v5 — epoch 2

README.md

@@ -1,16 +1,16 @@
-# NL2SQL Fine-Tuned Model (Full Merged) — V5 찐막 epoch 2
+# NL2SQL Fine-Tuned Model (Full Merged) — V5 찐찐막 epoch 0.9
 - Self-correction with WRONG_IDS-before-Repair
 - Saved as a merged full model loadable by AutoModelForCausalLM
 
 ## Finetune Config
 {
-  "version": "V5 찐막 epoch 2",
+  "version": "V5 찐찐막 epoch 0.9",
   "base_model": "./hf_models/meta-llama--Llama-3.2-3B-Instruct",
   "merged_model_repo": "bgglee/NL2SQL_finetuned",
   "method": "LoRA (merged to full model)",
   "merge_route": "direct_peft_merge",
   "learning_rate": 0.0002,
-  "epochs": 2.0,
+  "epochs": 0.9,
   "batch_size": 2,
   "grad_accum": 8,
   "lora_r": 16,

finetune_config.json

@@ -1,11 +1,11 @@
 {
-  "version": "V5 찐막 epoch 2",
+  "version": "V5 찐찐막 epoch 0.9",
   "base_model": "./hf_models/meta-llama--Llama-3.2-3B-Instruct",
   "merged_model_repo": "bgglee/NL2SQL_finetuned",
   "method": "LoRA (merged to full model)",
   "merge_route": "direct_peft_merge",
   "learning_rate": 0.0002,
-  "epochs": 2.0,
+  "epochs": 0.9,
   "batch_size": 2,
   "grad_accum": 8,
   "lora_r": 16,

model-00001-of-00002.safetensors

@@ -1,3 +1,3 @@
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-oid sha256:7afbf598f6fc678dbfed0e71582704c7889fbb4d5486f513ad9c94a36acc95f9
+oid sha256:fd21712192799577d1ab28f7239fb2a5c551f65a729c9a5c7136974a3ed64a18
 size 4965799096

model-00002-of-00002.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6cbfb8fc9a89fb5c7be8ebaf75f59561565bb1dbb17505435cc170560487f685
+oid sha256:54b6fe12a99194fc6dd5292432b08c4d3495937f92cc29ff24b28a2f03f6ba31
 size 1459729952

repair_logs.json

@@ -2,180 +2,90 @@
   {
     "qid": 98,
     "db_id": "financial",
-    "pred_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.date) = '1997' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1",
+    "pred_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.date) = '1997' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.date) = '1997' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.date) = '1997' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan",
+    "repaired_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.approved_date LIKE '1997%' AND T1.statement_type = 'POPLATEK TYDNE' ORDER BY T2.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 1373,
     "db_id": "student_club",
-    "pred_sql": "SELECT COUNT(T1.id) FROM member AS T1 INNER JOIN zip AS T2 ON T1.zip = T2.zipCode WHERE T2.state = 'Maryland' AND T2.county IS NOT NULL AND T2.county <> '' AND T2.county <> 'Unknown' AND T2.county <> 'Unincorporated' AND T2.county <> 'Unorganized' AND T2.county <> 'Unorganized Borough' AND T2.county <> 'Borough' AND T2.county <> 'Census-Designated Place' AND T2.county <> 'CDP' AND T2.county <> 'Minor Civil Division' AND T2.county <> 'Census-Designated",
+    "pred_sql": "SELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN state AS T2 ON T1.state_id = T2.state_id WHERE T2.name = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T",
     "err": "NO_DB",
-    "repaired_sql": "SELECT COUNT(T1.id) FROM member AS T1 INNER JOIN zip AS T2 ON T1.zip = T2.zipCode WHERE T2.state = 'Maryland' AND T2.county IS NOT NULL AND T2.county <> '' AND T2.county <> 'Unknown' AND T2.county <> 'Unincorporated' AND T2.county <> 'Unorganized' AND T2.county <> 'Unorganized Borough' AND T2.county <> 'Borough' AND T2.county <> 'Census-Designated Place' AND T2.county <> 'CDP' AND T2.county <> 'Minor Civil Division' AND T2.county <> 'Census-Designated\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.id) FROM member AS T1 INNER JOIN zip AS T2 ON T1.zip = T2.zipCode WHERE T2.state = 'Maryland' AND T2.county IS NOT NULL AND T2.county <> '' AND T2.county <> 'Unknown' AND T2.county <> 'Unincorporated' AND T2.county <> 'Unorganized' AND T2.county <> 'Unorganized Borough' AND T2.county <> 'Borough' AND T2.county <> 'Census-Designated Place' AND T2.county <> 'CDP' AND T2.county <> 'Minor Civil Division' AND T2.county <> 'Census-Designated",
+    "repaired_sql": "SELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN state AS T2 ON T1.state_id = T2.state_id WHERE T2.name = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN state AS T2 ON T1.state_id = T2.state_id WHERE T2.name = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T1.hometown <> 'Unknown' AND T1.hometown <> 'Not Available' AND T",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 597,
     "db_id": "codebase_community",
-    "pred_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type =",
+    "pred_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name",
     "err": "NO_DB",
-    "repaired_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type =\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T3.Name = 'India' AND T2.Name =",
+    "repaired_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' AND T2.Name\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Teacher' AND T1.Location = 'India' AND T2.Type = 'Badge' GROUP BY T1.Id HAVING COUNT(T2.Name) = 3 AND T1.Location = 'India' AND T2.Type = 'Badge' GROUP BY T1.Id HAVING COUNT(T2.Name) = 3 AND T1.Location = 'India' AND T2.Type = 'Badge' GROUP BY T1.Id HAVING COUNT(T2.Name) = 3 AND T1.Location = 'India' AND T2.Type = 'Badge' GROUP BY T1.Id HAVING",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 45,
     "db_id": "california_schools",
-    "pred_sql": "SELECT T1.School, AVG(T2.Writing_Score) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.Writing_Score ORDER BY T1.School, AVG(T2.Writing_Score) DESC LIMIT 10 OFFSET 0",
+    "pred_sql": "SELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10  UNION SELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10  UNION SELECT T1.name,",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.School, AVG(T2.Writing_Score) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.Writing_Score ORDER BY T1.School, AVG(T2.Writing_Score) DESC LIMIT 10 OFFSET 0\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.School, AVG(T2.Writing_Score) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.Writing_Score ORDER BY T1.School, AVG(T2.Writing_Score) DESC LIMIT 10 OFFSET 0\nSELECT T1.School, AVG(T2.Writing_Score) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.Writing",
+    "repaired_sql": "SELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10  UNION SELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10  UNION SELECT T1.name,\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10 UNION SELECT T1.name, T2.averageWritingScore FROM school AS T1 INNER JOIN schoolData AS T2 ON T1.id = T2.schoolId WHERE T2.administrator = 'Ricci Ulrich' GROUP BY T1.name, T2.averageWritingScore ORDER BY T1.name, T2.averageWritingScore DESC LIMIT 10 UNION SELECT T1.name, T2",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 596,
     "db_id": "codebase_community",
-    "pred_sql": "SELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.Id = T2.UserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10  WHERE T2.Id IS NOT NULL  AND T2.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT",
+    "pred_sql": "SELECT T1.UserId, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.UserId = T2.UserId GROUP BY T1.UserId ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10, 1) AS T3 WHERE T3.Count IS NOT NULL AND T3.Count = ( SELECT MAX(Count) FROM ( SELECT UserId, COUNT(Id) AS Count FROM comments GROUP BY UserId ) AS T4 ) AND T3.Badge IS NOT NULL AND T3.Badge = ( SELECT DISTINCT Badge FROM users ) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.Id = T2.UserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10  WHERE T2.Id IS NOT NULL  AND T2.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 )  AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.Id = T2.UserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10 WHERE T2.Id IS NOT NULL AND T2.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1",
+    "repaired_sql": "SELECT T1.UserId, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.UserId = T2.UserId GROUP BY T1.UserId ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10, 1) AS T3 WHERE T3.Count IS NOT NULL AND T3.Count = ( SELECT MAX(Count) FROM ( SELECT UserId, COUNT(Id) AS Count FROM comments GROUP BY UserId ) AS T4 ) AND T3.Badge IS NOT NULL AND T3.Badge = ( SELECT DISTINCT Badge FROM users ) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.UserId, T1.Badge FROM users AS T1 INNER JOIN comments AS T2 ON T1.UserId = T2.UserId GROUP BY T1.UserId ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10, 1) AS T3 WHERE T3.Count IS NOT NULL AND T3.Count = ( SELECT MAX(Count) FROM ( SELECT UserId, COUNT(Id) AS Count FROM comments GROUP BY UserId ) AS T4 ) AND T3.Badge IS NOT NULL AND T3.Badge = ( SELECT DISTINCT Badge FROM users ) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1) AND T3.UserId IN ( SELECT UserId FROM comments GROUP BY UserId",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 444,
     "db_id": "card_games",
-    "pred_sql": "SELECT T2.foreign_name, T1.type FROM cards AS T1 INNER JOIN foreign_names AS T2 ON T1.uuid = T2.uuid WHERE T1.watermark = 'Boros' AND T1.type IS NOT NULL AND T2.foreign_name IS NOT NULL AND T2.foreign_name!= '' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.fore",
+    "pred_sql": "SELECT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'Boros' GROUP BY T1.foreign_name, T1.type HAVING COUNT(T1.id) = 1 ORDER BY T1.type DESC LIMIT 1",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T2.foreign_name, T1.type FROM cards AS T1 INNER JOIN foreign_names AS T2 ON T1.uuid = T2.uuid WHERE T1.watermark = 'Boros' AND T1.type IS NOT NULL AND T2.foreign_name IS NOT NULL AND T2.foreign_name!= '' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.fore\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T2.foreign_name, T1.type FROM cards AS T1 INNER JOIN foreign_names AS T2 ON T1.uuid = T2.uuid WHERE T1.watermark = 'Boros' AND T1.type IS NOT NULL AND T2.foreign_name IS NOT NULL AND T2.foreign_name!= '' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.foreign_name!= 'None' AND T2.foreign_name!= 'Unknown' AND T2.fore",
+    "repaired_sql": "SELECT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'Boros' GROUP BY T1.foreign_name, T1.type HAVING COUNT(T1.id) = 1 ORDER BY T1.type DESC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'Boros' GROUP BY T1.foreign_name, T1.type HAVING COUNT(T1.id) = 1 ORDER BY T1.type DESC LIMIT 1\nSELECT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'Boros' GROUP BY T1.foreign_name, T1.type HAVING COUNT(T1.id) = 1 ORDER BY T1.type DESC LIMIT 1\nSELECT T1",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 288,
     "db_id": "toxicology",
-    "pred_sql": "SELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1",
+    "pred_sql": "SELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= '.' AND T2.label!= ',' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id = 'TR001_1",
+    "repaired_sql": "SELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= '.' AND T2.label!= ',' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T1.atom_id IS NOT NULL AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= '.' AND T2.label!= ',' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='' AND T2.label!='",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 999,
     "db_id": "formula_1",
-    "pred_sql": "SELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T2 ON T1.raceId = T2.raceId ORDER BY T2.fastestLapTime ASC LIMIT 1",
+    "pred_sql": "SELECT T1.raceName FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN fastestLap AS T3 ON T2.raceId = T3.raceId ORDER BY T3.fastestLapTime ASC LIMIT 1",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T2 ON T1.raceId = T2.raceId ORDER BY T2.fastestLapTime ASC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T2 ON T1.raceId = T2.raceId ORDER BY T2.fastestLapTime ASC LIMIT 1\nSELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T2 ON T1.raceId = T2.raceId ORDER BY T2.fastestLapTime ASC LIMIT 1\nSELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T2 ON T1.raceId = T2.raceId ORDER BY T2.fastestLapTime ASC LIMIT 1\nSELECT T1.name FROM races AS T1 INNER JOIN fastestLapTimes AS T",
+    "repaired_sql": "SELECT T1.raceName FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN fastestLap AS T3 ON T2.raceId = T3.raceId ORDER BY T3.fastestLapTime ASC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.raceName FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN fastestLap AS T3 ON T2.raceId = T3.raceId ORDER BY T3.fastestLapTime ASC LIMIT 1\nSELECT T1.raceName FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN fastestLap AS T3 ON T2.raceId = T3.raceId ORDER BY T3.fastestLapTime ASC LIMIT 1\nSELECT T1.raceName FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 321,
     "db_id": "toxicology",
-    "pred_sql": "SELECT T1.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T2.molecule ='molecule' AND T2.molecule_id = T1.molecule_id AND T1.atom_id = 'TR000_2' AND T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T1.atom_id = 'TR000_2' AND T1",
+    "pred_sql": "SELECT T1.molecule FROM atom AS T1 INNER JOIN atom_link AS T2 ON T1.atom_id = T2.atom_id_1 WHERE T1.atom_id = 'TR000_2' OR T2.atom_id_1 = 'TR000_4' OR T1.atom_id = 'TR000_4' OR T2.atom_id_1 = 'TR000_2' ORDER BY T1.atom_id, T2.atom_id_1 LIMIT 1",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T2.molecule ='molecule' AND T2.molecule_id = T1.molecule_id AND T1.atom_id = 'TR000_2' AND T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T1.atom_id = 'TR000_2' AND T1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T2.molecule ='molecule' AND T1.molecule_id = T2.molecule_id AND T1.atom_id = 'TR000_2' AND T1.atom_id = 'TR000_4' AND T1.atom_id IN ('TR000_2', 'TR000_4') AND T1.atom_id = 'TR000_2' AND T1",
+    "repaired_sql": "SELECT T1.molecule FROM atom AS T1 INNER JOIN atom_link AS T2 ON T1.atom_id = T2.atom_id_1 WHERE T1.atom_id = 'TR000_2' OR T2.atom_id_1 = 'TR000_4' OR T1.atom_id = 'TR000_4' OR T2.atom_id_1 = 'TR000_2' ORDER BY T1.atom_id, T2.atom_id_1 LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.molecule FROM atom AS T1 INNER JOIN atom_link AS T2 ON T1.atom_id = T2.atom_id_1 WHERE T1.atom_id = 'TR000_2' OR T2.atom_id_1 = 'TR000_4' OR T1.atom_id = 'TR000_4' OR T2.atom_id_1 = 'TR000_2' ORDER BY T1.atom_id, T2.atom_id_1 LIMIT 1\nSELECT T1.molecule FROM atom AS T1 INNER JOIN atom_link AS T2 ON T1.atom_id = T2.atom_id_1 WHERE T1.atom_id = 'TR000_2' OR T2.atom_id_1 = 'TR",
     "repair_ok": false,
     "repair_err": "NO_DB"
   },
   {
     "qid": 580,
     "db_id": "codebase_community",
-    "pred_sql": "SELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Necromancer' LIMIT 10 OFFSET 0",
+    "pred_sql": "SELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT",
     "err": "NO_DB",
-    "repaired_sql": "SELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Necromancer' LIMIT 10 OFFSET 0\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2.Name = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT T1.DisplayName FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId WHERE T2",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 98,
-    "db_id": "financial",
-    "pred_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN disp AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.loan_date) = '1997' AND T2.statement_type = 'POPLATEK TYDNE' ORDER BY T1.amount ASC LIMIT 1",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T1.account_id FROM account AS T1 INNER JOIN disp AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.loan_date) = '1997' AND T2.statement_type = 'POPLATEK TYDNE' ORDER BY T1.amount ASC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.account_id FROM account AS T1 INNER JOIN disp AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.loan_date) = '1997' AND T2.statement_type = 'POPLATEK TYDNE' ORDER BY T1.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T1 INNER JOIN disp AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.loan_date) = '1997' AND T2.statement_type = 'POPLATEK TYDNE' ORDER BY T1.amount ASC LIMIT 1\nSELECT T1.account_id FROM account AS T",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 1373,
-    "db_id": "student_club",
-    "pred_sql": "SELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN zip_code AS T2 ON T1.zip = T2.zip_code WHERE T2.state = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> T2.city AND T1.hometown <> T2.county AND T1.hometown <> T2.state AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.h",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN zip_code AS T2 ON T1.zip = T2.zip_code WHERE T2.state = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> T2.city AND T1.hometown <> T2.county AND T1.hometown <> T2.state AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.h\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.hometown) FROM member AS T1 INNER JOIN zip_code AS T2 ON T1.zip = T2.zip_code WHERE T2.state = 'Maryland' AND T1.hometown IS NOT NULL AND T1.hometown <> '' AND T1.hometown <> T2.city AND T1.hometown <> T2.county AND T1.hometown <> T2.state AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip_code AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.hometown <> T2.zip AND T1.h",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 597,
-    "db_id": "codebase_community",
-    "pred_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Location = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name =",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Location = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name =\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT COUNT(T1.Id) FROM users AS T1 INNER JOIN badges AS T2 ON T1.Id = T2.UserId INNER JOIN country AS T3 ON T1.CountryId = T3.Id WHERE T3.Location = 'India' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name = 'Teacher' AND T2.Type = 'Badge' AND T2.Name =",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 45,
-    "db_id": "california_schools",
-    "pred_sql": "SELECT T1.School, AVG(T2.WritingScore) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.WritingScore ORDER BY T1.School, AVG(T2.WritingScore) DESC LIMIT 10 OFFSET 0",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T1.School, AVG(T2.WritingScore) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.WritingScore ORDER BY T1.School, AVG(T2.WritingScore) DESC LIMIT 10 OFFSET 0\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.School, AVG(T2.WritingScore) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.WritingScore ORDER BY T1.School, AVG(T2.WritingScore) DESC LIMIT 10 OFFSET 0\nSELECT T1.School, AVG(T2.WritingScore) FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T1.Administrator = 'Ricci Ulrich' GROUP BY T1.School, T2.WritingScore ORDER BY T",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 596,
-    "db_id": "codebase_community",
-    "pred_sql": "SELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN posts AS T2 ON T1.Id = T2.OwnerUserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10 WITH T2 ON T2.Id = T1.Id WHERE T2.Id IS NOT NULL AND T1.Id IS NOT NULL AND T1.Badge IS NOT NULL AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN posts AS T2 ON T1.Id = T2.OwnerUserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10 WITH T2 ON T2.Id = T1.Id WHERE T2.Id IS NOT NULL AND T1.Id IS NOT NULL AND T1.Badge IS NOT NULL AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.Id, T1.Badge FROM users AS T1 INNER JOIN posts AS T2 ON T1.Id = T2.OwnerUserId GROUP BY T1.Id ORDER BY COUNT(T2.Id) DESC LIMIT 1, 10 WITH T2 ON T2.Id = T1.Id WHERE T2.Id IS NOT NULL AND T1.Id IS NOT NULL AND T1.Badge IS NOT NULL AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T2.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1 ) AND T1.Id = ( SELECT UserId FROM posts GROUP BY UserId ORDER BY COUNT(Id) DESC LIMIT 1",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 444,
-    "db_id": "card_games",
-    "pred_sql": "SELECT DISTINCT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'boros' AND T1.type IS NOT NULL AND T1.foreign_name IS NOT NULL AND T1.type!= '' AND T1.foreign_name!= '' AND T1.type!= 'basic' AND T1.foreign_name!= 'common' AND T1.foreign_name!= 'rare' AND T1.foreign_name!='mythic' AND T1.foreign_name!= 'legendary' AND T1.foreign_name!= 'uncommon' AND T1.foreign_name!= 'rare' AND T1.fore",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT DISTINCT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'boros' AND T1.type IS NOT NULL AND T1.foreign_name IS NOT NULL AND T1.type!= '' AND T1.foreign_name!= '' AND T1.type!= 'basic' AND T1.foreign_name!= 'common' AND T1.foreign_name!= 'rare' AND T1.foreign_name!='mythic' AND T1.foreign_name!= 'legendary' AND T1.foreign_name!= 'uncommon' AND T1.foreign_name!= 'rare' AND T1.fore\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT DISTINCT T1.foreign_name, T1.type FROM cards AS T1 INNER JOIN watermarks AS T2 ON T1.id = T2.card_id WHERE T2.watermark = 'boros' AND T1.type IS NOT NULL AND T1.foreign_name IS NOT NULL AND T1.type!= '' AND T1.foreign_name!= '' AND T1.type!= 'basic' AND T1.foreign_name!= 'common' AND T1.foreign_name!= 'rare' AND T1.foreign_name!='mythic' AND T1.foreign_name!= 'legendary' AND T1.foreign_name!= 'uncommon' AND T1.foreign_name!= 'rare' AND T1.foreign",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 288,
-    "db_id": "toxicology",
-    "pred_sql": "SELECT T2.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= 'None' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T2.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= 'None' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T2.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR001_1' AND T2.label = '+' AND T2.label IS NOT NULL AND T2.label!= '' AND T2.label!='' AND T2.label!= 'None' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!= 'Unknown' AND T2.label!=",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 999,
-    "db_id": "formula_1",
-    "pred_sql": "SELECT T1.name FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN lapTimes AS T3 ON T2.result = T3.result WHERE T3.fastestLapTime IS NOT NULL ORDER BY T3.fastestLapTime LIMIT 1",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T1.name FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN lapTimes AS T3 ON T2.result = T3.result WHERE T3.fastestLapTime IS NOT NULL ORDER BY T3.fastestLapTime LIMIT 1\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T1.name FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN lapTimes AS T3 ON T2.result = T3.result WHERE T3.fastestLapTime IS NOT NULL ORDER BY T3.fastestLapTime LIMIT 1\nSELECT T1.name FROM races AS T1 INNER JOIN results AS T2 ON T1.raceId = T2.raceId INNER JOIN lapTimes AS T3 ON T2.result = T3.result WHERE T3.fastestLapTime IS NOT NULL ORDER BY T3.fastestLapTime LIMIT 1\nSELECT T1.name FROM races AS T1 INNER JOIN results AS T2 ON T",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 321,
-    "db_id": "toxicology",
-    "pred_sql": "SELECT T2.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T2.molecule IS NOT NULL AND T2.molecule <> '' AND T2.molecule <> 'None' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT T2.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T2.molecule IS NOT NULL AND T2.molecule <> '' AND T2.molecule <> 'None' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT T2.molecule FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.atom_id = 'TR000_2' OR T1.atom_id = 'TR000_4' AND T2.molecule IS NOT NULL AND T2.molecule <> '' AND T2.molecule <> 'None' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND T2.molecule <> 'Unknown' AND",
-    "repair_ok": false,
-    "repair_err": "NO_DB"
-  },
-  {
-    "qid": 580,
-    "db_id": "codebase_community",
-    "pred_sql": "SELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' LIMIT 10 ) ORDER BY DisplayName LIMIT 10 OFFSET 0",
-    "err": "NO_DB",
-    "repaired_sql": "SELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' LIMIT 10 ) ORDER BY DisplayName LIMIT 10 OFFSET 0\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' LIMIT 10 ) ORDER BY DisplayName LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' ) ORDER BY DisplayName LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' ) ORDER BY DisplayName LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Necromancer' ) ORDER BY DisplayName LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE Id IN ( SELECT UserId FROM badges WHERE Name = 'Nec",
+    "repaired_sql": "SELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0 ORDER BY DisplayName ASC LIMIT\n\n### ERROR ###\nNO_DB\n\n### SCHEMA ###\n\n\n### TASK ###\nRewrite the SQL into correct SQLite SQL.\nOutput ONLY SQL. No explanation.\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName FROM users WHERE badgeName = 'Necromancer' LIMIT 10 OFFSET 0\nSELECT DisplayName",
     "repair_ok": false,
     "repair_err": "NO_DB"
   }

training_loss.csv

@@ -1,19 +1,9 @@
 step,loss
-10,0.7542
-20,0.577
-30,0.4855
-40,0.4565
-50,0.4022
-60,0.3689
-70,0.3904
-80,0.3168
-90,0.3154
-100,0.2932
-110,0.271
-120,0.2744
-130,0.2637
-140,0.264
-150,0.2384
-160,0.2249
-170,0.2617
-180,0.2326
+10,0.7553
+20,0.5821
+30,0.4972
+40,0.473
+50,0.4252
+60,0.3939
+70,0.4247
+80,0.353

wrong_ids.json

@@ -1,14 +1,4 @@
 [
-  98,
-  1373,
-  597,
-  45,
-  596,
-  444,
-  288,
-  999,
-  321,
-  580,
   98,
   1373,
   597,