Benchmark models deployed on different AWS Generative AI services¶
FMBench comes packaged with configuration files for benchmarking models on different AWS Generative AI services.
Full list of benchmarked models¶
| Model | Amazon EC2 | Amazon SageMaker | Amazon Bedrock |
|---|---|---|---|
| Amazon Nova | On-demand | ||
| Anthropic Claude-3 Sonnet | On-demand, provisioned | ||
| Anthropic Claude-3 Haiku | On-demand | ||
| Mistral-7b-instruct | inf2, trn1 | g4dn, g5, p3, p4d, p5 | On-demand |
| Mistral-7b-AWQ | p5 | ||
| Mixtral-8x7b-instruct | On-demand | ||
| Llama3.2-1b instruct | g5 | ||
| Llama3.2-3b instruct | g5 | ||
| Llama3.1-8b instruct | g5, p4d, p4de, p5, p5e, g6e, g6, inf2, trn1 | g4dn, g5, p3, inf2, trn1 | On-demand |
| Llama3.1-70b instruct | p4d, p4de, p5, p5e, g6e, g5, inf2, trn1 | inf2, trn1 | On-demand |
| Llama3-8b instruct | g5, g6e, inf2, trn1 | g4dn, g5, p3, inf2, trn1, p4d, p5e | On-demand |
| Llama3-70b instruct | g5 | g4dn, g5, p3, inf2, trn1, p4d | On-demand |
| Llama2-13b chat | g4dn, g5, p3, inf2, trn1, p4d | On-demand | |
| Llama2-70b chat | g4dn, g5, p3, inf2, trn1, p4d | On-demand | |
| Amazon Titan text lite | On-demand | ||
| Amazon Titan text express | On-demand | ||
| Cohere Command text | On-demand | ||
| Cohere Command light text | On-demand | ||
| AI21 J2 Mid | On-demand | ||
| AI21 J2 Ultra | On-demand | ||
| Gemma-2b | g4dn, g5, p3 | ||
| Phi-3-mini-4k-instruct | g4dn, g5, p3 | ||
| distilbert-base-uncased | g4dn, g5, p3 |