Datasets:

mj0530
/

CERA-MoA-train

problem stringlengths 16 19.1k	class stringclasses 4 values	instruction_id_list listlengths 0 9	kwargs stringlengths 0 17.9k
Provide a response to the following query: "What are the key benefits of using project management software in a team environment?" Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. At the end of your response, please explicitly add a postscript starting wi...	IF	[ "detectable_format:number_bullet_lists", "detectable_content:postscript" ]	[{"num_bullets": 3}, {"postscript_marker": "P.S."}]
What are the main benefits of using a content management system (CMS) for a website, and how does it simplify the process of updating and maintaining the site? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 3 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your entire response should be in English, and in all lowercase letters. no capital letters are allowed. how does the human body regulate its temperature?	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}, {}]
What are the key features of a successful online course, and how can these features be implemented effectively? Your response should contain at least 4 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 4}]
Your response should contain at least 4 sentences. Include keywords programming, development, software, and code. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Finish your response with this exact phrase Is there anything else I can help with? No other word...	IF	[ "length_constraints:number_sentences", "keywords:existence", "detectable_format:number_bullet_lists", "startend:end_checker" ]	[{"num_sentences": 4, "relation": "at least"}, {"keywords": ["programming", "development", "software", "code"]}, {"num_bullets": 3}, {"end_phrase": "Is there anything else I can help with?"}]
Your response should contain at least 3 sentences. Include keywords [weather, report, forecast, temperature, precipitation, conditions, high, low]. In your response, the word [weather] should appear at least 2 times. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer mus...	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "detectable_format:title" ]	[{"keywords": ["weather", "report", "forecast", "temperature", "precipitation", "conditions", "high", "low"]}, {"keyword": "weather", "frequency": 2, "relation": "at least"}, {"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}, {}]
Your response should contain at least 3 placeholders represented by square brackets, such as [address]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Include keywords [family, celebra...	IF	[ "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "detectable_format:title", "keywords:existence", "keywords:frequency", "detectable_content:postscript" ]	[{"num_placeholders": 3}, {"num_highlights": 2}, {}, {"keywords": ["family", "celebration", "tradition"]}, {"keyword": "celebration", "frequency": 3, "relation": "at least"}, {"postscript_marker": "P.S."}]
Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Your response should contain at least 3 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section.	IF	[ "detectable_format:title", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{}, {"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}]
Your response should contain at least 3 sentences. Include keywords [keywords] in the response. [keywords] are "cat", "house", "food". What is the best way to take care of a cat in a new house?	IF	[ "keywords:existence", "length_constraints:number_sentences" ]	[{"keywords": ["cat", "house", "food"]}, {"num_sentences": 3, "relation": "at least"}]
Your response should contain at least 100 words. Your ENTIRE response should be in English, and in all lowercase letters. no capital letters are allowed. in your response, the word 'the' should appear at least 15 times. do not include keywords [forbidden_words] in the response. [forbidden_words] are: love, hate, peace,...	IF	[ "length_constraints:number_words", "change_case:english_lowercase", "keywords:frequency", "keywords:forbidden_words" ]	[{"num_words": 100, "relation": "at least"}, {}, {"keyword": "the", "frequency": 15, "relation": "at least"}, {"forbidden_words": ["love", "hate", "peace", "war", "joy", "sorrow", "happy", "sad", "good", "bad", "right", "wrong", "beautiful", "ugly", "smart", "stupid", "strong", "weak", "fast", "slow"]}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Answer the following question: What are some benefits of regular exercise? * Regular exercise improves cardiovascular health by strengthening the heart and improving blood circulation. * It enhances mental heal...	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Highlight at least 1 section in your answer with markdown, i.e. highlighted section. In your response, the word "important" should appear at least 2 times. At the end...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "keywords:frequency", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_highlights": 1}, {"keyword": "important", "frequency": 2, "relation": "at least"}, {"postscript_marker": "P.S."}]
I would like to know more about the benefits of using solar energy. Your response should contain at least 5 sentences and highlight at least 2 sections in your answer with markdown.	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}]
What are the main environmental issues facing [city] today, and what are some proposed solutions to these problems? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Also, include keywords [pollution, climate change, recycling] in the response.	IF	[ "keywords:existence", "detectable_format:number_bullet_lists" ]	[{"keywords": ["pollution", "climate change", "recycling"]}, {"num_bullets": 3}]
What are the key factors that contribute to the success of a startup in the tech industry? Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Include keywords innovation, market demand, funding, talent, *strategic partnershi...	IF	[ "keywords:existence", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["innovation", "market demand", "funding", "talent", "strategic partnerships"]}, {"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Highlight at least 1 section in your answer with markdown, i.e. highlighted section. In your response, the word highlight should appear at least 2 times. At the end...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "keywords:frequency", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_highlights": 1}, {"keyword": "highlight", "frequency": 2, "relation": "at least"}, {"postscript_marker": "P.S."}]
What is the process of photosynthesis and its importance in the ecosystem? Your response should contain at least 5 sentences. At the end of your response, please explicitly add a postscript starting with "P.S.".	IF	[ "length_constraints:number_sentences", "detectable_content:postscript" ]	[{"num_sentences": 5, "relation": "at least"}, {"postscript_marker": "P.S."}]
Please provide a detailed account of the most memorable vacation you have been on, including the location, activities, and any interesting anecdotes. Your response should contain at least 5 sentences, and include a postscript starting with "P.S." Additionally, highlight at least 2 sections in your response with markdow...	IF	[ "length_constraints:number_sentences", "detectable_content:postscript", "detectable_format:number_highlighted_sections" ]	[{"num_sentences": 5, "relation": "at least"}, {"postscript_marker": "P.S."}, {"num_highlights": 2}]
I need to create a short summary of a meeting. The summary should be professional and concise. My response should contain at least 3 sentences and less than 6 sentences. Highlight at least 2 sections in your answer with markdown. Include keywords: agenda, discussed, follow-up.	IF	[ "keywords:existence", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["agenda", "discussed", "follow-up"]}, {"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}]
Your response should contain less than 150 words. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. At the end of your response, please explicitly add a postscript starting with P.S.. ...	IF	[ "length_constraints:number_words", "detectable_format:number_highlighted_sections", "detectable_format:title", "detectable_content:postscript" ]	[{"num_words": 150, "relation": "less than"}, {"num_highlights": 2}, {}, {"postscript_marker": "P.S."}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Additionally, your response must contain at least 2 placeholders represented by square brackets, such as [address]. What are some essential items to pack for a [destination] trip?	IF	[ "detectable_format:number_bullet_lists", "detectable_content:number_placeholders" ]	[{"num_bullets": 3}, {"num_placeholders": 2}]
Your response should contain at least 150 words. In your response, the word "apple" should appear at least 5 times. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Include keywords [tre...	IF	[ "length_constraints:number_words", "keywords:frequency", "detectable_format:number_highlighted_sections", "detectable_format:title", "keywords:existence" ]	[{"num_words": 150, "relation": "at least"}, {"keyword": "apple", "frequency": 5, "relation": "at least"}, {"num_highlights": 2}, {}, {"keywords": ["tree", "fruit", "recipe", "pie"]}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Your entire response should be in English, and in all capital letters. In your response, the word "PLACEHOLDER" should appear at least 2 times.	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "change_case:english_capital", "keywords:frequency" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {}, {"keyword": "PLACEHOLDER", "frequency": 2, "relation": "at least"}]
I need help with a math problem. Can you walk me through solving a quadratic equation using the quadratic formula? The equation is 2x^2 + 3x - 2 = 0. Use the formula x = (-b ± sqrt(b^2 - 4ac)) / (2a). Highlight the steps in your answer with markdown. Your answer must contain at least 2 highlights. Your response should ...	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"num_sentences": 4, "relation": "at least"}, {"num_highlights": 2}]
What are the benefits of using renewable energy? Your response should contain at least 4 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your response, the word *environm...	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "detectable_format:title", "keywords:frequency" ]	[{"num_sentences": 4, "relation": "at least"}, {"num_highlights": 2}, {}, {"keyword": "environment", "frequency": 2, "relation": "at least"}]
Your response should contain less than 200 words. The response must have 2 paragraphs. Paragraphs are separated with the markdown divider: *** What are the benefits of practicing mindfulness meditation?	IF	[ "length_constraints:number_words", "length_constraints:number_paragraphs" ]	[{"num_words": 200, "relation": "less than"}, {"num_paragraphs": 2}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. In your response, the word answer should appear at least 2 times. Include keyw...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "keywords:frequency", "keywords:existence" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_highlights": 2}, {"keyword": "answer", "frequency": 2, "relation": "at least"}, {"keywords": ["keywords"]}]
Your response should contain at least 5 sentences. Your response must have 2 sections. Mark the beginning of each section with Section 1 and Section 2. Include keywords technology, innovation, and development in the response. In your response, the word development should appear at least 3 times. Explain the importanc...	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences", "detectable_format:multiple_sections" ]	[{"keywords": ["technology", "innovation", "development"]}, {"keyword": "development", "frequency": 3, "relation": "at least"}, {"num_sentences": 5, "relation": "at least"}, {"section_spliter": "Section", "num_sections": 2}]
Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Your response should contain at least 3 placeholders represented by square brackets, such as [address]. Your response must have 2 sections. Mark the beginning of each section with Section X, such as: Section 1. Include keywor...	IF	[ "detectable_format:title", "detectable_content:number_placeholders", "detectable_format:multiple_sections", "keywords:existence", "keywords:frequency", "length_constraints:number_words" ]	[{}, {"num_placeholders": 3}, {"section_spliter": "Section", "num_sections": 2}, {"keywords": ["love", "happiness", "nature"]}, {"keyword": "joy", "frequency": 2, "relation": "at least"}, {"num_words": 100, "relation": "at least"}]
What is the best way to prepare for a job interview in the tech industry? Your response should contain at least 3 placeholders represented by square brackets, such as [address]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. There should be 2 paragraphs. Paragraphs are separated...	IF	[ "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "length_constraints:number_paragraphs", "detectable_content:postscript" ]	[{"num_placeholders": 3}, {"num_highlights": 2}, {"num_paragraphs": 2}, {"postscript_marker": "P.S."}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Also, include the word "example" at least 2 times.	IF	[ "detectable_format:number_bullet_lists", "keywords:frequency" ]	[{"num_bullets": 3}, {"keyword": "example", "frequency": 2, "relation": "at least"}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. In your response, the word [keyword] should appear at least 2 times. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "keywords:frequency", "detectable_format:number_highlighted_sections", "detectable_format:title", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"keyword": "keyword", "frequency": 2, "relation": "at least"}, {"num_highlights": 2}, {}, {}]
I am curious about the best way to prepare for a job interview in the tech industry. Could you provide some tips? Your response should contain at least 5 bullet points. Use the markdown bullet points such as: * This is point 1. Also, your response must contain a title, wrapped in double angular brackets, such as <<Prep...	IF	[ "detectable_format:number_bullet_lists", "detectable_format:title" ]	[{"num_bullets": 5}, {}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. **** Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. **** Your entire response should be in English, and in all lowercase letters. no capital letters are allowe...	IF	[ "detectable_format:number_bullet_lists", "detectable_format:title", "change_case:english_lowercase" ]	[{"num_bullets": 3}, {}, {}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Include keywords [location], [time], and [transport]. In your response, the word [location] should appear at least 3 times. Your answer must contain a title, wrapped in...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "keywords:existence", "keywords:frequency", "detectable_format:title" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"keywords": ["location", "time", "transport"]}, {"keyword": "location", "frequency": 3, "relation": "at least"}, {}]
Your response should contain at least 5 sentences. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your response, the word "joy" should appear at least 3 times. Include a postscript starting with "P.S.". What is the significance of joy in our lives?	IF	[ "length_constraints:number_sentences", "detectable_format:title", "keywords:frequency", "detectable_content:postscript" ]	[{"num_sentences": 5, "relation": "at least"}, {}, {"keyword": "joy", "frequency": 3, "relation": "at least"}, {"postscript_marker": "P.S."}]
What are the key features of a smartwatch? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 150 words. The response must have 3 sections. Mark the beginning of each section with Section X, such as: Section 1. In your response, the word "environment" should appear at least 3 times. Include keywords: sustainability, innovation, technology, renewable, resources. Answer the f...	IF	[ "length_constraints:number_words", "detectable_format:multiple_sections", "keywords:frequency", "keywords:existence" ]	[{"num_words": 150, "relation": "at least"}, {"section_spliter": "Section", "num_sections": 3}, {"keyword": "environment", "frequency": 3, "relation": "at least"}, {"keywords": ["sustainability", "innovation", "technology", "renewable", "resources"]}]
Your answer must contain exactly 4 bullet points. Use the markdown bullet points such as: * This is point 1. Your response should contain less than 8 sentences. Answer the question: What are the key factors to consider when buying a new car?	IF	[ "detectable_format:number_bullet_lists", "length_constraints:number_sentences" ]	[{"num_bullets": 4}, {"num_sentences": 8, "relation": "less than"}]
Your response should contain at least 3 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Include keywords sun, beach, and relaxation in the response. Describe a perfect summer day.	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "keywords:existence" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}, {"keywords": ["sun", "beach", "relaxation"]}]
Your response should contain at least 150 words and at least 10 sentences. In your response, the word "information" should appear at least 5 times. At the end of your response, please explicitly add a postscript starting with "P.S." Discuss the importance of information management in the digital age.	IF	[ "length_constraints:number_words", "length_constraints:number_sentences", "keywords:frequency", "detectable_content:postscript" ]	[{"num_words": 150, "relation": "at least"}, {"num_sentences": 10, "relation": "at least"}, {"keyword": "information", "frequency": 5, "relation": "at least"}, {"postscript_marker": "P.S."}]
Your response should contain at least 4 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. In your response, the word "information" should appear at least 3 times. Include...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "keywords:frequency", "keywords:existence" ]	[{"num_sentences": 4, "relation": "at least"}, {"num_placeholders": 2}, {"num_highlights": 2}, {"keyword": "information", "frequency": 3, "relation": "at least"}, {"keywords": ["details", "data", "document"]}]
What are the benefits of regular exercise? Please provide at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 5 sentences. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. At the end of your response, please explicitly add a postscript starting with P.S. My ...	IF	[ "length_constraints:number_sentences", "detectable_format:title", "detectable_format:number_highlighted_sections", "detectable_content:postscript", "detectable_format:number_bullet_lists", "keywords:existence", "keywords:frequency" ]	[{"num_sentences": 5, "relation": "at least"}, {}, {"num_highlights": 2}, {"postscript_marker": "P.S."}, {"num_bullets": 4}, {"keywords": ["love", "joy", "peace"]}, {"keyword": "joy", "frequency": 3, "relation": "at least"}]
Please provide a response in English, using all lowercase letters. no capital letters are allowed. your response should contain at least 5 sentences. include keywords family, vacation, and adventure. finish your response with this exact phrase any other questions?	IF	[ "change_case:english_lowercase", "length_constraints:number_sentences", "keywords:existence", "startend:end_checker" ]	[{}, {"num_sentences": 5, "relation": "at least"}, {"keywords": ["family", "vacation", "adventure"]}, {"end_phrase": "any other questions?"}]
Your response should contain at least 150 words. Your response must have 3 paragraphs. Paragraphs are separated with the markdown divider: ***. In your response, the word "sustainability" should appear at least 3 times. Include keywords "climate change", "renewable energy", and "environmental impact" in the response.	IF	[ "length_constraints:number_words", "length_constraints:number_paragraphs", "keywords:frequency", "keywords:existence" ]	[{"num_words": 150, "relation": "at least"}, {"num_paragraphs": 3}, {"keyword": "sustainability", "frequency": 3, "relation": "at least"}, {"keywords": ["climate change", "renewable energy", "environmental impact"]}]
Answer the following question: What are the benefits of using a CRM system in a business? Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Include keywords customer relationships, efficiency, sales, data management, insights in ...	IF	[ "keywords:existence", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["customer relationships", "efficiency", "sales", "data management", "insights"]}, {"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}]
I need to plan a holiday for my family. Can you suggest some destinations that are suitable for a family with young children? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Also, include a postscript starting with P.S.	IF	[ "detectable_format:number_bullet_lists", "detectable_content:postscript" ]	[{"num_bullets": 3}, {"postscript_marker": "P.S."}]
Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Finish your response with this exact phrase Is there anything else I can help with?. What are the benefits of using AI for customer service?	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "startend:end_checker" ]	[{"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}, {"end_phrase": "Is there anything else I can help with?"}]
What are the essential elements of a well-structured argument? Please provide at least 3 bullet points, and ensure your response is less than 100 words. Highlight at least one section in your answer with markdown.	IF	[ "length_constraints:number_words", "detectable_format:number_bullet_lists", "detectable_format:number_highlighted_sections" ]	[{"num_words": 100, "relation": "less than"}, {"num_bullets": 3}, {"num_highlights": 1}]
Your response should contain at least 3 sentences. Include keywords [travel, destination, explore] in the response. In your response, the word travel should appear at least 3 times. My favorite travel destination is [destination]. What are some tips for exploring [destination]?	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences" ]	[{"keywords": ["travel", "destination", "explore"]}, {"keyword": "travel", "frequency": 3, "relation": "at least"}, {"num_sentences": 3, "relation": "at least"}]
Your response should contain at least 1 placeholder represented by square brackets, such as [address]. Your response should contain at least 3 sentences. Highlight at least 1 section in your answer with markdown, i.e. highlighted section.	IF	[ "detectable_content:number_placeholders", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"num_placeholders": 1}, {"num_sentences": 3, "relation": "at least"}, {"num_highlights": 1}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your answer must contain a title, wrapped in double angular brackets, such as <<...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "detectable_format:title" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_highlights": 2}, {}]
What are the main features of a modern smartwatch? Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Include keywords health tracking, notification alerts, voice commands, mobile payments, music playback in the response.	IF	[ "keywords:existence", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["health tracking", "notification alerts", "voice commands", "mobile payments", "music playback"]}, {"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}]
Can you give me a brief summary of the key events that happened in [year] in [country]? Your response should contain at least 3 placeholders represented by square brackets, such as [year] and [country]. The response must have 2 sections. Mark the beginning of each section with Section 1 and Section 2. At the end of yo...	IF	[ "detectable_content:number_placeholders", "detectable_format:multiple_sections", "detectable_content:postscript" ]	[{"num_placeholders": 3}, {"section_spliter": "Section", "num_sections": 2}, {"postscript_marker": "P.S."}]
Your response should contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Your response must contain at least 2 placeholders represented by square brackets, such as [address]. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your re...	IF	[ "detectable_format:number_bullet_lists", "detectable_content:number_placeholders", "detectable_format:title", "keywords:frequency", "detectable_content:postscript", "change_case:english_lowercase" ]	[{"num_bullets": 3}, {"num_placeholders": 2}, {}, {"keyword": "[keyword]", "frequency": 1, "relation": "at least"}, {"postscript_marker": "P.S."}, {}]
What are the benefits of practicing yoga regularly, and how can it improve one's overall health? Your response should contain at least 4 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Include keywords flexibility, stress, mental, physical in the response. In your re...	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["flexibility", "stress", "mental", "physical"]}, {"keyword": "health", "frequency": 3, "relation": "at least"}, {"num_sentences": 4, "relation": "at least"}, {"num_highlights": 2}]
Your response should contain at least 5 sentences. Include keywords [friendship, loyalty, trust] in the response. In your response, the word "trust" should appear at least 3 times. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section.	IF	[ "length_constraints:number_sentences", "keywords:existence", "keywords:frequency", "detectable_format:number_highlighted_sections" ]	[{"num_sentences": 5, "relation": "at least"}, {"keywords": ["friendship", "loyalty", "trust"]}, {"keyword": "trust", "frequency": 3, "relation": "at least"}, {"num_highlights": 2}]
What are the primary factors that affect the quality of sleep? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Also, your answer must contain a title, wrapped in double angular brackets, such as <<Factors Affecting Sleep Quality>>.	IF	[ "detectable_format:number_bullet_lists", "detectable_format:title" ]	[{"num_bullets": 3}, {}]
Your response should contain less than 100 words. Do not include keywords [forbidden_words] in the response. [forbidden_words] are "apple", "orange", "banana". Finish your response with this exact phrase [ender]. No other words should follow this phrase. [ender] is "Is there anything else I can help with?"	IF	[ "length_constraints:number_words", "keywords:forbidden_words", "startend:end_checker" ]	[{"num_words": 100, "relation": "less than"}, {"forbidden_words": ["apple", "orange", "banana"]}, {"end_phrase": "Is there anything else I can help with?"}]
What are the key features of a successful mobile app? Your answer must contain a title, wrapped in double angular brackets, such as <<key features of a successful mobile app>>. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Answer with at least 300 words.	IF	[ "detectable_format:title", "detectable_format:number_highlighted_sections", "length_constraints:number_words" ]	[{}, {"num_highlights": 2}, {"num_words": 300, "relation": "at least"}]
What are the key features of a successful online course? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
I need to understand the basic principles of quantum mechanics. Your response should contain at least 4 placeholders represented by square brackets such as [address]. Highlight at least 2 sections in your answer with markdown. Your answer must contain a title, wrapped in double angular brackets, such as <<understanding...	IF	[ "detectable_content:number_placeholders", "detectable_format:number_highlighted_sections", "detectable_format:title", "keywords:existence", "keywords:frequency", "detectable_content:postscript", "startend:end_checker", "change_case:english_lowercase" ]	[{"num_placeholders": 4}, {"num_highlights": 2}, {}, {"keywords": ["principles", "quantum mechanics", "wave function", "superposition", "uncertainty", "particles", "measurement", "quantum field theory"]}, {"keyword": "principles", "frequency": 3, "relation": "at least"}, {"postscript_marker": "P.P.S"}, {"end_phrase": "...
What are the main factors that contribute to climate change? Include keywords [greenhouse gases, carbon dioxide, methane, fossil fuels, deforestation] in the response. Your answer must contain exactly 4 bullet points. Use the markdown bullet points such as: * This is point 1. Finish your response with this exact phrase...	IF	[ "keywords:existence", "detectable_format:number_bullet_lists", "startend:end_checker" ]	[{"keywords": ["greenhouse gases", "carbon dioxide", "methane", "fossil fuels", "deforestation"]}, {"num_bullets": 4}, {"end_phrase": "Is there anything else I can help with?"}]
Your answer must contain exactly 4 bullet points. Use the markdown bullet points such as: * This is point 1. Answer the question: What are the benefits of using a content management system (CMS) for a website?	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 4}]
What is the meaning of life, the universe, and everything? Your response should contain at least 3 placeholders represented by square brackets, such as [address]. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. At the end of your response, please explicitly a...	IF	[ "detectable_content:number_placeholders", "detectable_format:number_bullet_lists", "detectable_content:postscript" ]	[{"num_placeholders": 3}, {"num_bullets": 3}, {"postscript_marker": "P.S."}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Answer the following question: What are the benefits of regular exercise? * Regular exercise helps improve cardiovascular health by strengthening the heart and lowering blood pressure * It enhances mental well-...	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Your answer must contain exactly 2 bullet points. Use the markdown bullet points such as: * This is point 1. At the end of your response, please explicitly add a postsc...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_bullet_lists", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_bullets": 2}, {"postscript_marker": "P.S."}]
Your response should contain at least 3 sentences. Include keywords [travel], [destination], [vacation] in the response. At the end of your response, please explicitly add a postscript starting with [P.S.]. Your entire response should be in English, and in all lowercase letters. no capital letters are allowed.	IF	[ "length_constraints:number_sentences", "keywords:existence", "detectable_content:postscript", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"keywords": ["travel", "destination", "vacation"]}, {"postscript_marker": "P.S."}, {}]
Your response should contain at least 3 sentences. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. In your response, the word "beautiful" should appear at least 3 times. What is your f...	IF	[ "length_constraints:number_sentences", "detectable_format:title", "detectable_format:number_highlighted_sections", "keywords:frequency" ]	[{"num_sentences": 3, "relation": "at least"}, {}, {"num_highlights": 2}, {"keyword": "beautiful", "frequency": 3, "relation": "at least"}]
I need a response to a question about the best time to plant flowers in my garden. The response should contain at least 3 sentences. It must also include a postscript starting with "P.S." and a reminder to check the local weather forecast. The response should be in English and use all lowercase letters. no capital lett...	IF	[ "length_constraints:number_sentences", "detectable_content:postscript", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"postscript_marker": "P.S."}, {}]
Your response should contain less than 100 words. Do not include keywords [forbidden_words] in the response. [forbidden_words] are "apple", "banana", "orange". Answer the following question: What is the capital of France?	IF	[ "length_constraints:number_words", "keywords:forbidden_words" ]	[{"num_words": 100, "relation": "less than"}, {"forbidden_words": ["apple", "banana", "orange"]}]
Provide a response to the following question: What are the primary benefits of using a cloud-based project management tool? Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown. Your answer must contain a title, wrapped in double angular brackets, such as <<Tit...	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "detectable_format:title" ]	[{"keywords": ["project", "management", "cloud-based", "accessible", "collaboration", "flexibility"]}, {"keyword": "benefits", "frequency": 3, "relation": "at least"}, {"num_sentences": 5, "relation": "at least"}, {"num_highlights": 2}, {}]
Explain the process of photosynthesis in plants, ensuring your response contains at least 3 sentences and no more than 5 sentences. Highlight at least one section in your answer using markdown for emphasis. In your response, the word "light" should appear at least 3 times.	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "keywords:frequency" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_highlights": 1}, {"keyword": "light", "frequency": 3, "relation": "at least"}]
Your response should contain at least 5 sentences. Answer the question: What are the benefits of regular exercise for mental health?	IF	[ "length_constraints:number_sentences" ]	[{"num_sentences": 5, "relation": "at least"}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. At the end of your response, please explicitly add a postsc...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_bullet_lists", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_bullets": 3}, {"postscript_marker": "P.S."}]
What are some key elements to consider when designing a successful mobile app? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. At the end of your response, please explicitly add a postscript starting with P.S. Your entire response should be in English, and in all lowercase letters. no capital l...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_content:postscript", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"postscript_marker": "P.S."}, {}]
Your response should contain less than 100 words. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Include keywords poetry, joy, and feelings. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section.	IF	[ "length_constraints:number_words", "detectable_format:title", "keywords:existence", "detectable_format:number_highlighted_sections" ]	[{"num_words": 100, "relation": "less than"}, {}, {"keywords": ["poetry", "joy", "feelings"]}, {"num_highlights": 2}]
Your response should contain at least 3 sentences. Make sure to include the keywords "sustainability", "environmental", and "innovation". Additionally, highlight at least one section in your answer with markdown, i.e. highlighted section.	IF	[ "length_constraints:number_sentences", "keywords:existence", "detectable_format:number_highlighted_sections" ]	[{"num_sentences": 3, "relation": "at least"}, {"keywords": ["sustainability", "environmental", "innovation"]}, {"num_highlights": 1}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Include keywords [location], [date], and [time] in the resp...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_format:number_bullet_lists", "keywords:existence", "detectable_format:title" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"num_bullets": 3}, {"keywords": ["location", "date", "time"]}, {}]
Explain the concept of gravity, focusing on its fundamental principles and how it affects objects on Earth. Your response should contain at least 4 sentences.	IF	[ "length_constraints:number_sentences" ]	[{"num_sentences": 4, "relation": "at least"}]
Your response should contain at least 3 sentences. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. In your response, the word "joy" should appear at least 3 times. Your entire response ...	IF	[ "length_constraints:number_sentences", "detectable_format:title", "detectable_format:number_highlighted_sections", "keywords:frequency", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {}, {"num_highlights": 2}, {"keyword": "joy", "frequency": 3, "relation": "at least"}, {}]
I am planning a trip to Paris and I need some advice. Can you provide me with a list of must-visit places in Paris, and also give me a brief description of each place? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Highlight at least 2 sections in your ...	IF	[ "detectable_format:number_bullet_lists", "detectable_format:number_highlighted_sections" ]	[{"num_bullets": 3}, {"num_highlights": 2}]
Your response should contain at least 3 sentences. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. Your entire response should be in English, and in all lowercase letters. no capital letters are allowed. include keywords health, diet, and exercise in the response. answer the foll...	IF	[ "length_constraints:number_sentences", "detectable_format:number_highlighted_sections", "change_case:english_lowercase", "keywords:existence" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}, {}, {"keywords": ["health", "diet", "exercise"]}]
Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Include keywords [library], [books], and [reading] in the response. At the end of your response, please explicitly add a postscript starting with P.S.	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "keywords:existence", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 2}, {"keywords": ["library", "books", "reading"]}, {"postscript_marker": "P.S."}]
Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. The response must have 2 paragraphs. Paragraphs are separated with the markdown divider: *** What are some tips for managing stress effectively?	IF	[ "detectable_format:number_bullet_lists", "length_constraints:number_paragraphs" ]	[{"num_bullets": 3}, {"num_paragraphs": 2}]
Your response should contain [num_bullets] 3 bullet points. Use the markdown bullet points such as: * This is point 1. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your response, the word [keyword] "joy" should appear [relation] "at least" [frequency] 3 times. Answer...	IF	[ "detectable_format:number_bullet_lists", "detectable_format:title", "keywords:frequency", "length_constraints:number_words" ]	[{"num_bullets": 3}, {}, {"keyword": "joy", "frequency": 3, "relation": "at least"}, {"num_words": 100, "relation": "at least"}]
Your response should contain at least 3 sentences. The response must contain exactly 4 bullet points. Use the markdown bullet points such as: * This is point 1. Your answer must contain a title, wrapped in double angular brackets, such as <<Understanding the Basics>>. Explain the basic principles of thermodynamics.	IF	[ "length_constraints:number_sentences", "detectable_format:number_bullet_lists", "detectable_format:title" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_bullets": 4}, {}]
Your response should contain at least 3 sentences. Your answer must contain exactly 4 placeholders represented by square brackets, such as [address]. Your entire response should be in English, and in all lowercase letters. no capital letters are allowed. what is the process for filing a tax return?	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "change_case:english_lowercase" ]	[{"num_sentences": 3, "relation": "at least"}, {"num_placeholders": 4}, {}]
Your response should contain at least 3 sentences. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. At the end of your response, please explicitly add a postscript starting with P.S.. ...	IF	[ "length_constraints:number_sentences", "detectable_format:title", "detectable_format:number_highlighted_sections", "detectable_content:postscript" ]	[{"num_sentences": 3, "relation": "at least"}, {}, {"num_highlights": 2}, {"postscript_marker": "P.S."}]
Your response should contain at least 5 sentences. Include keywords [keywords] in the response. In your response, the word [keyword] should appear at least 3 times. [keywords] are "technology", "innovation", and "sustainability". [keyword] is "sustainable".	IF	[ "keywords:existence", "keywords:frequency", "length_constraints:number_sentences" ]	[{"keywords": ["technology", "innovation", "sustainability"]}, {"keyword": "sustainable", "frequency": 3, "relation": "at least"}, {"num_sentences": 5, "relation": "at least"}]
Your response should contain at least 4 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. At the end of your response, please explicitly add a postscript starting with P.S. Your answer must contain a title, wrapped in double angular brackets, such as <<perso...	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_content:postscript", "detectable_format:title" ]	[{"num_sentences": 4, "relation": "at least"}, {"num_placeholders": 2}, {"postscript_marker": "P.S."}, {}]
Your entire response should be in English, and in all lowercase letters. no capital letters are allowed. in your response, the word "the" should appear at least 5 times. your response should contain at least 3 sentences. at the end of your response, please explicitly add a postscript starting with p.s. what is the cap...	IF	[ "change_case:english_lowercase", "keywords:frequency", "length_constraints:number_sentences", "detectable_content:postscript" ]	[{}, {"keyword": "the", "frequency": 5, "relation": "at least"}, {"num_sentences": 3, "relation": "at least"}, {"postscript_marker": "P.S."}]
Can you provide a brief summary of the benefits of regular exercise for mental health? Your response should contain at least 5 sentences. At the end of your response, please explicitly add a postscript starting with "P.S.".	IF	[ "length_constraints:number_sentences", "detectable_content:postscript" ]	[{"num_sentences": 5, "relation": "at least"}, {"postscript_marker": "P.S."}]
Your response should contain at least 5 sentences. The response must include the keywords: [travel], [destination], [budget], [itinerary], [explore]. Highlight at least 2 sections in your answer with markdown, i.e. highlighted section. At the end of your response, please explicitly add a postscript starting with *P.S...	IF	[ "length_constraints:number_sentences", "keywords:existence", "detectable_format:number_highlighted_sections", "detectable_content:postscript" ]	[{"num_sentences": 5, "relation": "at least"}, {"keywords": ["travel", "destination", "budget", "itinerary", "explore"]}, {"num_highlights": 2}, {"postscript_marker": "P.S."}]
Your response should contain at least 3 sentences. Include keywords [keywords] in the response. Keywords: vacation, beach, relaxation. Highlight at least 2 sections in your answer with markdown, i.e., highlighted section.	IF	[ "keywords:existence", "length_constraints:number_sentences", "detectable_format:number_highlighted_sections" ]	[{"keywords": ["vacation", "beach", "relaxation"]}, {"num_sentences": 3, "relation": "at least"}, {"num_highlights": 2}]
What are the top 3 benefits of using a project management tool for a team? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.	IF	[ "detectable_format:number_bullet_lists" ]	[{"num_bullets": 3}]
Your response should contain less than 200 words. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your response, the word "happy" should appear at least 3 times. Include keywords [joy, celebration, laughter] in the response. Finish your response with this exact phrase [...	IF	[ "length_constraints:number_words", "detectable_format:title", "keywords:frequency", "keywords:existence", "startend:end_checker" ]	[{"num_words": 200, "relation": "less than"}, {}, {"keyword": "happy", "frequency": 3, "relation": "less than"}, {"keywords": ["joy", "celebration", "laughter"]}, {"end_phrase": "Is there anything else I can help with?"}]
Your response should contain at least 5 sentences. Your response must contain exactly 3 placeholders represented by square brackets, such as [address]. At the end of your response, please explicitly add a postscript starting with P.S. What is the best way to organize a [event] in [city] for [number] guests?	IF	[ "length_constraints:number_sentences", "detectable_content:number_placeholders", "detectable_content:postscript" ]	[{"num_sentences": 5, "relation": "at least"}, {"num_placeholders": 3}, {"postscript_marker": "P.S."}]

End of preview. Expand in Data Studio

CERA-MoA Train

Training split used by CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents.

Paper: arXiv:2609.18779
Code: github.com/michaeljiang0530/CERA-MoA
Hugging Face Papers: huggingface.co/papers/2609.18779

32,000 examples, sampled with seed = 42 from nine public sources: 11,200 math, 9,600 code, 6,400 instruction-following, and 4,800 general-reasoning.

Load

from datasets import load_dataset
import json

ds = load_dataset("mj0530/CERA-MoA-train", split="train")
print(ds)
# Dataset({
#     features: ['problem', 'class', 'true_answer', 'test_cases', 'instruction_id_list', 'kwargs'],
#     num_rows: 32000
# })

# CODE / IF verifier fields are JSON strings (stable for the Hub viewer):
row = ds[0]
test_cases = json.loads(row["test_cases"]) if row["test_cases"] else None
kwargs = json.loads(row["kwargs"]) if row["kwargs"] else None

The Hub file is data/train-00000-of-00001.parquet. Nested test_cases / kwargs are stored as UTF-8 JSON strings so Arrow schema stays uniform and the dataset preview works.

Composition

Domain	Source	Sampled	`class`
Instruction following	IFEval-like (MAGPIE)	1,400	`IF`
Instruction following	RLVR-IFEval	5,000	`IF`
Mathematical reasoning	Hendrycks MATH	5,000	`MATH`
Mathematical reasoning	DAPO-Math-17k	5,000	`MATH`
Mathematical reasoning	GSM8K	1,200	`MATH`
Code generation	MBPP (sanitized)	163	`CODE`
Code generation	Eurus-2-Code	7,000	`CODE`
Code generation	TACO	2,437	`CODE`
General reasoning	BIG-bench Hard (BBH)	4,800	`GeneralQA`
Total		32,000

Schema

Column	Type	When it is filled
`problem`	string	always
`class`	string	`MATH` / `CODE` / `IF` / `GeneralQA`
`true_answer`	string	`MATH` and `GeneralQA`; empty otherwise
`test_cases`	string (JSON)	`CODE`: object with `inputs` / `outputs`, and `fn_name` when function-based; empty otherwise
`instruction_id_list`	list[string]	`IF`; empty list otherwise
`kwargs`	string (JSON)	`IF`: list of verifier argument dicts; empty otherwise

Source datasets, links, and licenses

Source	Link	License
IFEval-like (MAGPIE)	argilla/ifeval-like-data	Qwen
RLVR-IFEval	allenai/RLVR-IFeval	ODC-By
Hendrycks MATH	EleutherAI/hendrycks_math	MIT
DAPO-Math-17k	BytedTsinghua-SIA/DAPO-Math-17k	Apache-2.0
GSM8K	openai/gsm8k	MIT
MBPP (sanitized)	google-research-datasets/mbpp	CC BY-4.0
Eurus-2-Code	PRIME-RL/Eurus-2-RL-Data	MIT
TACO	BAAI/TACO	Apache-2.0
BIG-bench Hard (BBH)	Joschka/big_bench_hard	MIT

License of this mix

The Hub card is other / mixed because the sources use different licenses (Qwen, ODC-By, Apache-2.0, MIT, CC BY-4.0).

Citation

@misc{jiang2026ceramoacoevolvingroutingmechanisms,
      title={CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents},
      author={Jiaxuan Jiang and Liyuan He and Zhixuan Fang},
      year={2026},
      eprint={2609.18779},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

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Paper for mj0530/CERA-MoA-train

CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents

Paper • 2609.18779 • Published 30 days ago • 16