Upload folder using huggingface_hub

dataset_metadata.json

@@ -1,108 +1,35 @@
 {
   "name": "DevOps Q&A Dataset",
   "version": "2.1",
-  "created_at": "2026-01-17T13:03:00.619772",
+  "created_at": "2026-01-17T15:33:14.462877",
   "description": "High-quality DevOps questions and answers for AI training",
   "statistics": {
-    "total_items": 2871,
+    "total_items": 17695,
     "categories": {
-      "omerbsezer": 44,
-      "hystax": 6,
-      "containers": 24,
-      "getsentry": 8,
-      "rchakode": 26,
-      "NotHarshhaa": 36,
-      "kubeden": 3,
-      "piouson": 348,
-      "hubt": 54,
-      "vilaca": 5,
-      "aws": 10,
-      "xing": 5,
-      "eagleusb": 11,
-      "brainfair": 13,
-      "chmouel": 14,
-      "9001": 90,
-      "stamparm": 15,
-      "cirosantilli": 1,
-      "nikolaydubina": 226,
-      "knrt10": 20,
-      "thyrlian": 32,
-      "NHAS": 25,
-      "zeromq": 20,
-      "McCloudS": 7,
-      "sindresorhus": 12,
-      "freeCodeCamp": 165,
-      "superiorlu": 1,
-      "JoMingyu": 20,
-      "SansGuidon": 41,
-      "fabioluciano": 59,
-      "brunokktro": 11,
-      "MontrealAI": 93,
-      "nvm-sh": 39,
-      "ziadoz": 58,
-      "kubeflow": 20,
-      "confluentinc": 1,
-      "itzg": 15,
-      "groundnuty": 3,
-      "cilium": 6,
-      "helm": 12,
-      "bonnefoa": 16,
-      "learning-zone": 106,
-      "Buuntu": 10,
-      "umputun": 26,
-      "rryqszq4": 2,
-      "Hacktoberfest": 13,
-      "nullfuzz-pentest": 48,
-      "gracco": 1,
-      "hurlenko": 9,
-      "parse-community": 45,
-      "Skyvern-AI": 43,
-      "trimstray": 26,
-      "amacneil": 17,
-      "riramar": 45,
-      "aljazceru": 27,
-      "joohoi": 13,
-      "vinta": 68,
-      "qishibo": 8,
-      "hesreallyhim": 25,
-      "unclecode": 24,
-      "thangchung": 30,
-      "vegasbrianc": 15,
-      "alexellis": 38,
-      "dotdc": 19,
-      "arpanghosh8453": 20,
-      "mikeroyal": 162,
-      "geerlingguy": 5,
-      "blueswen": 15,
-      "Altinity": 45,
-      "upgundecha": 95,
-      "TwiN": 43,
-      "prometheus": 12,
-      "prometheus-operator": 7,
-      "k8sgpt-ai": 16,
-      "markets": 80,
-      "h2non": 18,
-      "dzharii": 25,
-      "gliderlabs": 7,
-      "nginx-proxy": 6,
-      "ankane": 29,
-      "jghoman": 13
+      "devops": 17695
     },
     "sources": {
-      "github_gists": 2871
+      "huggingface": 17695
     },
-    "average_quality_score": 0.813,
+    "average_quality_score": 0.817,
     "quality_distribution": {
-      "high (>0.8)": 1508,
-      "medium (0.7-0.8)": 1092,
-      "low (<0.7)": 271
+      "high (>0.8)": 8524,
+      "medium (0.7-0.8)": 9171,
+      "low (<0.7)": 0
     }
   },
   "collection": {
     "sources_stats": {
+      "huggingface": {
+        "status": "active",
+        "fetched": 43206,
+        "saved": 0,
+        "ban_until": null,
+        "errors": 0
+      },
       "github_gists": {
         "status": "active",
-        "fetched": 7479,
+        "fetched": 4072,
         "saved": 0,
         "ban_until": null,
         "errors": 0
@@ -116,23 +43,26 @@
       }
     },
     "quality_validation": {
-      "total_checked": 7480,
-      "accepted": 7248,
-      "rejected": 232,
-      "acceptance_rate": 0.9689839572192513,
+      "total_checked": 43207,
+      "accepted": 18508,
+      "rejected": 24699,
+      "acceptance_rate": 0.4283565163052283,
       "top_rejection_reasons": {
-        "Contains spam keywords": 129,
-        "Contains toxic content": 103
+        "Quality score too low": 13822,
+        "Question too long": 10057,
+        "Contains toxic content": 464,
+        "Contains spam keywords": 337,
+        "1 validation error for QAItem\nanswer\n  Value error, Answer is too short or empty [type=value_error, input_value='<p>g++ and make</p>\\n', input_type=str]\n    For further information visit https": 1
       }
     },
     "deduplication": {
-      "total_checked": 7248,
-      "exact_duplicates": 4292,
-      "semantic_duplicates": 85,
-      "unique": 2871,
-      "unique_rate": 0.3961092715231788,
-      "hashes_in_cache": 7523,
-      "embeddings_in_cache": 2726
+      "total_checked": 18508,
+      "exact_duplicates": 813,
+      "semantic_duplicates": 0,
+      "unique": 17695,
+      "unique_rate": 0.9560730494921115,
+      "hashes_in_cache": 26825,
+      "embeddings_in_cache": 3487
     }
   },
   "files": {
@@ -141,11 +71,11 @@
       "output/devops_dataset.jsonl.gz",
       "output/devops_dataset.parquet"
     ],
-    "total_size_mb": 6.97,
+    "total_size_mb": 42.87,
     "checksums": {
-      "devops_dataset.jsonl": "d17fbe9771b0cd23c8d6525e477ab4be",
-      "devops_dataset.jsonl.gz": "c4332209056e13da3301dac2ec7f9fbd",
-      "devops_dataset.parquet": "deb62143704f29fcd5714b76c290c78f"
+      "devops_dataset.jsonl": "206769ae3d67102d806cdb37c3696314",
+      "devops_dataset.jsonl.gz": "f56acab16d54712dd9d376679cc67abc",
+      "devops_dataset.parquet": "43f1db572b3323866eb126b71463f0bc"
     }
   },
   "schema": {

devops_dataset.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:51ea51a50d1ba2291dc6606c42a8bfa8fda9ec6fbb6ca919e26a8c50f5fa7d55
-size 11257175
+oid sha256:ac6f724edf5ceca07b4461ffc34ae5cc668c7de89fe41faddd91b102ae616020
+size 38396220

devops_dataset.jsonl.gz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cd0371fbe9c9b7ee11681ef28f7eab0a6d3411879b718485de31745d3acef135
-size 1119863
+oid sha256:7e1b6bc1a73a8255851b60a595437f969d01a203b6031f7106d5c0fa81c685ae
+size 7384302

devops_dataset.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8d64e3bf7081163b25264d18ae8cabc276991334412e3bb16a5494e197439bd7
-size 4308176
+oid sha256:493f035799c5c0392fd3aeef3d491e4fd1e48e1272d78c107c5b20992053452d
+size 16294429