datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
function_calling_extended
Trelis Function Calling Dataset
UPDATE: As of Dec 5th 2023, there is a v3 of this dataset now available from here.
Allows models to be fine-tuned for function-calling.
The dataset is human generated and does not make use of Llama 2 or OpenAI!
Contains 59 training and 17 test rows
Based on eight functions: search_bing, search_arxiv, save_chat, read_json_file, list_files, get_current_weather, delete_file, clear_chat
Access this dataset by purchasing a license HERE.
Alternatively… See the full description on the dataset page: https://huggingface.co/datasets/Trelis/function_calling_extended.function-calling-small
数据集内容说明:
包含700+个阿里云OpenAPI的信息;包括Dataworks,EMR，DataLake，Maxcompute，Hologram,实时计算Flink版，QuickBI,DTS等多个产品的公开Open API信息。
样例
{
"systemPrompt": 你是一个函数筛选助理，如果与问题相关的话,您可以使用下面的函数来获取更多数据以回答用户提出的问题:{"function": "UpdateTicketNum", "description": "对用于免登嵌入报表的指定的ticket进行更新票据数量操作。", "arguments": [{"name": "Ticket", "type": "string", "description": "三方嵌入的票据值，即URL中的accessTicket值。"}, {"name": "TicketNum", "type": "integer", "description": "票据数。\n- 取值范围：1~99998，建议值为1。"}]}{"function":… See the full description on the dataset page: https://huggingface.co/datasets/Deepexi/function-calling-small.glaive_function_calling_v1_standardizedalpaca_function_calling_dataset
AI 와 빅데이터 분석 전문 기업인 Linkbricks(www.linkbricks.com)의 데이터사이언티스트인 지윤성(Saxo) 박사가 만든 llm RAG를 위한 function calling 학습용 데이터셋으로 llam3 instruct format인 mzbac/function-calling-llama-3-format-v1.1 을 Alpaca Format으로 변경.
Changed the llam3 instruct format, mzbac/function-calling-llama-3-format-v1.1, to Alpaca Format as a dataset for learning function calling for the llm RAG, created by Dr. Ji Yun Sung(Saxo), a data scientist at Linkbricks (www.linkbricks.com), a company specializing in AI and big… See the full description on the dataset page: https://huggingface.co/datasets/Saxo/alpaca_function_calling_dataset.text_message_function_calling_open_chatThis is a small synthetic dataset to model a function call for text messaging someone from a cell phone. This has been tested with and used to finetune a set of smaller models and deployed directly on the pixel 8 pro and Fold 4 phones.
function_calling_v3_SAMPLE
Trelis Function Calling Dataset - VERSION 3 - SAMPLE
This is a SAMPLE of the v3 dataset available for purchase here.
Features:
Allows models to be fine-tuned for function-calling.
The dataset is human generated and does not make use of Llama 2 or OpenAI!
The dataset includes 66 training rows, 19 validation rows and 5 test rows (for manual evaluation).
Based on eight functions: search_bing, search_arxiv, save_chat, read_json_file, list_files, get_current_weather, delete_file… See the full description on the dataset page: https://huggingface.co/datasets/Trelis/function_calling_v3_SAMPLE.function-calling-sharegpt
Dataset Description: Conversation Template Collection
Overview
This dataset contains structured conversation templates following the ShareGPT format, designed for training and evaluating conversational AI models.
Data Structure
1. Conversation Format
Each conversation is structured as an array of message objects:
[
{
"role": "<role_type>",
"content": "<message_content>"
}
]
Where role_type can be:
system: System-level instructions
user:… See the full description on the dataset page: https://huggingface.co/datasets/nguyenthanhthuan/function-calling-sharegpt.openai-formate-function-calling-small
数据集内容说明:
包含700+个阿里云OpenAPI的信息;包括Dataworks,EMR，DataLake，Maxcompute，Hologram,实时计算Flink版，QuickBI,DTS等多个产品的公开Open API信息。
Functions信息与OpenAI functions calling 能力中，functions信息传入的格式保持一致
样例
{
"systemPrompt": 你是一个函数筛选助理，如果与问题相关的话,您可以使用下面的函数来获取更多数据以回答用户提出的问题:{""name"": ""UpdateTicketNum"", ""description"": ""对用于免登嵌入报表的指定的ticket进行更新票据数量操作。"", ""parameters"": {""type"": ""object"", ""properties"": [{""Ticket"": {""type"": ""string"", ""description"":… See the full description on the dataset page: https://huggingface.co/datasets/Deepexi/openai-formate-function-calling-small.Nemotron-RL-Agentic-Function-Calling-Pivot-v1-prompt-only
Nemotron-RL-Agentic-Function-Calling-Pivot-v1-prompt-only
Prompt-only extraction from nvidia/Nemotron-RL-Agentic-Function-Calling-Pivot-v1.
Files:
prompts.csv: one prompt extraction record per source row. Records include
prompt, separated system_prompt, and structured tools when the source row
defines available tools. Nested values are JSON-encoded inside CSV cells.
summary.md: source row counts, extracted row counts, count deltas, and failed prompt counts.… See the full description on the dataset page: https://huggingface.co/datasets/jamesdborin/Nemotron-RL-Agentic-Function-Calling-Pivot-v1-prompt-only.nexus-function-callingfunction_calling_hotel_readexplicit-function-calling-frenchturkish-mobile-function-calling-dataset
Turkish Mobile Function Calling Dataset
Türkçe
Bu veri seti, Türkçe mobil komutları function-calling / action-router formatına dönüştürmek için hazırlanmıştır. Özellikle Qwen 2.5, Qwen 3, FunctionGemma ve benzeri küçük text-only dil modellerinin fine-tuning çalışmalarında kullanılmak üzere tasarlanmıştır.
Amaç, kullanıcının doğal dilde verdiği mobil komutu aşağıdaki gibi tek satırlık JSON function-call çıktısına çevirmektir:
{"name":"set_alarm","arguments":{"time":"08:00"… See the full description on the dataset page: https://huggingface.co/datasets/BTX24/turkish-mobile-function-calling-dataset.function-calling-dataset-Hindi-englishatis_function_calling
Dataset Card for ATIS Function Calling
A synthetically generated, conversational, function-calling dataset in Llama-3 format, made for air-travel-based customer support.
Dataset Details
Dataset Description
Using the ATIS intent classification dataset, and by prompting GPT-3.5-turbo, we created this multi-turn conversational dataset.
The conversations are in the Llama-3 format, in which the assistant uses customer appropriate langauge.
The assistant also… See the full description on the dataset page: https://huggingface.co/datasets/ashu42/atis_function_calling.function_callinghermes-function-calling-v1drone_function_calling_datasethome-automation-function-callingfunction-calling-small-datasetfunction-calling-test-cyberfood_order_function_callingfunction-calling-small-openaifunctioncalling_coffedata