DuoNeural/Qwen2.5-Coder-3B-SFT-JSON
3B • Updated • 32
messages listlengths 2 2 | metadata dict |
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[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer (Go/Kubernetes) - FinTech Platform\n\n**L... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n**Q3 2023 Earnings Report Excerpt - Innovatech Corp.**\n\nInnovatech Corp. re... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Q3 2023 Earnings Report Excerpt - Innovatech Corp.\n\n**Revenue and Growth... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Data Scientist Explaining Contract Preamble\n\n**Junior Colleague:... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Software Engineer - Backend (Python/Django)\n\n**Job Description:... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Decoding the Clinical Narrative: A Deep Dive into a Complex Case\n\n**Author:** Dr... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Machine Learning Research Scientist (Quantum Simulation & ... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Q3 2023 Earnings Report Excerpt: Innovatech Solutions Inc.\n\n**Revenue an... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Q3 2023 Financial Performance Summary\n\n**Analogy:** Think of this as the... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\nPlease provide the earnings report excerpt you would like me to review.\n\n**... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Excerpt from Q3 2023 Earnings Report – Innovatech Solutions Inc.\n\n**Reve... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Software Engineer - Distributed Systems (Senior Level)\n\n**Locat... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"authors\": [str], \"year\": int, \"venue\": str, \"abstract_summary\": str, \"key_contributions\": [str], \"datasets_used\": [str]}:\n\n## Tutorial: Generating a Realistic ML Research Paper Abstract Sect... | {
"domain": "research_paper"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"authors\": [str], \"year\": int, \"venue\": str, \"abstract_summary\": str, \"key_contributions\": [str], \"datasets_used\": [str]}:\n\n## ML Research Paper Abstract Generation\n\n**Please specify the fo... | {
"domain": "research_paper"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\nAs an ML researcher with a physics background, I can certainly generate a rea... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\nAh, a contract preamble. Think of it not as a mere legal formality, b... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Service Agreement Preamble\n\n**1. Parties and Purpose:** This Ser... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n**(Professor paces to the whiteboard, picks up a marker, and begins s... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Clinical Note\n\n**Date of Service:** 2023-10-27\n**Patient Name:** Mr. Alan B. Th... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Clinical Documentation: Consultation Note\n\n**Patient:** Mr. Alistair Vance\n**Da... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer - Distributed Systems (Go/Kubernetes)\n\n... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## ML Researcher (Physics Background) Q&A\n\n**Researcher:** Hello. As an ML research... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\nPlease provide the document or context you would like me to review.\n... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer, Distributed Systems (Go/Kubernetes Focus... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer - Distributed Systems (Go/Kubernetes)\n\n... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Excerpt from Q3 2023 Earnings Report: Innovatech Solutions, Inc.\n\n**Fina... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Clinical Note\n\n**Patient:** Mr. Alistair Vance\n**DOB:** 05/12/1968 (Age: 55)\n*... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Clinical Note Example\n\n**Patient:** Mr. Alistair Vance\n**DOB:** 05/12/1968 (Age... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Software Engineer III (Backend Focus) – Distributed Systems & Dat... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Navigating the Nexus of Service Provision: A Deep Dive into Contra... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Commentary on Contractual Preamble Construction\n\nAs a professor ... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\n## Clinical Note Generation\n\n**Q: What information do you need from me to generate ... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer - Distributed Systems (Go/Kubernetes)\n\n... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Drafting a Robust Service Agreement Preamble: A Pragmatic Approach... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Commentary on Q3 2023 Earnings Report: Navigating the AI Infrastructure Bo... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\n## Skeptical Code Review: Analyzing a \"Service Agreement Preamble\" ... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"patient_name\": str, \"diagnosis\": str, \"icd10_code\": str, \"medications\": [str], \"dosage\": [str], \"follow_up_date\": str}:\n\nAs a systems architect designing for production, I understand the need for structured... | {
"domain": "medical"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer - Distributed Systems & Scalability (Go/K... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Code Review: Earnings Report Excerpt Generation\n\n**Reviewer:** Technical... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"parties\": [str], \"effective_date\": str, \"termination_date\": str, \"contract_value\": str, \"jurisdiction\": str, \"key_obligations\": [str]}:\n\nAh, a request for a preamble. While the *elegance* of a mathematical ... | {
"domain": "legal"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"authors\": [str], \"year\": int, \"venue\": str, \"abstract_summary\": str, \"key_contributions\": [str], \"datasets_used\": [str]}:\n\n## Abstract\n\nThis work presents $\\text{GraphFormer}$, a novel at... | {
"domain": "research_paper"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"authors\": [str], \"year\": int, \"venue\": str, \"abstract_summary\": str, \"key_contributions\": [str], \"datasets_used\": [str]}:\n\nAs a senior software engineer with 15 years of experience, I unders... | {
"domain": "research_paper"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Earnings Report Excerpt: TechCorp Innovations (Q3 2023)\n\n**Professor:** ... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Q3 2023 Earnings Report Excerpt: Innovatech Solutions, Inc.\n\n**Financial... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Commentary on Earnings Report Excerpt: Navigating Complexity in Tech Finan... | {
"domain": "financial"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"title\": str, \"company\": str, \"location\": str, \"salary_range\": str, \"required_skills\": [str], \"experience_years\": int, \"remote\": bool}:\n\n## Senior Backend Engineer - Distributed Systems (Go/Kubernetes)\n\n... | {
"domain": "job_posting"
} |
[
{
"role": "user",
"content": "Extract information from this document into JSON format {\"company\": str, \"fiscal_quarter\": str, \"revenue\": str, \"net_income\": str, \"eps\": str, \"guidance\": str, \"risk_factors\": [str]}:\n\n## Earnings Report Excerpt: TechCorp Inc. - Q3 2023\n\n**Q&A Dialogue:**\n\n*... | {
"domain": "financial"
} |
End of preview. Expand in Data Studio
Gemma4-E2B-SFT-JSON
Synthetic structured JSON entity extraction dataset. Model receives unstructured document → outputs strictly valid JSON.
Domains: Medical (clinical notes), legal (contracts), financial (earnings reports), job postings, research papers. Format: ShareGPT/ChatML. Two-step generation: document synthesized first, then extracted. Use: Fine-tune models for robust information extraction and structured output generation. Generator: DuoNeural/TurboGemma4E2B, temperature 0.1 for extraction step.
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