benayas/massive_llm_v3

---
dataset_info:
features:
- name: id
dtype: string
- name: locale
dtype: string
- name: partition
dtype: string
- name: scenario
dtype:
class_label:
names:
'0': social
'1': transport
'2': calendar
'3': play
'4': news
'5': datetime
'6': recommendation
'7': email
'8': iot
'9': general
'10': audio
'11': lists
'12': qa
'13': cooking
'14': takeaway
'15': music
'16': alarm
'17': weather
- name: intent
dtype:
class_label:
names:
'0': datetime_query
'1': iot_hue_lightchange
'2': transport_ticket
'3': takeaway_query
'4': qa_stock
'5': general_greet
'6': recommendation_events
'7': music_dislikeness
'8': iot_wemo_off
'9': cooking_recipe
'10': qa_currency
'11': transport_traffic
'12': general_quirky
'13': weather_query
'14': audio_volume_up
'15': email_addcontact
'16': takeaway_order
'17': email_querycontact
'18': iot_hue_lightup
'19': recommendation_locations
'20': play_audiobook
'21': lists_createoradd
'22': news_query
'23': alarm_query
'24': iot_wemo_on
'25': general_joke
'26': qa_definition
'27': social_query
'28': music_settings
'29': audio_volume_other
'30': calendar_remove
'31': iot_hue_lightdim
'32': calendar_query
'33': email_sendemail
'34': iot_cleaning
'35': audio_volume_down
'36': play_radio
'37': cooking_query
'38': datetime_convert
'39': qa_maths
'40': iot_hue_lightoff
'41': iot_hue_lighton
'42': transport_query
'43': music_likeness
'44': email_query
'45': play_music
'46': audio_volume_mute
'47': social_post
'48': alarm_set
'49': qa_factoid
'50': calendar_set
'51': play_game
'52': alarm_remove
'53': lists_remove
'54': transport_taxi
'55': recommendation_movies
'56': iot_coffee
'57': music_query
'58': play_podcasts
'59': lists_query
- name: utt
dtype: string
- name: annot_utt
dtype: string
- name: worker_id
dtype: string
- name: slot_method
sequence:
- name: slot
dtype: string
- name: method
dtype: string
- name: judgments
sequence:
- name: worker_id
dtype: string
- name: intent_score
dtype: int8
- name: slots_score
dtype: int8
- name: grammar_score
dtype: int8
- name: spelling_score
dtype: int8
- name: language_identification
dtype: string
- name: category
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 17839343
num_examples: 11514
- name: validation
num_bytes: 3144099
num_examples: 2033
- name: test
num_bytes: 4598528
num_examples: 2974
download_size: 2975271
dataset_size: 25581970
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---

原始信息汇总

数据集概述

数据集特征

• id: 字符串类型
• locale: 字符串类型
• partition: 字符串类型
• scenario: 分类标签类型，包含以下类别：
  • 0: social
  • 1: transport
  • 2: calendar
  • 3: play
  • 4: news
  • 5: datetime
  • 6: recommendation
  • 7: email
  • 8: iot
  • 9: general
  • 10: audio
  • 11: lists
  • 12: qa
  • 13: cooking
  • 14: takeaway
  • 15: music
  • 16: alarm
  • 17: weather
• intent: 分类标签类型，包含以下类别：
  • 0: datetime_query
  • 1: iot_hue_lightchange
  • 2: transport_ticket
  • 3: takeaway_query
  • 4: qa_stock
  • 5: general_greet
  • 6: recommendation_events
  • 7: music_dislikeness
  • 8: iot_wemo_off
  • 9: cooking_recipe
  • 10: qa_currency
  • 11: transport_traffic
  • 12: general_quirky
  • 13: weather_query
  • 14: audio_volume_up
  • 15: email_addcontact
  • 16: takeaway_order
  • 17: email_querycontact
  • 18: iot_hue_lightup
  • 19: recommendation_locations
  • 20: play_audiobook
  • 21: lists_createoradd
  • 22: news_query
  • 23: alarm_query
  • 24: iot_wemo_on
  • 25: general_joke
  • 26: qa_definition
  • 27: social_query
  • 28: music_settings
  • 29: audio_volume_other
  • 30: calendar_remove
  • 31: iot_hue_lightdim
  • 32: calendar_query
  • 33: email_sendemail
  • 34: iot_cleaning
  • 35: audio_volume_down
  • 36: play_radio
  • 37: cooking_query
  • 38: datetime_convert
  • 39: qa_maths
  • 40: iot_hue_lightoff
  • 41: iot_hue_lighton
  • 42: transport_query
  • 43: music_likeness
  • 44: email_query
  • 45: play_music
  • 46: audio_volume_mute
  • 47: social_post
  • 48: alarm_set
  • 49: qa_factoid
  • 50: calendar_set
  • 51: play_game
  • 52: alarm_remove
  • 53: lists_remove
  • 54: transport_taxi
  • 55: recommendation_movies
  • 56: iot_coffee
  • 57: music_query
  • 58: play_podcasts
  • 59: lists_query
• utt: 字符串类型
• annot_utt: 字符串类型
• worker_id: 字符串类型
• slot_method: 序列类型，包含以下字段：
  • slot: 字符串类型
  • method: 字符串类型
• judgments: 序列类型，包含以下字段：
  • worker_id: 字符串类型
  • intent_score: 8位整数类型
  • slots_score: 8位整数类型
  • grammar_score: 8位整数类型
  • spelling_score: 8位整数类型
  • language_identification: 字符串类型
• category: 字符串类型
• text: 字符串类型

数据集分割

• train: 包含11514个样本，总字节数为17839343
• validation: 包含2033个样本，总字节数为3144099
• test: 包含2974个样本，总字节数为4598528

数据集大小

• 下载大小: 2975271字节
• 数据集总大小: 25581970字节

配置

• default: 包含以下数据文件路径：
  • train: data/train-*
  • validation: data/validation-*
  • test: data/test-*