# Welcome

### New to Bespoke Curator or Bespoke-MiniCheck? Start here!

### Bespoke Curator

Bespoke Curator makes it very easy to create high-quality synthetic data at scale, which you can use to finetune models or use for structured data extraction at scale.

Bespoke Curator is an open-source project:

1. That comes with a rich Python based library for generating and curating synthetic data.
2. A Curator Viewer which makes it easy to view the datasets, thus aiding in the dataset creation.
3. We will also be releasing high-quality datasets that should move the needle on post-training.

Start [here](https://docs.bespokelabs.ai/bespoke-curator/getting-started).

### Using Bespoke-MiniCheck

Bespoke-MiniCheck is powered by Bespoke-MiniCheck-7B model, a best-in-class lightweight model that can be used to detect hallucinations.

It tops the [LLM-AggreFact leaderboard](https://llm-aggrefact.github.io/)

<figure><img src="https://1831689742-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FINVkBnpIXpC4135NE6Ex%2Fuploads%2FWNhlrC7oQq3qq9HDvp1l%2Fimage.png?alt=media&#x26;token=1f3fe04e-9afb-4f27-a5bc-2d1f71101fbd" alt=""><figcaption><p>From LLM-AggreFact Leaderboard</p></figcaption></figure>

You can use Bespoke-MiniCheck either via:

1. [API service](https://docs.bespokelabs.ai/models/bespoke-minicheck/api) (easiest), or
2. [Host it yourself](https://docs.bespokelabs.ai/models/bespoke-minicheck/hosting).


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