File size: 6,471 Bytes
c479ee3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
{
  "smol_magpie_ultra": {
    "source_id": "HuggingFaceTB/smoltalk",
    "config": "smol-magpie-ultra",
    "split": "train",
    "commit_sha": "5feaf2fd3ffca7c237fc38d1861bc30365d48ffa",
    "license": "Apache-2.0 / Open",
    "domain": "general_reasoning_conversation",
    "target_tokens": 18000000,
    "target_share": 0.18,
    "format_type": "messages",
    "raw_keys": [
      "messages",
      "category",
      "difficulty",
      "quality",
      "reward_model_score",
      "conversation_tokens"
    ],
    "sample_token_count": 1262,
    "verified": true
  },
  "magicoder_evol": {
    "source_id": "ise-uiuc/Magicoder-Evol-Instruct-110K",
    "config": null,
    "split": "train",
    "commit_sha": "b0079beaa0361d82412520b873715bee59cc7dd4",
    "license": "Apache-2.0",
    "domain": "programming_instructions",
    "target_tokens": 13000000,
    "target_share": 0.13,
    "format_type": "instruction_response",
    "raw_keys": [
      "instruction",
      "response"
    ],
    "sample_token_count": 363,
    "verified": true
  },
  "magicoder_oss": {
    "source_id": "ise-uiuc/Magicoder-OSS-Instruct-75K",
    "config": null,
    "split": "train",
    "commit_sha": "5f839b1f368a76b161028bb9edff055db34022b2",
    "license": "MIT",
    "domain": "code_generation",
    "target_tokens": 8000000,
    "target_share": 0.08,
    "format_type": "problem_solution",
    "raw_keys": [
      "lang",
      "raw_index",
      "index",
      "seed",
      "openai_fingerprint",
      "problem",
      "solution"
    ],
    "sample_token_count": 504,
    "verified": true
  },
  "openmathinstruct2": {
    "source_id": "nvidia/OpenMathInstruct-2",
    "config": "default",
    "split": "train_5M",
    "commit_sha": "469216e3f46f4dacf476b382e192485ea51a143e",
    "license": "CC-BY-4.0",
    "domain": "math_problem_solving",
    "target_tokens": 11000000,
    "target_share": 0.11,
    "format_type": "problem_generated_solution",
    "raw_keys": [
      "problem",
      "generated_solution",
      "expected_answer",
      "problem_source"
    ],
    "sample_token_count": 276,
    "verified": true
  },
  "numinamath_cot": {
    "source_id": "AI-MO/NuminaMath-CoT",
    "config": null,
    "split": "train",
    "commit_sha": "9d8d210c9f6a36c8f3cd84045668c9b7800ef517",
    "license": "Apache-2.0",
    "domain": "competition_math_cot",
    "target_tokens": 6000000,
    "target_share": 0.06,
    "format_type": "problem_solution",
    "raw_keys": [
      "source",
      "problem",
      "solution",
      "messages"
    ],
    "sample_token_count": 231,
    "verified": true
  },
  "openthoughts_reasoning": {
    "source_id": "open-thoughts/OpenThoughts-114k",
    "config": null,
    "split": "train",
    "commit_sha": "bd093c3994fd54d2390985b66988ddf282a55eb6",
    "license": "Apache-2.0",
    "domain": "general_stem_reasoning",
    "target_tokens": 7000000,
    "target_share": 0.07,
    "format_type": "conversations",
    "raw_keys": [
      "system",
      "conversations"
    ],
    "sample_token_count": 7436,
    "verified": true
  },
  "openhermes_2_5": {
    "source_id": "parquet",
    "config": null,
    "split": "train",
    "commit_sha": "b82037821055c377bed0d495e72e46de3bc72e84",
    "license": "MIT / Open",
    "domain": "general_conversational_qa",
    "target_tokens": 9000000,
    "target_share": 0.09,
    "format_type": "conversations",
    "raw_keys": [
      "custom_instruction",
      "topic",
      "model_name",
      "model",
      "skip_prompt_formatting",
      "category",
      "conversations",
      "views",
      "language",
      "id",
      "title",
      "idx",
      "hash",
      "avatarUrl",
      "system_prompt",
      "source"
    ],
    "sample_token_count": 142,
    "verified": true
  },
  "tulu3_sft": {
    "source_id": "allenai/tulu-3-sft-mixture",
    "config": null,
    "split": "train",
    "commit_sha": "b14afda60f1bbebe55d5d2fa1e4df5042f97f8be",
    "license": "ODC-By",
    "domain": "instruction_following",
    "target_tokens": 6000000,
    "target_share": 0.06,
    "format_type": "messages",
    "raw_keys": [
      "id",
      "messages",
      "source"
    ],
    "sample_token_count": 675,
    "verified": true
  },
  "self_oss_starcoder2": {
    "source_id": "bigcode/self-oss-instruct-sc2-exec-filter-50k",
    "config": null,
    "split": "train",
    "commit_sha": "356bb069eee815daa6e23e9a282eeefe1490ad44",
    "license": "ODC-By",
    "domain": "code_reasoning_execution",
    "target_tokens": 5000000,
    "target_share": 0.05,
    "format_type": "instruction_response",
    "raw_keys": [
      "fingerprint",
      "sha1",
      "seed",
      "response",
      "concepts",
      "prompt",
      "instruction",
      "id"
    ],
    "sample_token_count": 248,
    "verified": true
  },
  "smol_constraints": {
    "source_id": "HuggingFaceTB/smoltalk",
    "config": "smol-constraints",
    "split": "train",
    "commit_sha": "5feaf2fd3ffca7c237fc38d1861bc30365d48ffa",
    "license": "Apache-2.0 / Open",
    "domain": "constraint_adherence",
    "target_tokens": 3000000,
    "target_share": 0.03,
    "format_type": "messages",
    "raw_keys": [
      "messages"
    ],
    "sample_token_count": 442,
    "verified": true
  },
  "stem_qa": {
    "source_id": "TIGER-Lab/WebInstructSub",
    "config": null,
    "split": "train",
    "commit_sha": "559b33b6bcd34da3da047bb235532941026955a4",
    "license": "Apache-2.0",
    "domain": "technical_stem_qa",
    "target_tokens": 4000000,
    "target_share": 0.04,
    "format_type": "question_answer",
    "raw_keys": [
      "orig_question",
      "orig_answer",
      "question",
      "answer",
      "source",
      "index"
    ],
    "sample_token_count": 268,
    "verified": true
  },
  "code_debugging": {
    "source_id": "m-a-p/CodeFeedback-Filtered-Instruction",
    "config": null,
    "split": "train",
    "commit_sha": "a08c213a9748c66c15d0225814be80a2e77adf4a",
    "license": "Apache-2.0",
    "domain": "debugging_code_repair",
    "target_tokens": 10000000,
    "target_share": 0.1,
    "format_type": "query_answer",
    "raw_keys": [
      "query",
      "answer",
      "resource",
      "lang"
    ],
    "sample_token_count": 220,
    "verified": true
  }
}