KapInstruct-100M / source_registry.json
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{
"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
}
}