Datasets:

cds-jb
/

synthweb-qwen3-8b

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fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	0	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The early investments are usually in the form of stock options, capital and grants. In the case of web 2.0 and the early internet, the investments in the early stage included venture capital funding to create the infrastructure, build the product and create the initial market. In the cryptocurrency world, initial inve...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	1	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The late 90's had the initial idea of the internet. The first web sites that had the idea were not very good and very few. So it wasn't too big of a deal. The same is true for today with the idea of cryptocurrency, where the idea is still in its infancy. In this stage, the mania is just starting to build, but not yet ...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	2	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The next stage is usually referred to as the "early" phase. The Early Stage The early stage is when the idea becomes slightly more prominent. It may have gone through initial trials and the initial skepticism begins to subside. The idea is being recognized by more people, but still there is not enough to spark a mania...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	3	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The early investors, often those with more knowledge, are making these early investment decisions with caution. In the cryptocurrency world, the early days were about the idea of using a decentralized system to make payments. Some early investors were involved in the project from the ground up. They had no idea of the...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	4	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The early investors are more patient and take a long-term view. This is the point in the cycle where people start looking around and trying to figure out if this idea is worth investing in. The investors may be in the form of angels, or venture capital firms, or the companies themselves. The second stage of the mania,...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	5	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The idea is still seen as a risky bet. The mania is not in full swing yet, but the building blocks of the mania are being laid by early investors who have seen the potential. The Growth Stage The mania enters the growth stage once the idea has started to gain traction and the initial investors are making money. This i...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	6	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The same can be said for cryptocurrencies. The first projects were rudimentary, and it wasn't obvious to the masses how they could be useful. The early investors were the developers, the early adopters and the people who thought the idea was worth investing in. However, they didn't get massive returns yet and the mass...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	7	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The second stage of the mania starts when the idea has proven to be real. People who had doubted the idea are now starting to take notice. The first real success stories start to emerge, even though they are still small in scale. The question now is, "If this is working, could this scale up and work on a larger scale?...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	9	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The first stage is very slow, with no real investment frenzy yet. The next stage in the mania is the growth stage, also referred to as the "Hype Stage". At this point, the idea has been proven to have real value. People are seeing that the idea is working and has potential. The hype and buzz is getting big. The media ...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	10	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The first investments were in companies like Netscape, which later on saw great success, but in the early days were unremarkable. The first investments in the cryptocurrency world would be the original Bitcoin white paper and the people who got in on the early coins. The second stage of the mania is the growth phase. ...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	11	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The first web sites didn't have the same "click here for everything" that we have now, but they had the potential and the vision. There were some early successes. It is also possible to have some failures in the idea stage. The early stage is more of a proving ground to see if the idea can survive the test of time and...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	12	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The late 90's was a case in point where early investments made significant returns, but the majority of the public did not invest in those early stages. The second stage of the mania is where things start to take off. There is increased investment, more interest from the public and more media attention. This is where ...	null
fw_00207129_d5c73cd2525564a6	<urn:uuid:587be562-db5c-44be-a25c-8f00c2db819e>	https://www.gunbot.xyz/2018/11/the-stages-of-market-mania.html	CC-MAIN-2022-21	13	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	22	61	447	922	1,369	768	length	What is a mania? It is defined as mental illness characterized by great excitement, euphoria, delusions and overactivity. In investing, this translates into investment decisions being driven by fear and greed without being tempered with analysis, reason or balance of risk and reward outcomes. The mania is usually runni...	This is analogous to the slow internet connections of the 1990's, internet sites crashing or information being incorrect on search engines. In the cryptocurrency world, it is being witnessed by high mining costs for coins, slow transaction times and hacking or theft of accounts. Word starts to get out that this interne...	The next stage is the excitement stage, which is when the mania truly starts to take hold. During this time, the idea gets the attention of the masses. People in the media begin to report on the idea, which makes it into the public consciousness. The internet became part of the mainstream. People were reading about it...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	0	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	10	27	348	699	1,047	768	length	The World Evangelical Alliance (WEA) congratulated Pope Francis for being elected the new leader of the Roman Catholic Church and said it hopes to continue positive dialogue together. The Rev. Dr. Geoff Tunnicliffe, secretary general of WEA, which represents more than 600 million evangelical Christians, extended his "w...	more >> NEW YORK -- The World Evangelical Alliance's (WEA) representative to the United Nations suggests that Christians and the global agency share similar goals of making the world a better place by working to eradicate hunger, poverty and diseases, and that the wold's poor and most vulnerable could be better served ...	more >> The U.S. bishops’ conference is pushing for a new effort in the U.S. to protect religious freedom, which could lead to legislation. The conference, known as the United States Conference of Catholic Bishops (USCCB), announced a new initiative called the “Protect Religious Freedom Initiative” to “defend the righ...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	1	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	10	27	348	699	1,047	768	length	The World Evangelical Alliance (WEA) congratulated Pope Francis for being elected the new leader of the Roman Catholic Church and said it hopes to continue positive dialogue together. The Rev. Dr. Geoff Tunnicliffe, secretary general of WEA, which represents more than 600 million evangelical Christians, extended his "w...	more >> NEW YORK -- The World Evangelical Alliance's (WEA) representative to the United Nations suggests that Christians and the global agency share similar goals of making the world a better place by working to eradicate hunger, poverty and diseases, and that the wold's poor and most vulnerable could be better served ...	more >> Wycliffe Bible Translators is facing increasing pressure from evangelical leaders, including the Assemblies of God and World Evangelical Alliance, to alter their translation policies. The controversy centers around the use of terms such as "Father" and "Son" in translations of the New Testament and Old Testame...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	2	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	10	27	348	699	1,047	768	length	The World Evangelical Alliance (WEA) congratulated Pope Francis for being elected the new leader of the Roman Catholic Church and said it hopes to continue positive dialogue together. The Rev. Dr. Geoff Tunnicliffe, secretary general of WEA, which represents more than 600 million evangelical Christians, extended his "w...	more >> NEW YORK -- The World Evangelical Alliance's (WEA) representative to the United Nations suggests that Christians and the global agency share similar goals of making the world a better place by working to eradicate hunger, poverty and diseases, and that the wold's poor and most vulnerable could be better served ...	more >> The World Evangelical Alliance (WEA) is considering whether to support the 2017 global partnership to expand internet access as part of its new global mission strategy. The global partnership is called Internet for All, launched last year by the World Economic Forum and the World Bank, which aims to provide in...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	4	Qwen/Qwen3-8B	1	0.95	20	1	768	0.333333	10	27	348	699	1,047	768	length	The World Evangelical Alliance (WEA) congratulated Pope Francis for being elected the new leader of the Roman Catholic Church and said it hopes to continue positive dialogue together. The Rev. Dr. Geoff Tunnicliffe, secretary general of WEA, which represents more than 600 million evangelical Christians, extended his "w...	more >> NEW YORK -- The World Evangelical Alliance's (WEA) representative to the United Nations suggests that Christians and the global agency share similar goals of making the world a better place by working to eradicate hunger, poverty and diseases, and that the wold's poor and most vulnerable could be better served ...	more >> The World Evangelical Alliance is seeking a new president after its current leader, Dr. Richard Land, said he will step down at the end of 2015. Land's 13-year tenure at the helm of the WEA has been marked by controversy, including the organization's response to the recent sex abuse scandals in the Catholic Ch...	null

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Check out the documentation for more information.

qwen3-8b-fineweb-rollouts-100k

Qwen3-8B continuations of FineWeb prefixes — 100,000 source docs from HuggingFaceFW/fineweb (sample-10BT), with up to 15 rollouts per prefix. Mode-collapse filtered AND truncated at detached-end markers (CoT scaffold / comprehension Q&A / summary coda — patterns that indicate Qwen3-8B has switched out of "continuing FineWeb prose" into post-training scaffold modes).

Filtering pipeline

Pool: 98,827 FineWeb docs filtered to match the CoT-oracle length distribution (data_pipelines/fineweb_oracle/build_doc_pool.py).
Generation: Qwen3-8B (BF16, vLLM 0.20.0) generates 15 rollouts per doc with temperature=1.0, top_p=0.95, top_k=20, max_new_tokens=768.
Mode-collapse filter drops rollouts triggering any of: 12-gram word repetition ≥3×, CJK leakage, <think> tag, assistant boilerplate openers, alien markdown structure.
Detached-end truncation: scan the kept continuation for the first match of any post-training-scaffold marker (e.g. "Okay, let me", "Based on the article", "Question:", numbered MCQ, summary coda) and TRUNCATE generated_text at that point. The tail_truncated_at_marker column records which pattern matched (null if no truncation).
Length floor: rollouts whose truncated continuation has fewer than 400 characters are dropped (too short to be useful for activation probing).

Schema (one row per surviving rollout)

Same as the source parquet, plus:

tail_truncated_at_marker (str|null): regex pattern that triggered the truncation, or null if the continuation was kept whole.

generated_text is the (possibly truncated) continuation. Use this column for activation-oracle probe construction.

Why truncate rather than drop

Many Qwen3-8B continuations are perfectly fine FineWeb-style prose for the first ~200-400 tokens and only later drift into a comprehension-Q&A or chain-of-thought tail (a fingerprint of Qwen3-8B's post-training data). Dropping the whole rollout loses useful prose; truncating at the boundary keeps the clean portion.

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