Trytellypls/telly-oasis-1

Telly-Oasis-1-dataset

A high-quality, multi-turn conversational dataset designed for LLM fine-tuning and instruction-following.This dataset is used to train the Telly Oasis 1 language model Which is curently under development

Telly Oasis 1 is a conversational instruction dataset stored in JSONL format. It is designed for training, fine-tuning, and evaluating Large Language Models (LLMs), particularly chat and instruction-following models.

The dataset contains multi-turn conversations between a human and an AI assistant. Conversations cover a wide variety of topics, including general knowledge, reasoning, coding, writing, mathematics, education, and question answering.

📊 Dataset Structure The dataset is stored as JSONL (JSON Lines), where each line contains one complete conversation represented as a JSON array.

Each message object contains two primary fields:

from (string): Identifies the speaker of the message. "human": The user's prompt, query, or instruction. "gpt": The assistant's response or action. value (string): The actual text content of the message. 💬 Detailed Chat Explanations & Examples To showcase the diversity and depth of Telly Oasis 1, below are several examples of the multi-turn conversations found within the dataset. These examples highlight the model's ability to maintain context, follow complex instructions, and adapt to user prompts across various domains.

Example 1: In-Depth Knowledge & Advisory (Agriculture) This conversation demonstrates the assistant's ability to provide structured, detailed explanations on a technical topic (soil erosion), followed by practical advice tailored to the user's personal context (starting a garden). It showcases multi-turn instruction following where the user builds upon previous answers.

                 [  {    "from": "human",    "value": "Could you explain the different types of soil erosion, their causes, and their effects on agricultural production?"  },  {    "from": "gpt",    "value": "There are several types of soil erosion that occur due to various causes and have different effects on agricultural production. The main types of soil erosion are:\n\n1. Water erosion: It happens when the running water of rainfall washes away topsoil. The causes of water erosion include:\n\n- Heavy rainfall\n- Poor soil structure\n- Sloping terrain\n- Deforestation\n- Overgrazing\n\nThe effects of water erosion on agricultural production are:\n\n- Loss of fertile topsoil\n- Reduced crop productivity\n- Soil compaction\n- Water logging\n\n2. Wind erosion: This type of erosion occurs when the wind blows away topsoil. Wind erosion is common in areas with low vegetation cover, and its causes include:\n\n- Drought\n- Overuse of tillage\n- Overgrazing\n- Deforestation\n\nThe effects of wind erosion on agricultural production are:\n\n- Loss of fertile topsoil\n- Reduced crop productivity\n- Soil compaction\n- Destruction of crops\n\n3. Tillage erosion: It happens when the soil is disturbed during the process of tilling. The causes of tillage erosion include:\n\n- Overuse of tillage\n- Rainfall\n- Poor soil structure\n\nThe effects of tillage erosion on agricultural production are:\n\n- Loss of fertile topsoil\n- Reduced crop productivity\n- Soil compaction\n\n4. Mass erosion: This type of erosion happens when a large amount of soil is moved by landslides, mudslides, or avalanches. The causes of mass erosion include:\n\n- Heavy rainfall\n- Steep terrain\n- Deforestation\n- Earthquakes\n\nThe effects of mass erosion on agricultural production are:\n\n- Destruction of crops and farmland\n- Loss of fertile topsoil\n- Changes to water courses\n\nOverall, soil erosion can have significant negative impacts on agricultural production by reducing soil fertility and crop yields, causing soil compaction, and even leading to crop destruction. Preventing soil erosion through proper land management practices, such as conservation tillage, planting cover crops, and maintaining vegetative cover, is essential for maintaining healthy and productive farmland."  },  {    "from": "human",    "value": "Wow, I had no idea that there were so many different types of soil erosion! What are some common land management practices that can help prevent soil erosion?"  },  {    "from": "gpt",    "value": "There are several land management practices that can help prevent soil erosion, such as:\n\n1. Conservation tillage: This is a method of tilling where the soil is left undisturbed or minimally disturbed, reducing soil erosion and maintaining soil structure.\n\n2. Planting cover crops: Cover crops like clover, rye or oats help maintain soil fertility by adding organic matter, reducing soil erosion and improving soil quality.\n\n3. Maintaining vegetative cover: Planting and maintaining vegetation cover such as trees, bushes, and grass helps protect the soil, reducing soil erosion.\n\n4. Contour farming: Planting crops perpendicular or at an angle to slopes help slow down water and reduce soil erosion.\n\n5. Terracing: Terracing is a method of creating leveled areas on steep slopes to prevent rainwater runoff and soil erosion.\n\n6. Proper irrigation: Irrigation should be done in a way that water does not run off the fields, causing soil erosion.\n\nIn conclusion, implementing these land management practices can help reduce or prevent soil erosion, protecting the soil and maintaining healthy and productive farmland."  },  {    "from": "human",    "value": "I had no idea that tillage erosion was a thing. I'll make sure to keep these practices in mind to prevent erosion on my own property."  },  {    "from": "gpt",    "value": "Proper land management practices are essential for protecting the soil and maintaining healthy and productive farmland. Implementing these practices not only helps prevent soil erosion but also improves soil quality and crop yields. You can always consult with a local agricultural extension office or talk to a soil expert to learn more about the best land management practices for your specific soil type and climate."  },  {    "from": "human",    "value": "I'm really glad to learn about these land management practices. I've been thinking about starting a small garden, and now I feel more confident that I can prevent erosion and maintain healthy soil."  },  {    "from": "gpt",    "value": "That's great to hear! Starting a garden is a wonderful way to connect with nature and grow your own food. By implementing proper land management practices, you can prevent soil erosion and maintain healthy soil, which is crucial for healthy and productive plants. Remember, healthy soil is the foundation of a healthy garden. So, it is essential to take care of your soil and understand the importance of proper land management practices. Good luck with your garden!"  },  {    "from": "human",    "value": "I'm excited to start my garden now! Do you have any tips for choosing the right plants for my soil type and climate?"  },  {    "from": "gpt",    "value": "Yes, choosing the right plants for your soil type and climate is essential for a successful garden. Here are some tips for selecting plants:\n\n1. Soil type: Test your soil to determine its pH level and nutrient content, which will help you choose plants that are best suited to your soil. Certain plants prefer alkaline soil while others prefer acidic soil. For example, if your soil is alkaline, you can consider growing vegetables such as broccoli, cauliflower, and spinach, which do well in alkaline soil.\n\n2. Climate: Choose plants that are adapted to your climate. Pay attention to the length of your growing season, the average temperatures, and the amount of sunlight in your area. For example, if you live in a hot and dry climate, you can consider growing drought-resistant plants such as cacti or succulents.\n\n3. Water availability: Choose plants depending on the amount of water that you have available. If you live in an area with limited water supply, then you might consider planting drought-tolerant varieties like lavender, sage, or rosemary.\n\n4. Companion planting: Consider companion planting to improve soil fertility, deter pests, and improve yields. For example, planting beans and peas with corn can help the corn to grow better by fixing nitrogen in the soil.\n\n5. Gardening goals: Consider what you want to achieve with your garden. If you want to grow primarily for food, then you might consider planting more vegetables, fruits or herbs. If you want to create an ornamental garden that is visual appealing, then you might focus on planting flowers, shrubs and trees.\n\nRemember, choosing the right plants for your soil type and climate is essential for the success of your garden. By doing so you can ensure that your garden will thrive and produce a healthy crop."  },  {    "from": "human",    "value": "I think I have a better idea of what plants to choose now. Do you have any recommendations for beginner-friendly plants that can help prevent soil erosion?"  }]
                 Example 2: Creative Writing & Story Expansion
                 This example illustrates the assistant's creative writing capabilities. The user provides a detailed prompt to generate a story, and in subsequent turns, asks the assistant to expand on specific elements (relationships, community impact), demonstrating the model's ability to retain context and iteratively build upon a narrative.

                 [  {    "from": "human",    "value": "Write a fictional short story, between 1000-1500 words, about a young protagonist who discovers that their town is under threat from an unknown force. In your story, explore the protagonist's thought process and emotions as they attempt to uncover the source of the danger and come up with a plan to save their town. Write in a style that engages the reader and evokes a sense of urgency and suspense. Consider including descriptions of the protagonist's relationships with their fellow townspeople and the impact that the danger has on the community as a whole."  },  {    "from": "gpt",    "value": "Once upon a time, in a small town nestled in the mountains, there lived a young girl named Lily. She was quiet and observant, always noticing the smallest details about her surroundings. One day, while walking home from school, she noticed something was off about her town. The streets were empty, the houses were dark, and the atmosphere was heavy with a sense of impending doom.\n\nLily's heart raced as she wondered what could be happening in her town, and why nobody else seemed to notice. She tried to shake the feeling off, but something deep inside told her that she needed to investigate. As she walked further into the town square, she spotted something that chilled her to the bone.\n\nA dark cloud was forming above the town, and it seemed to be drawing in everything in its path. People were being whisked away, cars were flying through the air, and the more Lily looked, the more she realized that the situation was dire.\n\nPanicking, Lily ran back to her house and called her parents, but the phone line was down. She tried her best to contact her friends, but their numbers were busy or not in service at all. The sense of isolation and vulnerability made her feel as if she was the only one left in the town.\n\nWith nowhere else to turn, Lily went to the only person she knew could help her: her next-door neighbor, Mr. Johnson. Despite being an elderly man, he was well-versed in the history of the town and had a wealth of knowledge that could come in handy.\n\nLily bustled into Mr. Johnson's home, panting and out of breath, and pleaded for his help. To her surprise, he had known about the danger lurking in the town for months. Mr. Johnson had been observing the mysteries and anomalies of the town, and when Lily appeared so concerned, he knew it was time to take action.\n\nHe explained to Lily that there were a few different theories as to what was causing the danger in their town. One theory was that the town was being haunted by an ancient spirit, while another suggested that it could be due to human intervention.\n\nTogether, Mr. Johnson and Lily set off to investigate. They walked down the empty streets, taking note of anything and everything that looked out of place. They tried knocking on doors to see if anyone was still in their homes, but nobody answered.\n\nAs they walked further, Lily noticed that something was happening to Mr. Johnson. He was breathing heavily and clutching his chest, and his face turned pale. Lily was scared, but also determined. She knew that they needed to keep going and solve the mystery before it was too late.\n\nAfter walking for what felt like hours, they came across an abandoned warehouse on the outskirts of town. The building was empty, but as Lily looked up, she saw that same black cloud creeping towards them.\n\nWithout hesitation, Mr. Johnson started running, and Lily followed. As they ran, Lily saw that the cloud was closing in on them quickly, and there was no escaping it. Mr. Johnson looked back as he realized that they weren't running fast enough, and he knew what he had to do.\n\n\"Go, Lily! Go and save the town!\" he yelled as he slowed down and was gradually engulfed by the cloud.\n\nLily couldn't believe what was happening. She was losing her companion, and she didn't know how to save him or the town. But in that moment of overwhelming fear, she found her strength. She knew that she was the only one who could save her town, and so she continued running, with tears streaming down her face.\n\nLily ran until she reached the spot where the dark cloud had originated, revealing a group of people huddled around an unconscious man. She recognized them as one of the wealthiest and most influential families in the town. They had complete control over everything and everyone, and Lily knew that they must be responsible for the dangers that had taken hold of the town.\n\nLily confronted the group of people, and with all the courage she could muster, she demanded that they put an end to whatever they were doing. To her surprise, they listened. They saw the pain and fear in her eyes, and they knew that they had gone too far.\n\nTogether, they dismantled their operation and set everything back to the way it was before. The dark cloud dissipated, and the town was restored to its peaceful state. Lily had saved her town and all its people, and although sad at the loss of her dear neighbor, she knew he would have been proud of her for her bravery and determination.\n\nAs the town slowly began to recover from the events, Lily noticed something new and different in the air. It was hope. People were coming out of their homes, chatting with each other, and smiling again. For Lily, there was a newfound appreciation for the people and the place that she called home. She knew she was safe and that things were going to be okay from then on."  },  {    "from": "human",    "value": "Wow, that was a really engaging story! Can you add more descriptions about Lily's relationship with her friends and how they were affected by the danger in the town?"  },  {    "from": "gpt",    "value": "Certainly! As Lily went about investigating the danger in her town, she was constantly worried about the safety of her friends. She had a close group of friends, who were like family to her, and she knew that they would be equally devastated by the strange events taking place.\n\nLily's best friend, Ava, was particularly affected. She lived on the far side of the town and had been one of the first to be hit by the dark cloud. When Lily tried to call her, the phone line was dead, and Lily couldn't stop worrying about her. She couldn't imagine what Ava was going through on her own, and the fear of losing her friend was almost too much for Lily to bear.\n\nAnother close friend of Lily's was James. He was always cheerful and full of energy, but the strange events in the town seemed to be taking a toll on him. He distanced himself from Lily and seemed to be lost in thought most of the time. Lily couldn't help but feel a sense of loneliness without her friends by her side.\n\nAs Lily continued her investigation, she found that many of her classmates had also been affected by the danger in the town. They were scared and confused, and Lily wanted to help them in any way she could. She knew that they needed to band together to solve the mystery and protect their town.\n\nAs the danger continued to escalate, Lily's friends started to come together. They would meet up after school to share what they had discovered, and brainstorm ideas for how they could help their town. They were a tight-knit group, and even though they were young, they knew that they could make a difference.\n\nWhen Lily finally triumphed over the danger, she knew she couldn't have done it without her friends. They were her strength when she needed it most, and she was grateful for their support. As the town slowly returned to normal, Lily and her friends were closer than ever. They realized that the town was more than just a place to live – it was their home, and they would always look out for each other."  },  {    "from": "human",    "value": "That was a great addition to the story! Can you tell me more about what Lily's classmates were doing to help during the town's crisis?"  },  {    "from": "gpt",    "value": "Certainly! As the danger in the town continued to escalate, Lily's classmates were also becoming increasingly concerned. They knew that something was wrong, and they wanted to help their families and friends stay safe.\n\nOne of Lily's classmates, Jake, took it upon himself to investigate the abandoned buildings around town. He wasn't scared of the danger, and he was determined to find out what was going on. He would often come to school with cuts and bruises, but he never gave up.\n\nAnother classmate, Sarah, helped by gathering information. She would talk to the adults in her life, asking them to share any knowledge they had about what was happening. She would then bring all of her information to Lily, who would use it to help solve the mystery.\n\nLily's classmate, Emily, was particularly good at finding patterns. She would study maps of the town and try to find any connections between the areas where the danger seemed to be the strongest. Her analytical mind proved to be incredibly helpful when trying to uncover the source of the danger.\n\nFinally, Lily's classmate, Thomas, was a talented artist. He used his skills to create posters and flyers, warning people about the danger and urging them to stay safe. His posters were plastered all over town, and people began to take notice.\n\nTogether, Lily and her classmates worked tirelessly to uncover the mystery of the danger in their town. They shared information, helped each other investigate, and offered support at every turn. It was a difficult and scary time, but they knew that they were stronger together.\n\nAs Lily and her friends continued to help, they sparked a sense of community in the town. People started to come together to talk about what they were experiencing, and to share their ideas for how they could help. The once-divided town became united in the face of danger, and they were all the stronger for it.\n\nWhen the danger finally dissipated, Lily knew that it was because of the efforts of everyone in the town. It was a victory born of strength, determination, and community. And as the town slowly returned to normal, Lily and her classmates knew that they had played an important role in saving their home."  },  {    "from": "human",    "value": "This story was great! I really enjoyed reading about how Lily and her classmates worked together to solve the mystery, but could you add more details about the aftermath and how the community was impacted by their efforts?"  }]
                 Example 3: Document Q&A and Information Extraction
                 ere, the user provides a block of text about Jack Ma and asks a specific question. The assistant extracts the relevant information. The user then follows up with general questions about the topic that require the assistant to draw on its internal knowledge base, showing a seamless transition from context-based QA to open-domain conversational QA.

                  [  {    "from": "human",    "value": "Will Jack Ma’s Retirement Be a Billion-Dollar Silent Memoir?\nHome/ Electronics Article/Will Jack Ma’s Retirement Be a Silent Memoir in a Wobbling Startup Era?\nAlibaba’s co-founder and executive chairman, Jack Ma, shared his retirement plans to continue his philanthropy in education. Jack Ma, a business magnate who created an e-commerce business empire of $420 billion internet company.\nMa was an English teacher before starting Alibaba in 1999, Mr. Ma started Alibaba in 1999 and built it into one of the world’s most consequential e-commerce and digital payments companies, transforming how Chinese people shop and pay for things.\nAs he prepares to leave the company, Ma is among China’s super-rich. His net worth was estimated at $36.6 billion by Forbes. Ma will turn 54 years old on Monday, the day he is retiring.\nHe gave up his university teaching job after discovering the internet. Seeing an opportunity for small businesses to buy and sell their goods online, he started Alibaba, initially running the company out of his apartment in the eastern city of Hangzhou. What was Jack Ma's motivation for starting Alibaba, and where did he begin his entrepreneurial journey?"  },  {    "from": "gpt",    "value": "Jack Ma's motivation for starting Alibaba was to help small businesses in China to sell their products online. He began his entrepreneurial journey in the early 1990s, starting several businesses that eventually led to the creation of Alibaba in 1999. Ma's background in English teaching and his early experiences with the internet inspired him to create a platform that could connect small businesses with consumers in a new and innovative way. Through hard work, determination, and a willingness to take risks, Jack Ma built Alibaba into a global e-commerce giant, transforming the way people shop and do business in China and around the world."  },  {    "from": "human",    "value": "Can you provide more details about Jack Ma's philanthropic plans for education?"  },  {    "from": "gpt",    "value": "Sure! Jack Ma has long been a champion for education, and he has said that his retirement from Alibaba will allow him to devote more time and resources to philanthropy. Specifically, he has said that he plans to focus on education initiatives in China, particularly in rural areas where access to quality education can be limited. \n\nMa has already established the Jack Ma Foundation, which is dedicated to promoting education, environmental protection, and public health. Through the foundation, Ma has donated millions of dollars to education initiatives in China and around the world. He has also set up a number of schools and universities in China, including the Jack Ma School of Business at Hangzhou Normal University and the Ma Yun Entrepreneurship Fund, which supports entrepreneurship education and training programs.\n\nIn his retirement announcement, Ma said that he plans to devote more time to teaching and mentoring young entrepreneurs through the Jack Ma Foundation. He has also spoken about his interest in developing educational programs that focus on practical skills, such as agriculture and vocational training, to help bridge the skills gap in China's workforce."  },  {    "from": "human",    "value": "That's impressive. Can you give me some specific examples of education initiatives that Jack Ma has supported through his foundation?"  },  {    "from": "gpt",    "value": "Yes, certainly! Here are some specific education initiatives that the Jack Ma Foundation has supported:\n\n1. Rural Teacher Training Program: In 2016, the foundation launched a program to provide training and support to teachers in rural areas of China. The program aims to improve the quality of education in these areas by helping teachers develop better teaching methods and providing them with access to resources and technology.\n\n2. African Entrepreneurs Program: The foundation has also launched several initiatives to support entrepreneurship and business education in Africa. For example, it has sponsored the Africa Netpreneur Prize, a competition that awards funding and mentorship to African entrepreneurs.\n\n3. University Scholarships: The foundation has provided scholarships to students at several universities in China, including Tsinghua University and Peking University. These scholarships are designed to support students from low-income backgrounds and help them access higher education.\n\n4. Rural Education Development Program: In partnership with the Chinese government, the foundation has also launched a program to support the development of education in rural areas of China. This initiative focuses on improving school infrastructure, providing teacher training and support, and promoting access to technology and resources.\n\nThese are just a few examples of the education initiatives that the Jack Ma Foundation has supported. Through his foundation, Jack Ma has been a strong advocate for education and has worked to promote access to quality education for people in China and around the world."  },  {    "from": "human",    "value": "That's amazing. Can you tell me more about the Ma Yun Entrepreneurship Fund and how it supports entrepreneurship education?"  }]
                  Example 4: Roleplay & Instruction Formatting
                  This conversation highlights the model's ability to adopt a specific persona (a nutrition instructor) to generate structured assignment prompts. The user then interacts with the generated output, asking the assistant to expand the assignment criteria, demonstrating flexible instruction following and formatting.

                  [  {    "from": "human",    "value": "Imagine you are creating an assignment for a nutrition class. Provide a detailed question or instruction for the students to complete the task of creating a dialogue between a nutritionist and someone with gluten sensitivities discussing dietary options. The detailed question/instruction should specify the length of the dialogue, the required components of the dialogue, and any other relevant instructions."  },  {    "from": "gpt",    "value": "Create a dialogue between a nutritionist and someone with gluten sensitivities discussing dietary options. The dialogue should be at least 500 words in length and must include a discussion on potential sources of gluten, alternative options for gluten-free grains, and recommendations for maintaining a balanced diet while avoiding gluten. Additionally, the dialogue must address the importance of reading labels and being proactive about asking for gluten-free options when eating out. Be sure to provide specific examples and suggestions for meals and snacks that are both gluten-free and nutritious. Your dialogue should demonstrate a thorough understanding of the nutritional needs of someone with gluten sensitivities, as well as the challenges they may face in maintaining a gluten-free diet. Use appropriate scientific terminology and cite any sources you reference."  },  {    "from": "human",    "value": "Could you add some information on the potential health risks of gluten for people with gluten sensitivities? Also, it would be great if you could provide some sample gluten-free meal plans for someone trying to maintain a balanced diet without gluten."  }]

✨ Features JSONL format: Easy to parse and load using standard data processing libraries. Multi-turn conversations: Realistic back-and-forth dialogue structure. Human ↔ Assistant dialogue: Standard chat format suitable for SFT. Instruction-following examples: Models learn to follow complex, multi-step instructions. Diverse Topics: General knowledge, creative writing, logical reasoning, coding, mathematics, education, and more. Ready for SFT: Pre-formatted for immediate use in supervised fine-tuning pipelines. 🛠️ Intended Use Telly Oasis 1 is suitable for:

Supervised Fine-Tuning (SFT) Chat model training Conversational AI research Local LLM projects Instruction tuning Educational experiments Benchmarking conversational models 🔗 Compatibility The dataset can be converted easily for many popular training frameworks, including:

GLM Qwen Llama Gemma Mistral DeepSeek OpenAI-style chat formats Note: Some frameworks may require conversion from the from/value schema into their preferred conversation format (e.g., ChatML, Llama-2 chat template).

📚 Data Sources Telly Oasis 1 is created by combining and processing publicly available instruction datasets and conversational datasets. Credit belongs to the original dataset authors and maintainers.

Users should review the licenses of the original datasets before using this dataset for commercial purposes.

⚠️ Quality & Limitations The conversations have been formatted to provide consistent multi-turn dialogue suitable for instruction tuning. However, because the dataset is compiled from multiple public sources, it may still contain:

Incorrect information Hallucinated responses Biased content Outdated facts Formatting inconsistencies Users are encouraged to perform additional filtering based on their specific use case. This dataset is intended for research and model development. It does not guarantee factual correctness, safety, or completeness. Models trained on this dataset should undergo further evaluation and alignment before deployment.

                                        ⚠This DataSet is a COMBINATION of multiple datasets.⚠ 

📄 Citation If you use Telly Oasis 1 in your research or projects, please cite the dataset and acknowledge both Telly Oasis and the original dataset creators whose work contributed to this collection.

👤 Creator Dataset: Telly Oasis 1 Developer: Ahmad Asif Khan Online Name: trytellypls Youtube Channel: https://youtube.com/@Trytellypls

About Telly Oasis: Telly Oasis is an open-source LLM project developed by Ahmad Asif Khan (trytellypls). The goal of the project is to build high-quality, openly available language models and datasets for research, education, and local AI development.

💖Thank's for Downloading and YOUR Support!

📜 License This dataset inherits the licensing terms of the original source datasets where applicable. Users are responsible for ensuring compliance with those licenses before redistribution or commercial use.