Hugging Face's logo

Datasets:
AtomicChat
/
calib-corpora

Tasks:
Text Generation
Modalities:
Tabular
Text
Formats:
json
Languages:
English
Chinese
Russian
Size:
1K - 10K
Tags:
imatrix
quantization
calibration
gguf
deepseek-v4
three.js
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
calib-corpora
File size: 3,555 Bytes
bf3d2af
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "calib_train": {
    "docs": 1087,
    "tokens": 1868626,
    "coverage": {
      "ge1": 112574,
      "ge1_pct": 87.07766089108911,
      "ge10": 12522,
      "ge10_pct": 9.685952970297029,
      "ge100": 2407,
      "ge100_pct": 1.8618502475247525,
      "vocab_size": 129280
    },
    "percentiles": {
      "50": 708,
      "90": 4335,
      "99": 12251
    },
    "domains": {
      "graphics": {
        "docs": 409,
        "tokens": 593623,
        "pct": 31.767887206963835
      },
      "agentic": {
        "docs": 60,
        "tokens": 257837,
        "pct": 13.798213232610484
      },
      "code": {
        "docs": 222,
        "tokens": 238365,
        "pct": 12.756164154838903
      },
      "longctx": {
        "docs": 18,
        "tokens": 268568,
        "pct": 14.372485451877475
      },
      "reasoning": {
        "docs": 174,
        "tokens": 108411,
        "pct": 5.801642490257548
      },
      "general": {
        "docs": 31,
        "tokens": 167355,
        "pct": 8.956045779091161
      },
      "structured": {
        "docs": 108,
        "tokens": 80262,
        "pct": 4.295241530407904
      },
      "vocab_sweep": {
        "docs": 65,
        "tokens": 154205,
        "pct": 8.25232015395269
      }
    }
  },
  "calib_heldout": {
    "docs": 104,
    "tokens": 141800,
    "coverage": {
      "ge1": 23139,
      "ge1_pct": 17.89836014851485,
      "ge10": 1896,
      "ge10_pct": 1.4665841584158417,
      "ge100": 155,
      "ge100_pct": 0.11989480198019802,
      "vocab_size": 129280
    },
    "percentiles": {
      "50": 689,
      "90": 2523,
      "99": 7959
    },
    "domains": {
      "graphics": {
        "docs": 39,
        "tokens": 37687,
        "pct": 26.577574047954865
      },
      "agentic": {
        "docs": 3,
        "tokens": 12175,
        "pct": 8.586036671368124
      },
      "code": {
        "docs": 21,
        "tokens": 31733,
        "pct": 22.3787023977433
      },
      "reasoning": {
        "docs": 15,
        "tokens": 9271,
        "pct": 6.538081805359662
      },
      "general": {
        "docs": 5,
        "tokens": 12690,
        "pct": 8.94922425952045
      },
      "structured": {
        "docs": 10,
        "tokens": 11867,
        "pct": 8.3688293370945
      },
      "vocab_sweep": {
        "docs": 11,
        "tokens": 26377,
        "pct": 18.6015514809591
      }
    }
  },
  "eval_neutral": {
    "docs": 66,
    "tokens": 189407,
    "coverage": {
      "ge1": 21748,
      "ge1_pct": 16.82240099009901,
      "ge10": 3039,
      "ge10_pct": 2.350711633663366,
      "ge100": 261,
      "ge100_pct": 0.20188737623762376,
      "vocab_size": 129280
    },
    "percentiles": {
      "50": 966,
      "90": 6830,
      "99": 17503
    },
    "domains": {
      "eval_code": {
        "docs": 34,
        "tokens": 92016,
        "pct": 48.58109784749244
      },
      "structured": {
        "docs": 4,
        "tokens": 3653,
        "pct": 1.9286510002270243
      },
      "general": {
        "docs": 28,
        "tokens": 93738,
        "pct": 49.490251152280536
      }
    }
  },
  "meta": {
    "model": "deepseek-ai/DeepSeek-V4-Flash-0731",
    "revision": "9e165c30e2704aec5d9d593cce3eebd58bbef1cb",
    "vocab_size": 129280,
    "dedup": {
      "exact": 59,
      "near": 565,
      "threshold": 0.8,
      "num_perm": 121,
      "shingle_k": 5,
      "rate_pct": 5.088892513456206,
      "candidates": 12262
    },
    "contamination": {
      "patterns": 17,
      "scanned": 12330,
      "removed": 1
    }
  }
}