Instruction examples
Requests, context, and reviewed answers that include follow-up questions, changing instructions, and the right register.
Bayanat Align
Arabic data for better assistant responses.
Teach your assistant to follow instructions, ask useful questions, and respond naturally in Arabic. Choose existing alignment data or have examples written for your product.
Arabic alignment sets are also available to license with our smartphone speech dataset. Ask us about the available versions and counts.
What we can build together
Preference comparisons
Separate judgments for correctness, naturalness, grounding, dialect, safety, and concision. Keep ties and reviewer disagreement visible.
Response repairs
Flawed answers paired with specific problems and corrected responses. Evidence-based tasks include a way to check the answer.
Dialect and register
Interactions across MSA, regional Arabic, and mixed Arabic-English terminology, with meaning preserved when the requested register changes.
How we put the data together
Start with your assistant
Tell us which requests it handles and where it struggles. We help select existing data and identify missing examples.
Review a sample
Check the records, writing guidelines, and reviewer decisions before choosing the final delivery.
Check improvement
Add a separate evaluation set to compare model versions without testing on the training examples.
When the customer changes their mind
A customer corrects an address, then gives two conflicting delivery times. The assistant needs to keep the corrected address and clarify the time.
Common questions
How is preference data different from instruction data?
Instruction examples show a good response to a request. Preference records compare candidate responses and explain which is better on specific dimensions, such as correctness or natural Arabic. You can license or request these as separate modules.
Can the examples use our policies and terminology?
Yes. Custom work can use documents you are authorized to share, your preferred register, and the situations your assistant handles. We review sample records and the annotation guidelines with you before production.