train-magicoder / provenance.json
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magicoder: re-mined candidates (100 to depth 1000); teacher scores to come
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{
"task": "Magicoder OSS-Instruct",
"benchmark": "train",
"repo": "train-magicoder",
"conversion": "2026-09-29",
"source": {
"path": "ise-uiuc/Magicoder-OSS-Instruct-75K",
"revision": "5f839b1f368a76b161028bb9edff055db34022b2",
"url": "https://huggingface.co/datasets/ise-uiuc/Magicoder-OSS-Instruct-75K/tree/5f839b1f368a76b161028bb9edff055db34022b2",
"configs": [],
"file": null
},
"license": {
"card": "mit",
"upstream_checked": true
},
"languages": [
"eng"
],
"domain": "code",
"byte_preserving_text": false,
"symmetric": false,
"layout": {
"subsets": null,
"splits": [
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"split_map": null
},
"id_scheme": "sha1(text)[:20]",
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},
"inputs": {
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},
"decontamination": {
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"near_duplicate": "word 13-gram shingles of passages, 8-grams of queries, a fixed 1/4 sample; a near copy shares >= half (and the text has >= 4) with one text of the 23 test sets and the 6 dev sets; removed: passages nearly copying a document some evaluation query judges relevant, and queries nearly copying an evaluation query; near copies of documents no evaluation query judges relevant are kept (data/tmp/full_overlap_audit.py)",
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},
"normalize": {
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"teachers": [
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"avg_query_chars": 1228.9,
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"teacher-scores": {
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},
"annotation": {
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"stage": "mined; teacher scores to come",
"miner": "jinaai/jina-embeddings-v5-text-small",
"dense_top": 1000,
"sample": {
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"stats": {
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}
}