Toxicity Mitigation Task
1.03Generation Speed (s/item)INJECTION
Evaluation results
| Method | Links | |
|---|---|---|
| INJECTIONLLM Backbone=Alpaca 7B2024.02 | 1.03 | |
| CONTINUATIONLLM Backbone=OPT 6.7B2024.02 | 1.04 | |
| CONTINUATIONLLM Backbone=Alpaca 7B2024.02 | 1.05 | |
| INJECTIONLLM Backbone=OPT 6.7B2024.02 | 1.08 | |
| INJECTIONLLM Backbone=Phi-2 2.7B2024.02 | 1.09 | |
| CONTINUATIONLLM Backbone=Phi-2 2.7B2024.02 | 1.1 | |
| CONTINUATIONLLM Backbone=Falcon 7B2024.02 | 1.33 | |
| INJECTIONLLM Backbone=Falcon 7B2024.02 | 1.36 | |
| CONTINUATIONLLM Backbone=LLaMA-2 13B2024.02 | 1.57 | |
| INJECTIONLLM Backbone=LLaMA-2 13B2024.02 | 1.64 | |
| DATG-PLLM Backbone=Phi-2 2.7B2024.02 | 2.44 | |
| DATG-LLLM Backbone=Phi-2 2.7B2024.02 | 2.45 | |
| PREADDLLM Backbone=Phi-2 2.7B2024.02 | 2.81 | |
| DATG-LLLM Backbone=Alpaca 7B2024.02 | 3.43 | |
| DATG-PLLM Backbone=Alpaca 7B2024.02 | 3.45 | |
| DATG-LLLM Backbone=Falcon 7B2024.02 | 3.8 | |
| DATG-LLLM Backbone=OPT 6.7B2024.02 | 3.81 | |
| DATG-PLLM Backbone=Falcon 7B2024.02 | 3.85 | |
| DATG-PLLM Backbone=OPT 6.7B2024.02 | 3.93 | |
| PREADDLLM Backbone=Alpaca 7B2024.02 | 5.24 | |
| PREADDLLM Backbone=Falcon 7B2024.02 | 5.49 | |
| DATG-LLLM Backbone=LLaMA-2 13B2024.02 | 5.51 | |
| DATG-PLLM Backbone=LLaMA-2 13B2024.02 | 5.65 | |
| FUDGELLM Backbone=Alpaca 7B2024.02 | 5.82 | |
| FUDGELLM Backbone=OPT 6.7B2024.02 | 5.85 | |
| FUDGELLM Backbone=Phi-2 2.7B2024.02 | 5.94 | |
| PREADDLLM Backbone=OPT 6.7B2024.02 | 6.2 | |
| FUDGELLM Backbone=Falcon 7B2024.02 | 6.24 | |
| FUDGELLM Backbone=LLaMA-2 13B2024.02 | 6.47 | |
| PREADDLLM Backbone=LLaMA-2 13B2024.02 | 9.1 |