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News Wire / science

Study Analyzes LLM Post-Training Interpretability

Modernity/arxiv Heidelberg 16d16d Impact 7
The KiDS-Legacy study presents a joint analysis of second- and third-order cosmic shear. The research involves a collaboration of 14 authors in addition to L. Linke and L. Porth. A new study titled 'Anatomy of Post-Training' explores using interpretability to characterize data and shape the learning signal for language models. The research was conducted by a team of eleven authors. A new study published by researchers at the Heidelberg Institute for Theoretical Studies analyzes the interpretability of Large Language Models (LLMs) after their training phase. Understanding how LLMs function post-training is for debugging and improving their performance. Understanding this interpretability is for ensuring AI safety and reliability. Researchers are investigating how these models function and make decisions. It details new methods for understanding LLM behavior.

Topics

cosmic shear astronomy large-scale structure

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Sources · 7 independent

Modernity/arxiv

“KiDS-Legacy: Joint analysis of second- and third-order cosmic shear. Authors: L. Linke, L. Porth, P. Burger, J. Harnois-Déraps, S. Heydenreich, P. Schneider, M. Asgari, M. Bilicki, C. Georgiou, C. Heymans and 14 others”

Modernity/arxiv

“Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal. Authors: Leon Bergen, Usha Bhalla, Sidharth Baskaran, Max Loeffler, Raphael Sarfati, Dhruvil Gala, Ryan Panwar, Santiago Aranguri, Thomas Fel, Atticus Geiger and 7 others Abstract: Language-model pos...”

Radio Rossii GTRK Pomor'ye 102.0 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii GTRK Pskov 91.1 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii GTRK Yaroslavl' 99.1 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii Ivanovo 89.1 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii Chudovo GTRK Slaviya 107.3 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii GTRK Voronezh 95.9 FM

“Исследование KiDS-Legacy анализирует космическое искажение”

Radio Rossii GTRK Pomor'ye 102.0 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Radio Rossii GTRK Pskov 91.1 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Radio Rossii GTRK Yaroslavl' 99.1 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Radio Rossii Ivanovo 89.1 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Radio Rossii Chudovo GTRK Slaviya 107.3 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Radio Rossii GTRK Voronezh 95.9 FM

“Новое исследование анализирует интерпретируемость больших языковых моделей после обучения”

Modernity/arxiv

“distributio... A Controlled Study of Decoding-Time Truthfulness Methods on Instruction-Tuned LLMs. Authors: Ao Sun Abstract: In this work, we introduce CHAIR (Classifier of Hallucination As ImproveR), a supervised framework for detecting hallucinations by analyzing internal logits from each layer ...”

MIT CSAIL

“Understanding this interpretability is crucial for ensuring AI safety and reliability.”

Radio SRF 4 News

“Betroffen die von gestützt And Haven't Mere Kiter c gelernt und Сервейлен”

arXiv

“A new study is analyzing the post-training interpretability of Large Language Models (LLMs).”

BBC News Radio

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Deutschlandfunk Kultur

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BBC News

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Bloomberg 99.1/105.7 HD2

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Focus 103.6

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CGTN Radio

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Radio SRF 1 Regionaljournal Basel, Baselland

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91. 3 Capital fm

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Radio 24 il sole 24 ore

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BBC Radio 4

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France Inter

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REPLAY NEWS - English News radio every 5 minutes

“jo journal Nat Yeah This study revealed intriguing sign Existing explan Explanatory model Yeah Ye All the”

REPLAY NEWS - English News radio every 5 minutes

“journal Nat Yeah This study revealed intriguing sign Existing explan Explanatory model Yeah Ye All the Although the source Recently nineteen eight Yeah Some laugh”

Deutschlandfunk | DLF | MP3 128k

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106.1 NxtRadio

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Radio Nacional de España - Radio 5 Todo noticias

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Radio 24 il sole 24 ore

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Deutschlandfunk Nova | DLF | AAC 192k

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Radio Prvi

“Jelena Ju Зичі себе так But action trend Три надалівав Prihodnje l ko to pom Помнино вп upplivat ljudi”

Deutschlandfunk Kultur

“LLM Study Focuses On Software Engineering Output”

Radio 13

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Focus 103.6

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BFM Business

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Radio Svoboda Rus

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Deutschlandfunk Kultur | DLF | AAC 96k

“A study analyzes LLM post-training interpretability.”

680 News Toronto

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Radio Canada Montreal

“quand t Est ce qu' B this is she So she w Бусі We're s Sans la susp So basket Parce que dans le même”

BBC Radio 4|London, Europe

“LLM Study Focuses On Software Engineering Output”

BBC News HD

“None of those Thursday Study uh Maybe slightly But in the Yeah Ren becomes”

Radio 24 il sole 24 ore

“Uno studio analizza l'interpretabilità post-training dei modelli linguistici di grandi dimensioni.”

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