Adobe Media and Data Science Research (MDSR) Laboratory
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On the Effect of Instruction Tuning Loss on Generalization
Instruction Tuning has emerged as a pivotal post-training paradigm that enables pre-trained language models to better follow user …
Anwoy Chatterjee
,
Kowndinya Renduchintala
,
Sumit Bhatia
,
Tanmoy Chakraborty
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SMART: Submodular Data Mixture Strategy for Instruction Tuning
Instruction Tuning involves finetuning a language model on a collection of instruction-formatted datasets in order to enhance the …
Kowndinya Renduchintala
,
Sumit Bhatia
,
Ganesh Ramakrishnan
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