Add a few examples and it’ll outperform GPT-4 by far at a fraction of the cost
@mattshumer_
-
Claude Haiku recommended for specific use cases
By
–
Try Claude Haiku, likely better for this use-case
-
Claude Prompt Engineer enhances system prompts with better examples
By
–
Yeah, you can use claude-prompt-engineer to get an even better system prompt than this can provide, and use the examples from this system to round things out!
-
Building with Claude 3: Essential techniques you need to try
By
–
If you're building w/ Claude 3, you NEED to try this.
-
Automated Prompt Generation and Testing Workflow for Claude
By
–
It'll then put the examples in the right prompt format for Claude, and test the generated prompt against your initial input example, using Haiku. Lastly, it'll save both the system prompt it generated and the Opus-created examples in a Python file, pre-formatted for generation.
-
Opus generates diverse examples from single task descriptions
By
–
You give Opus a description of your task, along with one input/output example. That's it. From there, Opus will generate seven other great, diverse examples that are similar in structure to your example. It'll then use those + the task description to generate a system prompt.
-
Opus-level AI quality in production at low cost
By
–
In production, Opus-level AI quality at a low cost, with near-instant results, is a game changer. This notebook makes it possible for anyone to implement this quickly. So how does it work?
-
Claude Haiku matches Opus quality at 60x lower cost
By
–
This repo was inspired by this tweet that went viral. Claude 3 Haiku is *60x* cheaper than Opus, and 10x faster. I discovered that if you prompt Haiku with a number of great examples, it can match Opus' quality.
-
Claude Opus teaches Haiku: 60x cheaper AI quality
By
–
Introducing `claude-opus-to-haiku` ✍️
— Matt Shumer (@mattshumer_) 21 mars 2024
Get the quality of Claude 3 Opus, at a fraction of the cost and latency.
Give one example of your task, and Claude 3 Opus will teach Haiku (60x cheaper!!) how to do the task perfectly.
And it's open-source: https://t.co/nrivU2BWmn pic.twitter.com/0HW6NTZ1HNIntroducing `claude-opus-to-haiku` Get the quality of Claude 3 Opus, at a fraction of the cost and latency. Give one example of your task, and Claude 3 Opus will teach Haiku (60x cheaper!!) how to do the task perfectly. And it's open-source: https://
github.com/mshumer/gpt-pr
ompt-engineer
…