Use of Python for Cutting edge Language Model research | Boluwatife Ben-Adeola | Conf42 Python 2024
Автор: Conf42
Загружено: 2024-02-29
Просмотров: 8332
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Chapters
0:00 intro
0:20 preamble
0:40 intro to mechanistic interpretability
2:06 mech interp
2:57 mech interp toolkit: causal interventions
5:10 example mech interp research
16:59 interpretability libraries and packages
17:44 nnsight architecture
20:42 example intervention
23:30 anatomy of an intervention
27:43 model internal i/o are nodes on the intervention graph
28:33 information flow
29:11 average-out information vectors
31:06 getting the average activation vector
34:45 adding the average to one-shot activation vector
39:15 resources
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