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ResearchFormerly WizWand

Generation Speed on Sentiment Transformation Task

1.03Generation Speed (s/item)INJECTION
0.69762.94135.1857.4287Feb 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
INJECTIONLLM Backbone=OPT 6.7B2024.021.03
INJECTIONLLM Backbone=Alpaca 7B2024.021.05
CONTINUATIONLLM Backbone=Alpaca 7B2024.021.07
INJECTIONLLM Backbone=Phi-2 2.7B2024.021.07
CONTINUATIONLLM Backbone=Phi-2 2.7B2024.021.17
CONTINUATIONLLM Backbone=OPT 6.7B2024.021.22
CONTINUATIONLLM Backbone=Falcon 7B2024.021.33
INJECTIONLLM Backbone=Falcon 7B2024.021.35
CONTINUATIONLLM Backbone=LLaMA-2 13B2024.021.58
INJECTIONLLM Backbone=LLaMA-2 13B2024.021.6
DATG-PLLM Backbone=Phi-2 2.7B2024.022.41
DATG-LLLM Backbone=Phi-2 2.7B2024.022.45
PREADDLLM Backbone=Phi-2 2.7B2024.022.84
DATG-LLLM Backbone=Alpaca 7B2024.023.59
DATG-PLLM Backbone=Alpaca 7B2024.023.61
DATG-LLLM Backbone=OPT 6.7B2024.023.95
DATG-PLLM Backbone=Falcon 7B2024.023.97
DATG-PLLM Backbone=OPT 6.7B2024.023.99
DATG-LLLM Backbone=Falcon 7B2024.024.01
PREADDLLM Backbone=Alpaca 7B2024.025.33
PREADDLLM Backbone=Falcon 7B2024.025.77
DATG-LLLM Backbone=LLaMA-2 13B2024.025.9
DATG-PLLM Backbone=LLaMA-2 13B2024.026.02
PREADDLLM Backbone=OPT 6.7B2024.026.35
FUDGELLM Backbone=Falcon 7B2024.026.43
FUDGELLM Backbone=Alpaca 7B2024.026.49
FUDGELLM Backbone=OPT 6.7B2024.026.59
FUDGELLM Backbone=Phi-2 2.7B2024.026.74
FUDGELLM Backbone=LLaMA-2 13B2024.027.01
PREADDLLM Backbone=LLaMA-2 13B2024.029.34