Datasets
Dataset
laya-indic-synthetic
by arunp0
laya-indic synthetic typed decisions (Qwen3) The synthetic part of laya-indic's training data: 62,263 texts with 181,911 verified typed questions (choice, noul, score). Everything was generated by open-weights Qwen3 models (Apache-2.
Apache-2.0text-classification 30 010K < n < 100K rows
published 16 Oct 2026
Preview
First 5 rows of default / train, from the Hugging Face dataset viewer.
| state | questions | gold | sampled_gold | profile | meta |
|---|---|---|---|---|---|
| Hi, I just saw the payment reminder. I’ll clear the dues by Friday when I get my salary credited. Let me know if there’s any late fee I need to include. | {"payment_intent":{"type":"choice","instructions":"What is the customer's stated or implied intent regarding their overdue payment?","criteria":{"will_pay_soon":"Customer explicitly states they will pay within the next 3 days or references a specific upcoming transaction.","cannot_pay_now":"Custome… | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false} | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false,"urgency_level":0,"contact_channel_preference":"NONE_OF_THE_OPTIONS"} | general | {"domain":"fintech lending app collections","language":"English","register":"chat message to a support bot","length":"2-3 sentences","noise":"clean","provider":"Venice","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507"} |
| je ne paierai pas cette dette et je nai pas de travail depuis des mois alors vos menaces ne marchent pas envoyez moi des notifications dans lapp si vous voulez mais arretez les appels | {"payment_intent":{"type":"choice","instructions":"What is the customer's stated or implied intent regarding their overdue payment?","criteria":{"will_pay_soon":"Customer explicitly states they will pay within the next 3 days or references a specific upcoming transaction.","cannot_pay_now":"Custome… | {"payment_intent":"threatens_non_payment","financial_hardship_mentioned":true} | {"payment_intent":"threatens_non_payment","financial_hardship_mentioned":true,"urgency_level":0,"contact_channel_preference":"app_notification"} | general | {"domain":"fintech lending app collections","language":"French","register":"WhatsApp-style message","length":"a short paragraph","noise":"no punctuation, lowercase","provider":"Venice","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507"} |
| ఈ రోజు ఐదు వేలు కట్టాలంటే ఇంకా పేమెంట్ చేయలేని పరిస్థితిలో ఉన్నాను, కానీ మీరు నాకు మరికొన్ని రోజులు గడువు ఇస్తే తప్పకుండా చెల్లిస్తాను. కాల్ చేయకండి, యాప్ లో మెసేజ్ చేస్తే సమాధానం ఇస్తాను. | {"payment_intent":{"type":"choice","instructions":"What is the customer's stated or implied intent regarding their overdue payment?","criteria":{"will_pay_soon":"Customer explicitly states they will pay within the next 3 days or references a specific upcoming transaction.","cannot_pay_now":"Custome… | {"financial_hardship_mentioned":false,"urgency_level":1} | {"payment_intent":"threatens_non_payment","financial_hardship_mentioned":false,"urgency_level":1,"contact_channel_preference":"app_notification"} | general | {"domain":"fintech lending app collections","language":"Telugu","register":"app review","length":"a short paragraph","noise":"clean","provider":"DeepInfra","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507"} |
| मैं कल तक 5000 रुपये भेज रहा हूं, बस थोड़ी देर में पेमेंट कर दूंगा क्योंकि कलेक्शन एजेंट लगातार कॉल कर रहा है और डरा रहा है। कृपया अब कॉल न करें, मैं टेक्स्ट के जरिए ही सब कुछ संभाल लूंगा। | {"payment_intent":{"type":"choice","instructions":"What is the customer's stated or implied intent regarding their overdue payment?","criteria":{"will_pay_soon":"Customer explicitly states they will pay within the next 3 days or references a specific upcoming transaction.","cannot_pay_now":"Custome… | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false,"urgency_level":3,"contact_channel_preference":"call_avoidance"} | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false,"urgency_level":3,"contact_channel_preference":"call_avoidance"} | general | {"domain":"fintech lending app collections","language":"Hindi in Devanagari script","register":"social media post","length":"2-3 sentences","noise":"a few typos","provider":"DeepInfra","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507"} |
| मेरा भुगतान अगले दो दिनों में हो जाएगा, सैलरी आते ही क्लियर कर दूंगा। अगर क्रेडिट स्कोर पर असर पड़ा तो बड़ी समस्या हो जाएगी। कृपया अपडेट के लिए SMS करें। | {"payment_intent":{"type":"choice","instructions":"What is the customer's stated or implied intent regarding their overdue payment?","criteria":{"will_pay_soon":"Customer explicitly states they will pay within the next 3 days or references a specific upcoming transaction.","cannot_pay_now":"Custome… | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false,"urgency_level":2,"contact_channel_preference":"sms"} | {"payment_intent":"will_pay_soon","financial_hardship_mentioned":false,"urgency_level":2,"contact_channel_preference":"sms"} | general | {"domain":"fintech lending app collections","language":"Hindi in Devanagari script","register":"social media post","length":"2-3 sentences","noise":"clean","provider":"Nebius","gen":"qwen/qwen3-235b-a22b-2507","ver":"qwen/qwen3-30b-a3b-instruct-2507"} |
Cite this
Apache-2.0textCite
Tags
task_categories:text-classificationtask_categories:zero-shot-classificationlanguage:enlanguage:hilanguage:bnlanguage:talanguage:telanguage:mrlanguage:gulanguage:knlanguage:mllanguage:palanguage:urlanguage:orlanguage:uzlanguage:kklanguage:azlanguage:arlanguage:rulanguage:frlanguage:eslanguage:trlanguage:delanguage:kalanguage:zhlicense:apache-2.0size_categories:10K<n<100Kformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:ussyntheticqwen3indichinglishdecision-modellabel-first