WebThe authors find that Othello-GPT does better than chance in predicting legal moves when trained on both datasets, indicating that it is not simply memorizing all possible transcripts. To further understand the model's performance, the authors train probes that predict the board state from the Othello-GPT model's internal activations after given moves. Webchoose the popular game of Othello (Figure 1), which is simpler than chess. This setting allows us to investigate world representations in a highly controlled context, where both the task and sequence being modeled are synthetic and well-understood. As a first step, we train a language model (a GPT variant we call Othello-GPT) to extend partial
Emergent World Representations: Exploring a Sequence Model …
WebMar 30, 2024 · Listen to LW - Othello-GPT: Future Work I Am Excited About By Neel Nanda and 774 more episodes by The Nonlinear Library: LessWrong, free! No signup or install needed. LW - On the FLI Open Letter by Zvi. LW - Othello-GPT: Future Work I Am Excited About by Neel Nanda. WebFeb 2, 2024 · Othello-GPT as a synthetic test for large language models. In our thought experiment, the crow externalizes its Othello model and makes it interpretable to us. Now, nature rarely does us the favor of externalizing internal representations in this way – a core problem that has led to decades of debate about cognition in animals. fabulous korean
Actually, Othello-GPT Has A Linear Emergent World Representation
WebMar 29, 2024 · Interpreting Othello-GPT. Mar 29, 2024 by Neel Nanda. 177 Actually, Othello-GPT Has A Linear Emergent World Representation. Neel Nanda. 9. Othello-GPT: Future Work I Am Excited About. Neel Nanda. 2. Othello-GPT: Reflections on the Research Process. WebEmergent world representations: Exploring a sequence model trained on a synthetic task - othello_world-code-for-training-probing-and-intervening-the-Othello-GPT/train ... WebMar 29, 2024 · Interpreting Othello-GPT. Mar 29, 2024 by Neel Nanda. 11 Actually, Othello-GPT Has A Linear Emergent World Representation. Neel Nanda. 2h. 0. 6 Othello-GPT: Future Work I Am Excited About. Neel Nanda. 2h. does lil nas x have a brother