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Reasons to Hire a Professional Appraiser Professional appraisers offer services to residential real estate clients as well as commercial clients. An appraiser can help answer all the questions you have about pricing your property. You need to understand that pricing a home can be tricky without the help of an appraiser...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
Professional appraisers offer services to residential real estate clients as well as commercial clients. An appraiser can help answer all the questions you have about pricing your property. You need to understand that pricing a home can be tricky without the help of an appraiser. If you want to sell a home or get invol...
Professional appraisers offer services to residential real estate clients as well as commercial clients. An appraiser can help answer all the questions you have about pricing your property. You need to understand that pricing a home can be tricky without the help of an appraiser. If you want to sell a home or get invol...
google/gemma-4-E4B-it
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Professional appraisers offer services to residential real estate clients as well as commercial clients. An appraiser can help answer all the questions you have about pricing your property. You need to understand that pricing a home can be tricky without the help of an appraiser. If you want to sell a home or get invol...
true
0.655271
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How To Make Bone Broth In The Slow Cookerwhilst you’re, y’know, plotting your metabolism and immune system, and feature spectacular curative results on high, using very fresh, biological flavor of home made broth, the How To Make Bone Broth In The Slow Cooker? If using beef bones, then strain stock and discard them 1op...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
whilst you’re, y’know, plotting your metabolism and immune system, and feature spectacular curative results on high, using very fresh, biological flavor of home made broth, the How To Make Bone Broth In The Slow Cooker? If using beef bones, then strain stock and discard them 1opyright 2014 The Real Food Guide I went to...
whilst you’re, y’know, plotting your metabolism and immune system, and feature spectacular curative results on high, using very fresh, biological flavor of home made broth, the How To Make Bone Broth In The Slow Cooker? If using beef bones, then strain stock and discard them 1opyright 2014 The Real Food Guide I went to...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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whilst you’re, y’know, plotting your metabolism and immune system, and feature spectacular curative results on high, using very fresh, biological flavor of home made broth, the How To Make Bone Broth In The Slow Cooker? If using beef bones, then strain stock and discard them 1opyright 2014 The Real Food Guide I went to...
true
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Runtime: 156 mins Director: Paul Feig Cast: Melissa McCarthy, Kristen Wiig, Leslie Jones, Kate McKinnon, Chris Hemsworth, Neil Casey, Andy Garcia If there’s something strange in your neighbourhood, who you gonna call? Well until now it was Bill Murray, Dan Aykroyd and Harold Ramis, not now, as we have the reboot of the...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
If there’s something strange in your neighbourhood, who you gonna call? Well until now it was Bill Murray, Dan Aykroyd and Harold Ramis, not now, as we have the reboot of the 1984 classic with 4 woman in the leading roles. Despite the foreboding, this is a thoroughly enjoyable popcorn movie directed by Paul Feig whose ...
If there’s something strange in your neighbourhood, who you gonna call? Well until now it was Bill Murray, Dan Aykroyd and Harold Ramis, not now, as we have the reboot of the 1984 classic with 4 woman in the leading roles. Despite the foreboding, this is a thoroughly enjoyable popcorn movie directed by Paul Feig whose ...
google/gemma-4-E4B-it
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If there’s something strange in your neighbourhood, who you gonna call? Well until now it was Bill Murray, Dan Aykroyd and Harold Ramis, not now, as we have the reboot of the 1984 classic with 4 woman in the leading roles. Despite the foreboding, this is a thoroughly enjoyable popcorn movie directed by Paul Feig whose ...
true
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The Studio Assistant: Louise Nevelson & Teddy Haseltine Our June 25 sale of Contemporary Art features a run of prints by Louise Nevelson. Behind great artists are studio assistants equally devoted to their craft. For Nevelson one of those assistants was Teddy Haseltine. Meagan Gandolfo, one of our cataloguers for the p...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
The Studio Assistant: Louise Nevelson & Teddy Haseltine Our June 25 sale of Contemporary Art features a run of prints by Louise Nevelson. Behind great artists are studio assistants equally devoted to their craft. For Nevelson one of those assistants was Teddy Haseltine. Meagan Gandolfo, one of our cataloguers for the p...
The Studio Assistant: Louise Nevelson & Teddy Haseltine Our June 25 sale of Contemporary Art features a run of prints by Louise Nevelson. Behind great artists are studio assistants equally devoted to their craft. For Nevelson one of those assistants was Teddy Haseltine. Meagan Gandolfo, one of our cataloguers for the p...
google/gemma-4-E4B-it
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The Studio Assistant: Louise Nevelson & Teddy Haseltine Our June 25 sale of Contemporary Art features a run of prints by Louise Nevelson. Behind great artists are studio assistants equally devoted to their craft. For Nevelson one of those assistants was Teddy Haseltine. Meagan Gandolfo, one of our cataloguers for the p...
true
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Our research library is home to a large inventory of historical and genealogical books and publications. It contains books and publications from most if not all of the fifty states. We have many surname books, family history compilations, family folders, historical newspapers, military books and index publications, and...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
Our research library is home to a large inventory of historical and genealogical books and publications. It contains books and publications from most if not all of the fifty states. We have many surname books, family history compilations, family folders, historical newspapers, military books and index publications, and...
Our research library is home to a large inventory of historical and genealogical books and publications. It contains books and publications from most if not all of the fifty states. We have many surname books, family history compilations, family folders, historical newspapers, military books and index publications, and...
google/gemma-4-E4B-it
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Our research library is home to a large inventory of historical and genealogical books and publications. It contains books and publications from most if not all of the fifty states. We have many surname books, family history compilations, family folders, historical newspapers, military books and index publications, and...
true
0.229238
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The character in a first- or third-person game will often need some collision-based physics so that it doesn’t fall through the floor or walk through walls. Usually, though, the character’s acceleration and movement will not be physically realistic, so it may be able to accelerate, brake and change direction almost ins...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
The character in a first- or third-person game will often need some collision-based physics so that it doesn’t fall through the floor or walk through walls. Usually, though, the character’s acceleration and movement will not be physically realistic, so it may be able to accelerate, brake and change direction almost ins...
The character in a first- or third-person game will often need some collision-based physics so that it doesn’t fall through the floor or walk through walls. Usually, though, the character’s acceleration and movement will not be physically realistic, so it may be able to accelerate, brake and change direction almost ins...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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The character in a first- or third-person game will often need some collision-based physics so that it doesn’t fall through the floor or walk through walls. Usually, though, the character’s acceleration and movement will not be physically realistic, so it may be able to accelerate, brake and change direction almost ins...
true
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FREEDOM AND SAFETY Humanity has been fascinated by Mars since long before we stepped foot on the Moon. Our planetary neighbor has been the subject of innumerable works of sci-fi and inspired countless dreams of adventure and exploration. Now, after decades of determination, research, and scientific breakthroughs, we’re...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
Humanity has been fascinated by Mars since long before we stepped foot on the Moon. Our planetary neighbor has been the subject of innumerable works of sci-fi and inspired countless dreams of adventure and exploration. Now, after decades of determination, research, and scientific breakthroughs, we’re finally ready to d...
Humanity has been fascinated by Mars since long before we stepped foot on the Moon. Our planetary neighbor has been the subject of innumerable works of sci-fi and inspired countless dreams of adventure and exploration. Now, after decades of determination, research, and scientific breakthroughs, we’re finally ready to d...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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Humanity has been fascinated by Mars since long before we stepped foot on the Moon. Our planetary neighbor has been the subject of innumerable works of sci-fi and inspired countless dreams of adventure and exploration. Now, after decades of determination, research, and scientific breakthroughs, we’re finally ready to d...
true
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Loading map data, please wait. Rooted inPennsylvania's rural beginnings, this trail leads to pastoral landscapes from Colonial to recent history. Escaping into the sylvan settings is as simple as joining a tour. To truly live the history, you'll want to take part in special events throughout the year that recall the cr...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
Rooted inPennsylvania's rural beginnings, this trail leads to pastoral landscapes from Colonial to recent history. Escaping into the sylvan settings is as simple as joining a tour. To truly live the history, you'll want to take part in special events throughout the year that recall the craft and culinary heritage of ce...
Rooted inPennsylvania's rural beginnings, this trail leads to pastoral landscapes from Colonial to recent history. Escaping into the sylvan settings is as simple as joining a tour. To truly live the history, you'll want to take part in special events throughout the year that recall the craft and culinary heritage of ce...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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0.05618
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Rooted inPennsylvania's rural beginnings, this trail leads to pastoral landscapes from Colonial to recent history. Escaping into the sylvan settings is as simple as joining a tour. To truly live the history, you'll want to take part in special events throughout the year that recall the craft and culinary heritage of ce...
true
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"Casino Payouts Percentage\nCasino payouts or perhaps one of the\nmost complicated things to factor (...TRUNCATED)
{"chat_turns":["{{DOC}}\nExtract the longest contiguous, logical subset of the document that contain(...TRUNCATED)
"Casino payouts or perhaps one of the\nmost complicated things to factor in when playing competitive(...TRUNCATED)
"Casino payouts or perhaps one of the\nmost complicated things to factor in when playing competitive(...TRUNCATED)
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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"Casino payouts or perhaps one of the\nmost complicated things to factor in when playing competitive(...TRUNCATED)
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"Description: This is an abstract for the DIBELS 8th Edition Parent Letter, which summarizes, in let(...TRUNCATED)
{"chat_turns":["{{DOC}}\nExtract the longest contiguous, logical subset of the document that contain(...TRUNCATED)
"Description: This is an abstract for the DIBELS 8th Edition Parent Letter, which summarizes, in let(...TRUNCATED)
"Description: This is an abstract for the DIBELS 8th Edition Parent Letter, which summarizes, in let(...TRUNCATED)
google/gemma-4-E4B-it
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"Description: This is an abstract for the DIBELS 8th Edition Parent Letter, which summarizes, in let(...TRUNCATED)
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End of preview. Expand in Data Studio

Auto-Generated FastDetector Dataset

  • Model Name: google/gemma-4-E4B-it

  • Sampling Params (as sent to the engine): {"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}

  • Ignored Params (unsupported by this engine): None

  • Prompt File: prompts/filter_contiguous_subset.json

  • Total Train Prompts: 1

  • Source Dataset: G-reen/cc-re-2021-raw-sharded

  • Source Column: text

  • Target Num Samples: all

  • Dropped Samples (over length limit 15000 tokens): 70

  • Failed API Requests: 59

  • Total Input Tokens Processed: 81655129

  • Total Output Tokens Processed: 20110853

  • Total Runtime: 8001.56 seconds

  • Engine: vllm

Filtering Applied

  • Conditions: [ConditionConfig(column='is_loose_subset', operator='==', value=True), ConditionConfig(column='deviated_lines_proportion_quantile', operator='<', value=0.9), ConditionConfig(column='deviated_words_proportion_quantile', operator='<', value=0.9), ConditionConfig(column='deviated_characters_proportion_quantile', operator='<', value=0.9)]
  • Filter type: AND
  • Langdetect Threshold: 0.95
  • Config: shard_18
  • Rows before filter: 24930
  • Rows after filter: 19337
  • Rows trashed: 5593

Test-set deduplication (2026-09-05)

Every config (trashed configs included) was deduplicated against the human test set rounaksaha12/ai-det-test-human-refined (revision 5e6829d5). A row is removed, AI generation included, when its human text matches a test document by page URL, by normalised exact text, or by word 8-gram overlap (>= 100 shared distinct 8-grams with one test document, or coverage >= 0.2 of either side's 8-grams). Rows derived from a removed row of the parent filtered dataset are removed as well. Rows before: 498753. Removed: 31. Script: scripts/dedup_against_test.py.

Config Rows before Removed Rows after
shard_0 19370 2 19368
shard_0_trashed_data 5567 1 5566
shard_1 19225 0 19225
shard_1_trashed_data 5696 2 5694
shard_2 19395 2 19393
shard_2_trashed_data 5541 1 5540
shard_3 19340 0 19340
shard_3_trashed_data 5595 0 5595
shard_4 19404 0 19404
shard_4_trashed_data 5538 2 5536
shard_5 19378 0 19378
shard_5_trashed_data 5552 1 5551
shard_6 19380 0 19380
shard_6_trashed_data 5560 1 5559
shard_7 19409 0 19409
shard_7_trashed_data 5535 1 5534
shard_8 19375 1 19374
shard_8_trashed_data 5577 2 5575
shard_9 19326 1 19325
shard_9_trashed_data 5611 0 5611
shard_10 19454 0 19454
shard_10_trashed_data 5491 0 5491
shard_11 19390 1 19389
shard_11_trashed_data 5554 0 5554
shard_12 19441 1 19440
shard_12_trashed_data 5494 0 5494
shard_13 19292 0 19292
shard_13_trashed_data 5631 2 5629
shard_14 19361 2 19359
shard_14_trashed_data 5574 0 5574
shard_15 19421 0 19421
shard_15_trashed_data 5522 1 5521
shard_16 19411 1 19410
shard_16_trashed_data 5532 0 5532
shard_17 19273 0 19273
shard_17_trashed_data 5667 1 5666
shard_18 19337 1 19336
shard_18_trashed_data 5593 2 5591
shard_19 19358 1 19357
shard_19_trashed_data 5583 1 5582
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