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colbert/indexes/ArColbertQuran/0.codes.pt

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colbert/indexes/ArColbertQuran/0.residuals.pt

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colbert/indexes/ArColbertQuran/avg_residual.pt

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colbert/indexes/ArColbertQuran/buckets.pt

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colbert/indexes/ArColbertQuran/centroids.pt

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+  "110":{
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   }
 }

colbert/indexes/ArColbertQuran/doclens.0.json

@@ -1 +1 @@
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colbert/indexes/ArColbertQuran/ivf.pid.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2b3af18cb82dd363a8cdb5e4e939b6e3f59ff70e309dca903ab4acb368f1951b
-size 310104
+oid sha256:22d5998b49b8ca71f66efb671a31f62a3be767dc69cc53cf5129eaaa8ac531db
+size 381016

colbert/indexes/ArColbertQuran/metadata.json

@@ -16,41 +16,41 @@
     "similarity":"cosine",
     "bsize":64,
     "accumsteps":1,
-    "lr":0.00001,
-    "maxsteps":3125,
-    "save_every":2783,
-    "warmup":2783,
+    "lr":0.000004,
+    "maxsteps":15000,
+    "save_every":null,
+    "warmup":15000,
     "warmup_bert":null,
     "relu":false,
-    "nway":2,
+    "nway":4,
     "use_ib_negatives":true,
     "reranker":false,
     "distillation_alpha":1.0,
     "ignore_scores":false,
-    "model_name":"Arabic-ColBERT",
+    "model_name":"ak_colbertv2_250k_ar_norm",
     "query_maxlen":32,
     "attend_to_mask_tokens":false,
     "interaction":"colbert",
     "dim":128,
     "doc_maxlen":256,
     "mask_punctuation":true,
-    "checkpoint":"akhooli/Arabic-ColBERT-100K",
-    "triples":"data/triples.train.colbert.jsonl",
+    "checkpoint":"akhooli/arabic-colbertv2-250k-norm",
+    "triples":"examples_250k_no_latin.txt",
     "collection":[
       "list with 1615 elements starting with...",
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-        "\u0642\u0644 \u0645\u0627 \u0643\u0646\u062a \u0628\u062f\u0639\u0627 \u0645\u0646 \u0627\u0644\u0631\u0633\u0644 \u0648\u0645\u0627 \u0623\u062f\u0631\u064a \u0645\u0627 \u064a\u0641\u0639\u0644 \u0628\u064a \u0648\u0644\u0627 \u0628\u0643\u0645 \u0625\u0646 \u0623\u062a\u0628\u0639 \u0625\u0644\u0627 \u0645\u0627 \u064a\u0648\u062d\u0649 \u0625\u0644\u064a \u0648\u0645\u0627 \u0623\u0646\u0627 \u0625\u0644\u0627 \u0646\u0630\u064a\u0631 \u0645\u0628\u064a\u0646.\n\u0642\u0644 \u0623\u0631\u0623\u064a\u062a\u0645 \u0625\u0646 \u0643\u0627\u0646 \u0645\u0646 \u0639\u0646\u062f \u0627\u0644\u0644\u0647 \u0648\u0643\u0641\u0631\u062a\u0645 \u0628\u0647 \u0648\u0634\u0647\u062f \u0634\u0627\u0647\u062f \u0645\u0646 \u0628\u0646\u064a \u0625\u0633\u0631\u0627\u0626\u064a\u0644 \u0639\u0644\u0649 \u0645\u062b\u0644\u0647 \u0641\u0622\u0645\u0646 \u0648\u0627\u0633\u062a\u0643\u0628\u0631\u062a\u0645 \u0625\u0646 \u0627\u0644\u0644\u0647 \u0644\u0627 \u064a\u0647\u062f\u064a \u0627\u0644\u0642\u0648\u0645 \u0627\u0644\u0638\u0627\u0644\u0645\u064a\u0646.\n\u0648\u0642\u0627\u0644 \u0627\u0644\u0630\u064a\u0646 \u0643\u0641\u0631\u0648\u0627 \u0644\u0644\u0630\u064a\u0646 \u0622\u0645\u0646\u0648\u0627 \u0644\u0648 \u0643\u0627\u0646 \u062e\u064a\u0631\u0627 \u0645\u0627 \u0633\u0628\u0642\u0648\u0646\u0627 \u0625\u0644\u064a\u0647 \u0648\u0625\u0630 \u0644\u0645 \u064a\u0647\u062a\u062f\u0648\u0627 \u0628\u0647 \u0641\u0633\u064a\u0642\u0648\u0644\u0648\u0646 \u0647\u0630\u0627 \u0625\u0641\u0643 \u0642\u062f\u064a\u0645."
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+        "\u0628\u0633\u0645 \u0627\u0644\u0644\u0647 \u0627\u0644\u0631\u062d\u0645\u0646 \u0627\u0644\u0631\u062d\u064a\u0645.\n\u0625\u0646\u0627 \u0623\u0646\u0632\u0644\u0646\u0627\u0647 \u0641\u064a \u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631.\n\u0648\u0645\u0627 \u0623\u062f\u0631\u0627\u0643 \u0645\u0627 \u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631.\n\u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631 \u062e\u064a\u0631 \u0645\u0646 \u0623\u0644\u0641 \u0634\u0647\u0631.\n\u062a\u0646\u0632\u0644 \u0627\u0644\u0645\u0644\u0627\u0626\u0643\u0629 \u0648\u0627\u0644\u0631\u0648\u062d \u0641\u064a\u0647\u0627 \u0628\u0625\u0630\u0646 \u0631\u0628\u0647\u0645 \u0645\u0646 \u0643\u0644 \u0623\u0645\u0631.\n\u0633\u0644\u0627\u0645 \u0647\u064a \u062d\u062a\u0649 \u0645\u0637\u0644\u0639 \u0627\u0644\u0641\u062c\u0631.",
+        "\u0628\u0633\u0645 \u0627\u0644\u0644\u0647 \u0627\u0644\u0631\u062d\u0645\u0646 \u0627\u0644\u0631\u062d\u064a\u0645.\n\u064a\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0630\u064a\u0646 \u0622\u0645\u0646\u0648\u0627 \u0623\u0648\u0641\u0648\u0627 \u0628\u0627\u0644\u0639\u0642\u0648\u062f \u0623\u062d\u0644\u062a \u0644\u0643\u0645 \u0628\u0647\u064a\u0645\u0629 \u0627\u0644\u0623\u0646\u0639\u0627\u0645 \u0625\u0644\u0627 \u0645\u0627 \u064a\u062a\u0644\u0649 \u0639\u0644\u064a\u0643\u0645 \u063a\u064a\u0631 \u0645\u062d\u0644\u064a \u0627\u0644\u0635\u064a\u062f \u0648\u0623\u0646\u062a\u0645 \u062d\u0631\u0645 \u0625\u0646 \u0627\u0644\u0644\u0647 \u064a\u062d\u0643\u0645 \u0645\u0627 \u064a\u0631\u064a\u062f."
       ]
     ],
-    "queries":"data/queries.train.colbert.tsv",
+    "queries":"ar-queries-250k-no-latin-norm.tsv",
     "index_name":"ArColbertQuran",
     "overwrite":false,
     "root":".ragatouille/",
     "experiment":"colbert",
     "index_root":null,
-    "name":"2024-07/27/17.47.42",
+    "name":"2024-08/06/15.39.12",
     "rank":0,
     "nranks":1,
     "amp":true,

colbert/indexes/ArColbertQuran/pid_docid_map.json

@@ -1,1617 +1,1617 @@
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 }

colbert/indexes/ArColbertQuran/plan.json

@@ -16,41 +16,41 @@
         "similarity": "cosine",
         "bsize": 64,
         "accumsteps": 1,
-        "lr": 1e-5,
-        "maxsteps": 3125,
-        "save_every": 2783,
-        "warmup": 2783,
+        "lr": 4e-6,
+        "maxsteps": 15000,
+        "save_every": null,
+        "warmup": 15000,
         "warmup_bert": null,
         "relu": false,
-        "nway": 2,
+        "nway": 4,
         "use_ib_negatives": true,
         "reranker": false,
         "distillation_alpha": 1.0,
         "ignore_scores": false,
-        "model_name": "Arabic-ColBERT",
+        "model_name": "ak_colbertv2_250k_ar_norm",
         "query_maxlen": 32,
         "attend_to_mask_tokens": false,
         "interaction": "colbert",
         "dim": 128,
         "doc_maxlen": 256,
         "mask_punctuation": true,
-        "checkpoint": "akhooli\/Arabic-ColBERT-100K",
-        "triples": "data\/triples.train.colbert.jsonl",
+        "checkpoint": "akhooli\/arabic-colbertv2-250k-norm",
+        "triples": "examples_250k_no_latin.txt",
         "collection": [
             "list with 1615 elements starting with...",
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+                "\u0628\u0633\u0645 \u0627\u0644\u0644\u0647 \u0627\u0644\u0631\u062d\u0645\u0646 \u0627\u0644\u0631\u062d\u064a\u0645.\n\u0625\u0646\u0627 \u0623\u0646\u0632\u0644\u0646\u0627\u0647 \u0641\u064a \u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631.\n\u0648\u0645\u0627 \u0623\u062f\u0631\u0627\u0643 \u0645\u0627 \u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631.\n\u0644\u064a\u0644\u0629 \u0627\u0644\u0642\u062f\u0631 \u062e\u064a\u0631 \u0645\u0646 \u0623\u0644\u0641 \u0634\u0647\u0631.\n\u062a\u0646\u0632\u0644 \u0627\u0644\u0645\u0644\u0627\u0626\u0643\u0629 \u0648\u0627\u0644\u0631\u0648\u062d \u0641\u064a\u0647\u0627 \u0628\u0625\u0630\u0646 \u0631\u0628\u0647\u0645 \u0645\u0646 \u0643\u0644 \u0623\u0645\u0631.\n\u0633\u0644\u0627\u0645 \u0647\u064a \u062d\u062a\u0649 \u0645\u0637\u0644\u0639 \u0627\u0644\u0641\u062c\u0631.",
+                "\u0628\u0633\u0645 \u0627\u0644\u0644\u0647 \u0627\u0644\u0631\u062d\u0645\u0646 \u0627\u0644\u0631\u062d\u064a\u0645.\n\u064a\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0630\u064a\u0646 \u0622\u0645\u0646\u0648\u0627 \u0623\u0648\u0641\u0648\u0627 \u0628\u0627\u0644\u0639\u0642\u0648\u062f \u0623\u062d\u0644\u062a \u0644\u0643\u0645 \u0628\u0647\u064a\u0645\u0629 \u0627\u0644\u0623\u0646\u0639\u0627\u0645 \u0625\u0644\u0627 \u0645\u0627 \u064a\u062a\u0644\u0649 \u0639\u0644\u064a\u0643\u0645 \u063a\u064a\u0631 \u0645\u062d\u0644\u064a \u0627\u0644\u0635\u064a\u062f \u0648\u0623\u0646\u062a\u0645 \u062d\u0631\u0645 \u0625\u0646 \u0627\u0644\u0644\u0647 \u064a\u062d\u0643\u0645 \u0645\u0627 \u064a\u0631\u064a\u062f."
             ]
         ],
-        "queries": "data\/queries.train.colbert.tsv",
+        "queries": "ar-queries-250k-no-latin-norm.tsv",
         "index_name": "ArColbertQuran",
         "overwrite": false,
         "root": ".ragatouille\/",
         "experiment": "colbert",
         "index_root": null,
-        "name": "2024-07\/27\/17.47.42",
+        "name": "2024-08\/06\/15.39.12",
         "rank": 0,
         "nranks": 1,
         "amp": true,