Main concept
Amazon Bedrock supports a extensive list of Foundation Models (FM) from multiple providers
List of Models Providers
- AI21 Labs
- Cohere
- Stability AI
- Amazon
- Anthropic
- DeepSeek
- Luma AI
- Meta
- Mistral AI
- You can see the full list here.
Comparison Table
Comparison of 4 Foundation Models available on Amazon Bedrock
Key Points
- Amazon Bedrock makes a copy of the FM, available only to you, which you can further fine-tune with your own data.
- None of your data is used to train the original Foundation Model
- Claude Model can receive a lot more data as an input (context windows), you can even send a complete book and then ask questions about it.
Additional Reference
GPT-4o (OpenAI) has this features:
- 128K Tokens
- Multimodal (text, vision, audio), fastest GPT-4 class model, high intelligence
- Complex reasoning, coding, analysis, multimodal tasks, real-time conversations
- Input: $0.0025
- Output: $0.010
NOTE
- However, OpenAI models are not available on Amazon Bedrock, so they are not relevant for AWS certifications.
- Never respond questions that mention GPT4 or OpenAI Models
Conclusions
- Generally, the more expensive models provide better answers, but the cheaper models can also provide good answers and be more cost-effective.