datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cukurova_university_chatbot
Çukurova University Computer Engineering Chatbot Dataset
📊 Dataset Overview
This dataset contains 22,524 high-quality question-answer pairs specifically designed for training an AI chatbot that serves the Computer Engineering Department at Çukurova University. The dataset is part of the CengBot project, a sophisticated multilingual Telegram chatbot that provides automated assistance to students regarding courses, programs, and departmental information.
🔢… See the full description on the dataset page: https://huggingface.co/datasets/Naholav/cukurova_university_chatbot.chatbot-arena-llm-judges
Chatbot-Arena
https://www.kaggle.com/competitions/lmsys-chatbot-arena/data
Single-turn data: https://huggingface.co/datasets/potsawee/chatbot-arena-llm-judges
#examples = 49938
split: A_win = 17312 (34.67%), B_win = 16985 (34.01%), tie = 15641 (31.32%)
#2-way only examples = 34297 (68.68%)
This repository
train.single-turn.json: data extracted from the train file from LMSys on Kaggle
each example has attributes - id, model_[a, b], winne_model_[a, b, tie], question… See the full description on the dataset page: https://huggingface.co/datasets/potsawee/chatbot-arena-llm-judges.synthetic-persian-chatbot-summary-retrieval
Dataset Summary
Synthetic Persian Chatbot Summary Retrieval (SynPerChatbotSumSRetrieval) is a Persian (Farsi) dataset designed for the novel Summary Retrieval task, introduced as part of the FaMTEB (Farsi Massive Text Embedding Benchmark). This dataset was synthetically generated using the GPT-4o-mini Large Language Model and is derived from the Synthetic Persian Chatbot Dataset. The core task is to retrieve the correct, pre-generated summary that corresponds to a given user–chatbot… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-summary-retrieval.synthetic-persian-chatbot-rag-faq-retrieval
Dataset Summary
Synthetic Persian Chatbot RAG FAQ Retrieval (SynPerChatbotRAGFAQRetrieval) is a Persian (Farsi) dataset built for the Retrieval task in Retrieval-Augmented Generation (RAG)-based chatbot systems. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically generated using GPT-4o-mini. The dataset is designed to evaluate how well models retrieve relevant FAQ entries based on a user's message and prior conversation context.
Language(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-rag-faq-retrieval.NBRO-Chatbot-V1
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: National Building Research Organisation (NBRO)
Funded by : NBRO
Language(s) (NLP): English (en)
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
Dataset Sources [optional]
Repository: [More Information Needed]
Paper [optional]: [More… See the full description on the dataset page: https://huggingface.co/datasets/nimesh7814/NBRO-Chatbot-V1.synthetic-persian-chatbot-rag-summary-retrieval
Dataset Summary
Synthetic Persian Chatbot RAG Summary Retrieval (SynPerChatbotRAGSumSRetrieval) is a Persian (Farsi) dataset for the Summary Retrieval task, specifically built for Retrieval-Augmented Generation (RAG) systems. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using GPT-4o-mini and is derived from the Synthetic Persian Chatbot RAG Dataset. It evaluates the ability of models to match conversations—possibly… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-rag-summary-retrieval.Bitext-customer-support-llm-chatbot-training-dataset-spanish
Spanish Customer Support LLM Chatbot Training Dataset
Spanish-language adaptation of the Bitext Customer Support LLM Chatbot Training Dataset.
This dataset is intended for training and evaluating Spanish-language customer-support chatbots and instruction-following large language models.
Dataset Details
Dataset Description
This dataset is a Spanish translation and adaptation of the original Bitext Customer Support LLM Chatbot Training Dataset.
The… See the full description on the dataset page: https://huggingface.co/datasets/Faramir/Bitext-customer-support-llm-chatbot-training-dataset-spanish.turkish-law-chatbot
MindLaw için Hukuk Veri Seti
Bu veri seti, MindLaw modelinin eğitimi için oluşturulmuş olup, Türkçe hukuk alanına özgü metinlerden derlenmiştir. Veri seti, anayasanın sunduğu içeriklerden ve anayasayı açıklayan hukuki metinlerden oluşmaktadır. Ayrıca, bireylerin avukatlara sıkça yönlendirebilecekleri sorular formatında düzenlenmiş hukuki sorular ve cevapları da içermektedir.
Veri Seti İçeriği
Anayasa Metinleri: Türkiye Cumhuriyeti Anayasası'nın çeşitli maddeleri ve… See the full description on the dataset page: https://huggingface.co/datasets/Renicames/turkish-law-chatbot.synthetic-persian-chatbot-conversational-sentiment-analysis-anger
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Anger is a Persian (Farsi) dataset created for the Classification task, with a focus on detecting the emotion "anger" in chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using GPT-4o-mini and is derived from the broader Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s): Classification… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-anger.synthetic-persian-chatbot-topics-retrieval
Dataset Summary
Synthetic Persian Chatbot Topics Retrieval (SynPerChatbotTopicsRetrieval) is a Persian (Farsi) dataset for the Retrieval task, focused on chatbot topic identification. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically created using the GPT-4o-mini language model to simulate user queries and retrieve topic-relevant chatbot responses.
Language(s): Persian (Farsi)
Task(s): Retrieval (Chatbot Topic Retrieval)
Source:… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-topics-retrieval.synthetic-persian-chatbot-rag-faq-pair-classification
Dataset Summary
Synthetic Persian Chatbot RAG FAQ Pair Classification (SynPerChatbotRAGFAQPC) is a Persian (Farsi) dataset for the Pair Classification task, specifically designed for evaluating Retrieval-Augmented Generation (RAG) chatbot systems. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically generated using GPT-4o-mini.
The dataset measures a model’s ability to assess whether a given FAQ (question–answer pair) is relevant to a new user… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-rag-faq-pair-classification.synthetic-persian-chatbot-conversational-sentiment-analysis-fear
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Fear is a Persian (Farsi) dataset for the Classification task, focused on detecting the expression of "fear" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using GPT-4o-mini and is a subset of the Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s): Classification (Emotion… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-fear.Human-chatbotsynthetic-persian-chatbot-conversational-sentiment-analysis-happiness
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Happiness is a Persian (Farsi) dataset for the Classification task, specifically focused on detecting the emotion "happiness" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). This dataset was synthetically generated using GPT-4o-mini, and is a subset of the broader Synthetic Persian Chatbot Conversational Sentiment Analysis collection.
Language(s): Persian (Farsi)… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-happiness.synthetic-persian-chatbot-satisfaction-level-classification
Dataset Summary
Synthetic Persian Chatbot Satisfaction Level Classification (SynPerChatbotSatisfactionLevelClassification) is a Persian (Farsi) dataset designed for the Classification task, specifically to identify the user's satisfaction level in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using the GPT-4o-mini Large Language Model and derived from the Synthetic Persian Chatbot Dataset. Each… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-satisfaction-level-classification.synthetic-persian-chatbot-conversational-sentiment-analysis-sadness
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Sadness is a Persian (Farsi) dataset for the Classification task, focused on detecting the expression of "sadness" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). This dataset was synthetically generated using GPT-4o-mini and is a subset of the broader Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-sadness.synthetic-persian-chatbot-conversational-sentiment-analysis-friendship
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Friendship is a Persian (Farsi) dataset created for the Classification task, with a focus on detecting the emotion "friendship" in chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using GPT-4o-mini and is derived from the broader Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-friendship.baize_chatbot(https://github.com/project-baize/baize-chatbot/tree/main/data)
synthetic-persian-chatbot-conversational-sentiment-analysis-jealousy
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Jealousy is a Persian (Farsi) dataset for the Classification task, focused on detecting the expression of "jealousy" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). This dataset was synthetically generated using GPT-4o-mini and is a subset of the broader Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-jealousy.synthetic-persian-chatbot-conversational-sentiment-analysis-tone-chatbot-classification
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Chatbot Tone Classification(SynPerChatbotConvSAToneChatbotClassification) is a Persian (Farsi) dataset created for the Classification task. It focuses on identifying the chatbot’s conversational tone—formal, casual, or childish—in dialogue exchanges that include emotional content. This dataset is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically generated using GPT-4o-mini.
Language(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-tone-chatbot-classification.chatbot-turkish-dataset-sixfinger-2b
Chatbot Turkish Dataset - SixFinger 2B
Küçük ama çok kaliteli, Türkçe sohbet modelleri eğitmek için hazırlanmış temiz bir veri seti.
Temel Bilgiler
Toplam örnek: ~2.200 diyalog çifti
Ortalama uzunluk: ~500 token (instruction + output)
Toplam token: ~1.1 milyon Türkçe token
Dil: %100 Türkçe
Format: input + output
Temizlik: spam, İngilizce, tekrar, kısa/yararsız cevaplar tamamen çıkarıldı
Ne İşe Yarar?
Gemma-2B, Llama-3-8B, Mistral-7B, Qwen-1.5-1.8B… See the full description on the dataset page: https://huggingface.co/datasets/sixfingerdev/chatbot-turkish-dataset-sixfinger-2b.synthetic-persian-chatbot-conversational-sentiment-analysis-satisfaction
Dataset Summary
Synthetic Persian Chatbot Conversational Sentiment Analysis – Satisfaction is a Persian (Farsi) dataset developed for the Classification task, specifically focused on detecting the emotion of satisfaction in chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically generated using the GPT-4o-mini language model.
Language(s): Persian (Farsi)
Task(s): Classification (Emotion Detection – Satisfaction)
Source:… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-satisfaction.synthetic-persian-chatbot-conversational-sentiment-analysis-surprise
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Surprise is a Persian (Farsi) dataset for the Classification task, focused on detecting the expression of "surprise" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using GPT-4o-mini and is a subset of the Synthetic Persian Chatbot Conversational Sentiment Analysis dataset.
Language(s): Persian (Farsi)
Task(s): Classification… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-surprise.chatbot-conversational-sentiment-analysis-tone-user-classification
Dataset Summary
Synthetic Persian Chatbot Conversational SA – User Tone Classification(SynPerChatbotConvSAToneUserClassification) is a Persian (Farsi) dataset created for the Classification task. It focuses on identifying the user’s conversational tone—formal, casual, or childish—in emotionally rich chatbot interactions. This dataset is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically generated using GPT-4o-mini.
Language(s): Persian (Farsi)… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/chatbot-conversational-sentiment-analysis-tone-user-classification.synthetic-persian-chatbot-conversational-sentiment-analysis-love
Dataset Summary
Synthetic Persian Chatbot Conversational SA – Love is a Persian (Farsi) dataset for the Classification task, specifically focused on detecting the emotion "love" in user-chatbot conversations. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). This dataset was synthetically generated using GPT-4o-mini and is a subset of the broader Synthetic Persian Chatbot Conversational Sentiment Analysis collection.
Language(s): Persian (Farsi)
Task(s):… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-conversational-sentiment-analysis-love.Swallow-MX-chatbot-DPOChatbot Arena Conversationsの質問文から、aixsatoshi/Swallow-MX-8x7b-NVE-chatvector-Mixtral-instruct-v2を使用して応答文を作成しました
質問文は、以下のモデルのPrompt部分を使用しました
Chatbot Arena Conversations JA (calm2)
以下引用です。
指示文（prompt）はlmsys/chatbot_arena_conversationsのユーザ入力（CC-BY 4.0）を和訳したものです。これはChatbot Arenaを通して人間が作成した指示文であり、CC-BY 4.0で公開されているものです。複数ターンの対話の場合は最初のユーザ入力のみを使っています（そのため、このデータセットはすべて１ターンの対話のみになっております）。
和訳にはfacebookの翻訳モデル（MIT License）を使っています。
synthetic-persian-chatbot-rag-tone-chatbot-classification
Dataset Summary
Synthetic Persian Chatbot RAG Tone Chatbot Classification (SynPerChatbotRAGToneChatbotClassification) is a Persian (Farsi) dataset designed for the Classification task, specifically to identify the chatbot's tone in user-chatbot conversations within Retrieval-Augmented Generation (RAG) contexts. It is part of the FaMTEB (Farsi Massive Text Embedding Benchmark). The dataset was synthetically generated using the GPT-4o-mini Large Language Model and derived from the… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-rag-tone-chatbot-classification.synthetic-persian-chatbot-rag-topics-retrieval
Dataset Summary
Synthetic Persian Chatbot RAG Topics Retrieval (SynPerChatbotRAGTopicsRetrieval) is a Persian (Farsi) dataset for the Retrieval task, tailored for Retrieval-Augmented Generation (RAG) scenarios. It is a part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically created using GPT-4o-mini. This dataset simulates real-world RAG usage by pairing conversations (with varying history and tone) with the correct topic labels for retrieval evaluation.… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-rag-topics-retrieval.saas-chatbot-v4
SaaS Chatbot V4 Dataset
Multi-industry, multilingual conversational dataset for fine-tuning LLMs as SaaS AI chatbot agents with tool calling.
Stats
Metric
Value
Train
4,043
Test
450
Total messages
64,645
Avg msgs/conv
14.4
Think blocks
29,345 (21% empty)
Tool calls
15,215
Tool responses
15,387
Industries (8)
E-commerce (1,301), Travel (641), Services (504), Food (490), Beauty (478), Healthcare (404), Education (357), Real Estate… See the full description on the dataset page: https://huggingface.co/datasets/huutho13254/saas-chatbot-v4.synthetic-persian-chatbot-tone-user-classification
Dataset Summary
Synthetic Persian Chatbot Tone User Classification (SynPerChatbotToneUserClassification) is a Persian (Farsi) dataset built for the Classification task. It focuses on identifying the tone of user input in a chatbot conversation. This dataset is part of the FaMTEB (Farsi Massive Text Embedding Benchmark) and was synthetically created using the GPT-4o-mini language model.
Language(s): Persian (Farsi)
Task(s): Classification (Tone Detection)
Source: Synthetically… See the full description on the dataset page: https://huggingface.co/datasets/MCINext/synthetic-persian-chatbot-tone-user-classification.