: CSA Title: Test Time Compute Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses Test-Time Computation (TTC) as a pivotal technique to enhance the performance and efficiency of large language models (LLMs) in real-world applications. It highlights adaptive strategies, the integration of advanced methodologies like Monte Carlo Tree Search…
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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: SmolLM2
Source URL: https://simonwillison.net/2024/Nov/2/smollm2/ Source: Hacker News Title: SmolLM2 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces SmolLM2, a new family of compact language models from Hugging Face, designed for lightweight on-device operations. The models, which range from 135M to 1.7B parameters, were trained on 11 trillion tokens across diverse datasets, showcasing…