Assam · LLM human data
Human Data for LLM Projects in Guwahati
Human-generated text and speech for LLM training and evaluation in Indian languages: prompts, preference rankings, instruction-response pairs, red-teaming and cultural-fit review. In Guwahati, this runs from our local studio setup: Booth plus partner field teams across Assam.
- City
- Guwahati, Assam
- Languages here
- 3
- Turnaround
- 2-6 weeks depending on task complexity and contributor screening depth.
Languages recorded in Guwahati
- Assamese
- Bengali
- Hindi
Local dialect profile
Kamrupi and standard Assamese; gateway to Upper Assam and Barak Valley fielding.
The only practical base for Assamese collection at scale.
Technical specification
| Parameter | Standard |
|---|---|
| Task types | Prompt writing, response ranking, instruction-response pairs, adversarial testing |
| Languages | Any language in the network, including code-mixed Hinglish |
| Contributors | Screened by domain, education band and language proficiency |
| Agreement | Overlapping assignments with adjudication |
| Provenance | Per-item contributor and time records |
Process
- Task specification and rubric design
- Contributor screening against the rubric
- Calibration round with feedback
- Production with overlap and gold items
- Adjudication and delivery
Deliverables
- Task data in your schema
- Rubric and calibration results
- Contributor metadata (anonymised)
- Agreement statistics
Why Guwahati for this work
The only practical base for Assamese collection at scale.
Booth plus partner field teams across Assam. Sessions here follow the same template as every other city in the network, so a multi-city cohort stays acoustically consistent.
Frequently asked
Do you have a studio in Guwahati?
Booth plus partner field teams across Assam.
Which languages can you collect in Guwahati?
Assamese, Bengali, Hindi. Other languages are possible where migrant communities are present, with residence and nativeness screening.
Can sessions run outside the studio?
Yes. Field recording in homes, vehicles and public spaces is available where your deployment conditions require it, with noise profiles documented per session.
Book llm human data in Guwahati
Send the language, speaker count and conditions.