File size: 5,609 Bytes
b8ae69b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
479d456
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b8ae69b
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
{
  "@context": {
    "@language": "en",
    "@vocab": "https://schema.org/",
    "arrayShape": "cr:arrayShape",
    "citeAs": "cr:citeAs",
    "column": "cr:column",
    "conformsTo": "dct:conformsTo",
    "containedIn": "cr:containedIn",
    "cr": "http://mlcommons.org/croissant/",
    "data": {
      "@id": "cr:data",
      "@type": "@json"
    },
    "dataBiases": "cr:dataBiases",
    "dataCollection": "cr:dataCollection",
    "dataType": {
      "@id": "cr:dataType",
      "@type": "@vocab"
    },
    "dct": "http://purl.org/dc/terms/",
    "extract": "cr:extract",
    "field": "cr:field",
    "fileProperty": "cr:fileProperty",
    "fileObject": "cr:fileObject",
    "fileSet": "cr:fileSet",
    "format": "cr:format",
    "includes": "cr:includes",
    "isArray": "cr:isArray",
    "isLiveDataset": "cr:isLiveDataset",
    "jsonPath": "cr:jsonPath",
    "key": "cr:key",
    "md5": "cr:md5",
    "parentField": "cr:parentField",
    "path": "cr:path",
    "personalSensitiveInformation": "cr:personalSensitiveInformation",
    "recordSet": "cr:recordSet",
    "references": "cr:references",
    "regex": "cr:regex",
    "repeated": "cr:repeated",
    "replace": "cr:replace",
    "sc": "https://schema.org/",
    "separator": "cr:separator",
    "source": "cr:source",
    "subField": "cr:subField",
    "transform": "cr:transform",
    "rai": "http://mlcommons.org/croissant/RAI/",
    "prov": "http://www.w3.org/ns/prov#"
  },
  "@type": "sc:Dataset",
  "distribution": [
    {
      "@type": "cr:FileObject",
      "@id": "repo",
      "name": "repo",
      "description": "The Hugging Face git repository.",
      "contentUrl": "https://huggingface.co/datasets/HenryZhang/VLAReplica_SFT_data/tree/refs%2Fconvert%2Fparquet",
      "encodingFormat": "git+https",
      "sha256": "https://github.com/mlcommons/croissant/issues/80"
    },
    {
      "@type": "cr:FileSet",
      "@id": "parquet-files-for-config-default",
      "containedIn": {
        "@id": "repo"
      },
      "encodingFormat": "application/x-parquet",
      "includes": "default/*/*.parquet"
    }
  ],
  "recordSet": [
    {
      "@type": "cr:RecordSet",
      "dataType": "cr:Split",
      "key": {
        "@id": "default_splits/split_name"
      },
      "@id": "default_splits",
      "name": "default_splits",
      "description": "Splits for the default config.",
      "field": [
        {
          "@type": "cr:Field",
          "@id": "default_splits/split_name",
          "dataType": "sc:Text"
        }
      ],
      "data": [
        {
          "default_splits/split_name": "train"
        }
      ]
    },
    {
      "@type": "cr:RecordSet",
      "@id": "default",
      "description": "HenryZhang/VLAReplica_SFT_data - 'default' subset",
      "field": [
        {
          "@type": "cr:Field",
          "@id": "default/split",
          "dataType": "sc:Text",
          "source": {
            "fileSet": {
              "@id": "parquet-files-for-config-default"
            },
            "extract": {
              "fileProperty": "fullpath"
            },
            "transform": {
              "regex": "default/(?:partial-)?(train)/.+parquet$"
            }
          },
          "references": {
            "field": {
              "@id": "default_splits/split_name"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "default/video",
          "dataType": "sc:VideoObject",
          "source": {
            "fileSet": {
              "@id": "parquet-files-for-config-default"
            },
            "extract": {
              "column": "video"
            }
          }
        }
      ]
    }
  ],
  "conformsTo": "http://mlcommons.org/croissant/1.1",
  "name": "VLAReplica_SFT_data",
  "description": "HenryZhang/VLAReplica_SFT_data dataset hosted on Hugging Face and contributed by the HF Datasets community",
  "alternateName": [
    "HenryZhang/VLAReplica_SFT_data"
  ],
  "creator": {
    "@type": "Person",
    "name": "Jiahui Zhang",
    "url": "https://huggingface.co/HenryZhang"
  },
  "keywords": [
    "English",
    "cc-by-4.0",
    "< 1K",
    "Video",
    "Datasets",
    "Croissant",
    "🇺🇸 Region: US"
  ],
  "license": "https://choosealicense.com/licenses/cc-by-4.0/",
  "url": "https://huggingface.co/datasets/HenryZhang/VLAReplica_SFT_data",
  "rai:hasSyntheticData": false,
  "rai:dataLimitations": "This dataset is collected for VLA-Replica tabletop manipulation environment using a SO-101 robot arm. This data maybe cannot use for mobile manipulation tasks.",
  "rai:dataBiases": "This dataset does not involve human subjects or demographic groups, so we don't think demographic bias to be a primary concern.",
  "rai:personalSensitiveInformation": "This dataset does not contain personal or sensitive information.",
  "rai:dataUseCases": "This dataset is used to train or finetune imitation learning or Vlsion-Language-Models. We want to use this data to see if the policy can quickly adapt to the target environments and tasks.",
  "rai:dataSocialImpact": "This dataset may have a positive social impact by attracting more attention on robot learning, and make researchers focus on robot policy evaluation.",
  "prov:wasDerivedFrom": [
    {
      "@id": "https://huggingface.co/datasets/HenryZhang/VLAReplica_SFT_data",
      "prov:label": "VLAReplica_SFT_data",
      "sc:license": "cc-by-4.0"
    }
  ],
  "prov:wasGeneratedBy": [
    {
      "@type": "prov:Activity",
      "prov:type": {
        "@id": "https://www.wikidata.org/wiki/Q4929239"
      },
      "prov:label": "Teleoperation"
    }
  ]
}