Datasets:
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- dataset_metadata.json +167 -0
- devops_dataset.jsonl +3 -0
- devops_dataset.jsonl.gz +3 -0
- devops_dataset.parquet +3 -0
.gitattributes
CHANGED
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@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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devops_dataset.jsonl filter=lfs diff=lfs merge=lfs -text
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dataset_metadata.json
ADDED
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@@ -0,0 +1,167 @@
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| 1 |
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{
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"name": "DevOps Q&A Dataset",
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"version": "2.1",
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"created_at": "2026-01-17T13:03:00.619772",
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"description": "High-quality DevOps questions and answers for AI training",
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"statistics": {
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"total_items": 2871,
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"categories": {
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"omerbsezer": 44,
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"hystax": 6,
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"containers": 24,
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"getsentry": 8,
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"rchakode": 26,
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"NotHarshhaa": 36,
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"kubeden": 3,
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"piouson": 348,
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"hubt": 54,
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"vilaca": 5,
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"aws": 10,
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"xing": 5,
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"eagleusb": 11,
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"brainfair": 13,
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"chmouel": 14,
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"9001": 90,
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"stamparm": 15,
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"cirosantilli": 1,
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"nikolaydubina": 226,
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"knrt10": 20,
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"thyrlian": 32,
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"NHAS": 25,
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"zeromq": 20,
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| 32 |
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"McCloudS": 7,
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| 33 |
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"sindresorhus": 12,
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| 34 |
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"freeCodeCamp": 165,
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"superiorlu": 1,
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"JoMingyu": 20,
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"SansGuidon": 41,
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| 38 |
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"fabioluciano": 59,
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| 39 |
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"brunokktro": 11,
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"MontrealAI": 93,
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"nvm-sh": 39,
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"ziadoz": 58,
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| 43 |
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"kubeflow": 20,
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| 44 |
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"confluentinc": 1,
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"itzg": 15,
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"groundnuty": 3,
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"cilium": 6,
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"helm": 12,
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"bonnefoa": 16,
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"learning-zone": 106,
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"Buuntu": 10,
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"umputun": 26,
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"rryqszq4": 2,
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"Hacktoberfest": 13,
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"nullfuzz-pentest": 48,
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"gracco": 1,
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"hurlenko": 9,
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"parse-community": 45,
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"Skyvern-AI": 43,
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"trimstray": 26,
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"amacneil": 17,
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"riramar": 45,
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"aljazceru": 27,
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"joohoi": 13,
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"vinta": 68,
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"qishibo": 8,
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"hesreallyhim": 25,
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"unclecode": 24,
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| 69 |
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"thangchung": 30,
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"vegasbrianc": 15,
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"alexellis": 38,
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| 72 |
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"dotdc": 19,
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"arpanghosh8453": 20,
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"mikeroyal": 162,
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"geerlingguy": 5,
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"blueswen": 15,
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"Altinity": 45,
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| 78 |
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"upgundecha": 95,
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"TwiN": 43,
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"prometheus": 12,
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"prometheus-operator": 7,
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| 82 |
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"k8sgpt-ai": 16,
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| 83 |
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"markets": 80,
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| 84 |
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"h2non": 18,
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| 85 |
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"dzharii": 25,
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| 86 |
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"gliderlabs": 7,
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| 87 |
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"nginx-proxy": 6,
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| 88 |
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"ankane": 29,
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| 89 |
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"jghoman": 13
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},
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"sources": {
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| 92 |
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"github_gists": 2871
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| 93 |
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},
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| 94 |
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"average_quality_score": 0.813,
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| 95 |
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"quality_distribution": {
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| 96 |
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"high (>0.8)": 1508,
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| 97 |
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"medium (0.7-0.8)": 1092,
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"low (<0.7)": 271
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}
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},
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"collection": {
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"sources_stats": {
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"github_gists": {
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"status": "active",
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"fetched": 7479,
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| 106 |
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"saved": 0,
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"ban_until": null,
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"errors": 0
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},
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"official_docs": {
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| 111 |
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"status": "active",
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| 112 |
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"fetched": 1093,
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| 113 |
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"saved": 0,
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| 114 |
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"ban_until": null,
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"errors": 0
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}
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},
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"quality_validation": {
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| 119 |
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"total_checked": 7480,
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| 120 |
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"accepted": 7248,
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| 121 |
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"rejected": 232,
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| 122 |
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"acceptance_rate": 0.9689839572192513,
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| 123 |
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"top_rejection_reasons": {
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| 124 |
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"Contains spam keywords": 129,
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| 125 |
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"Contains toxic content": 103
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}
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},
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| 128 |
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"deduplication": {
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| 129 |
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"total_checked": 7248,
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| 130 |
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"exact_duplicates": 4292,
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| 131 |
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"semantic_duplicates": 85,
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| 132 |
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"unique": 2871,
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| 133 |
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"unique_rate": 0.3961092715231788,
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"hashes_in_cache": 7523,
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| 135 |
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"embeddings_in_cache": 2726
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}
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},
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"files": {
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"created": [
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"output/devops_dataset.jsonl",
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"output/devops_dataset.jsonl.gz",
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"output/devops_dataset.parquet"
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],
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"total_size_mb": 6.97,
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| 145 |
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"checksums": {
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| 146 |
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"devops_dataset.jsonl": "d17fbe9771b0cd23c8d6525e477ab4be",
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| 147 |
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"devops_dataset.jsonl.gz": "c4332209056e13da3301dac2ec7f9fbd",
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| 148 |
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"devops_dataset.parquet": "deb62143704f29fcd5714b76c290c78f"
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| 149 |
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}
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},
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| 151 |
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"schema": {
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| 152 |
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"id": "Unique identifier (source_id)",
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| 153 |
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"question": "The question text",
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| 154 |
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"answer": "The answer text",
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| 155 |
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"tags": "List of topic tags",
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| 156 |
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"source": "Data source (stack_overflow, github_gists, official_docs)",
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| 157 |
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"category": "Primary category",
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| 158 |
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"quality_score": "Quality score (0-1)",
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| 159 |
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"question_score": "Original source score for question",
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| 160 |
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"answer_score": "Original source score for answer",
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| 161 |
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"has_code": "Whether contains code blocks",
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| 162 |
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"url": "Source URL",
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| 163 |
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"collected_at": "Collection timestamp"
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| 164 |
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},
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| 165 |
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"license": "CC BY-SA 4.0",
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| 166 |
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"usage": "AI/ML training, research, educational purposes"
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}
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devops_dataset.jsonl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:51ea51a50d1ba2291dc6606c42a8bfa8fda9ec6fbb6ca919e26a8c50f5fa7d55
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size 11257175
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devops_dataset.jsonl.gz
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd0371fbe9c9b7ee11681ef28f7eab0a6d3411879b718485de31745d3acef135
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size 1119863
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devops_dataset.parquet
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d64e3bf7081163b25264d18ae8cabc276991334412e3bb16a5494e197439bd7
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size 4308176
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