Benchmark Provider Performance
Minimal promptfoo scaffold for benchmarking Cohere models via a promptfooconfig.yaml eval.
Why it matters
Evaluate and compare the performance of different AI model providers, specifically Cohere, using the promptfoo framework. This asset helps ensure your AI integrations are robust and efficient.
Outcomes
What it gets done
Run benchmark tests against the Cohere provider.
Analyze and summarize benchmark results.
Classify provider performance based on test outcomes.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/pfoo-provider-cohere-benchmark | bash Steps
Steps in the chain
Overview
Provider Cohere Benchmark
A minimal promptfoo scaffold intended for benchmarking Cohere models, with test cases to be defined in promptfooconfig.yaml. Use as a starting point when setting up a Cohere model benchmark rather than a blank promptfoo config.
What it does
This is a scaffolded promptfoo example for benchmarking Cohere models. It provides the standard init/eval/view flow as a starting point for a Cohere benchmark that you configure in promptfooconfig.yaml.
When to use - and when NOT to
Use this as a bare starting scaffold when you need to set up a Cohere benchmark in promptfoo and will define the actual test cases and assertions yourself in promptfooconfig.yaml. It does not ship a pre-built set of Cohere-specific test cases or assertions - those must be added by the user.
Inputs and outputs
Set OPENAI_API_KEY, edit promptfooconfig.yaml to define the benchmark, then run:
npx promptfoo@latest init --example provider-cohere-benchmark
cd provider-cohere-benchmark
followed by promptfoo eval to run the benchmark and promptfoo view to inspect the results.
Integrations
Scaffolds a promptfoo config intended for benchmarking Cohere models, requiring an OPENAI_API_KEY environment variable as set up.
Who it's for
Teams that want a minimal promptfoo starting point for building their own Cohere model benchmark rather than starting from a blank config.
Source README
provider-cohere-benchmark (Cohere Benchmark)
You can run this example with:
npx promptfoo@latest init --example provider-cohere-benchmark
cd provider-cohere-benchmark
Usage
To get started, set your OPENAI_API_KEY environment variable.
Next, edit promptfooconfig.yaml.
Then run:
promptfoo eval
Afterwards, you can view the results by running promptfoo view
FAQ
Common questions
Discussion
Questions & comments · 0
Sign In Sign in to leave a comment.