Datasets:

cds-jb
/

synthweb-qwen3.5-9b

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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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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 mania has not started yet and is building up momentum. The mania begins to build momentum when the skeptics have been silenced. In the internet boom, the skeptics' voices were drowned out by the sheer volume of web sites opening up to show how easy and fun they are to use, how cheap and effective the information s...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	In the case of today's crypto boom, there have been some amazing returns, but the skeptics have not been completely convinced by this point in the time. There are still some that believe that "cryptocurrencies are just fads, that the technology does not work" and that "the technology does not make sense" and "they wil...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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 Stage This is the first major point where the investment decisions change. As the product gets more familiar to the public, some people realize that it has potential. The idea stage has evolved to the early stage. It is a bit more tangible, which makes it easier for the public to understand, and the benefits...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	Some early investors are making decent returns in the crypto world, and are getting in more. But the general public is still wary. The Early Stage The next stage is the early stage. The early stage sees many new entrants in to the product, but the investment side may still be limited to those in the know. But now, som...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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 "Valley of Despair" Stage The mania is beginning to turn and is now entering a "Valley of Despair" stage. This is where many start to lose faith in the idea, and those who were invested begin to lose faith in the investment. The skeptics are now beginning to have second thoughts, as the hype is wearing off and th...	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	8	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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 Skeptic Stage With a few early adopters making money off the idea, the next stage of a mania is when the skeptics start to enter the market. This stage in a mania usually runs for some time, but the skeptics are usually the first group to get in, so there is some confidence in the idea. The skeptics are usually ve...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	This was the case with internet stocks back in the late 90's. The mania was not yet at fever pitch. But then, the next stage would take over. The Hype Stage The hype stage occurs when the public is now paying attention, and there is still a lot of fear but there is still a lot of greed. A great deal of the hype comes...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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 Stage As the technology becomes more mature, people are able to begin using the product. The benefits start to show. This is where the early adopters realize that the idea was indeed sound, but the timing was just wrong. As the technology becomes more widely used and understood, the product's value increases...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	At this stage, the price is still quite low, but this is also the point where people can look at the data and analyze the situation. The idea and development are still unproven. It is still too early to know the direction the business is going to take. The Hype Stage The hype stage is where the euphoria kicks in. 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	13	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	For this stage to advance into the next, there needs to be a catalyst that takes the investment into the next stage. 2. The Catalyst This is usually one company or one event that has the catalyst to take the investment into the euphoric phase of mania. This is usually a company that has done something great with its t...	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	14	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	22	61	447	921	1,368	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...	There are no new ideas at this point, and no new investors. This is just "the old guard" making some money. The Boom Stage As the idea matures into a more viable and useful product, the boom begins. There are several things that go together to help the boom stage develop. The first is better and better technology, the...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 calling on world leaders, including the Vatican, to protect religious minorities and freedom of worship in Turkey, citing recent arrests and restrictions on churches. In a statement, WEA called for an end to the "systematic targeting of Christian places of worship and th...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 ...	The Christian Post reported that Wycliffe had agreed to meet any standards set by the WEA for translations, and that the review was a routine one. "This is actually quite routine work we do," the spokesman said. The Assemblies of God's decision to delay its partnership renewal with Wycliffe Bible Translators has led t...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 International Council of Christians and Jews (IC) is hosting a gathering in Rome that will be attended by some 150 delegates. The gathering, titled "Christian Witness, a Challenge and an Opportunity," aims to "highlight the need and the challenges of witnessing to the Christian faith within the context of ...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	3	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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) called on leaders in the United States to "renew a strong sense of religious freedom for all people," on May 1. "The World Evangelical Alliance joins others in calling on the new U.S. administration to strengthen protections for the freedom of religion or belief for all peo...	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/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 Council of Churches is preparing a new statement on Christian unity and has appointed a committee to develop the text, the church body said. Called the "Fellowship in Diversity," it is meant to build on the 1965 document that was adopted in Jakarta, which is now 50 years old. "Christian unity is a re...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	5	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 Christian Church (Disciples of Christ) has announced that 16 of its congregations are leaving the denomination to join a new Christian Church. The new Christian Church, formed this week with 103 churches, was created to give the "uncomfortable" members of the Christian Church (Disciples of Christ) an optio...	null
fw_00306909_8c8055aa173acf5f	<urn:uuid:ddbf2589-e7d4-464c-b20d-e39a875c0b56>	http://www.christianpost.com/topics/wea/page1.html	CC-MAIN-2013-20	6	Qwen/Qwen3.5-9B	1	0.95	20	1	768	0.333333	10	27	347	697	1,044	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 has launched a new project called "Open Our Bibles," which aims to bring the Bible into 220 million homes in Muslim countries by distributing copies of the Bible in 5,000 mosques over the next seven years. Open Our Bibles is the brainchild of the World Evangelical Alliance's Musl...	null

End of preview. Expand in Data Studio

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

qwen3.5-9b-fineweb-rollouts-100k

Qwen3.5-9B (hybrid-attention / thinking-mode-capable) continuations of FineWeb prefixes — 100,000 source docs from HuggingFaceFW/fineweb (sample-10BT), with up to 15 rollouts per prefix. Mode-collapse-filtered AND detached-end-truncated.

Filtering pipeline

Pool: 98,827 FineWeb docs filtered to match the CoT-oracle length distribution (data_pipelines/fineweb_oracle/build_doc_pool.py).
Generation: Qwen3.5-9B (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 a rollout if it triggers any of:
- 12-gram word repetition ≥3× or any sentence repeated ≥3×
- CJK character leakage
- <think> or </think> tag emission
- assistant-tuning boilerplate openers
- line-loop: any normalized line (digits + whitespace stripped) repeated ≥10× (catches Q3.5-9B "100x ADVERTISING" / template-with-N variations / sock-knit arithmetic loops)
- markdown answer-key signature (**Correct Answer**, **Answer:**, **Reasoning:**) indicating the model emitted an assistant-mode answer block
- MCQ option pattern (3+ standalone A., B., *C., etc. lines)
- prefix-suffix verbatim overlap (≥200-char substring from the prefix re-appearing in the continuation's tail; catches "model copies its own context into output" pathologies)
- alien markdown structure (headers / 3+ bullets that the prefix didn't use)
Detached-end truncation: scan the kept continuation for the first match of any post-training-scaffold marker and TRUNCATE at that point. Markers include CoT openers, comprehension Q&A scaffolds, numbered MCQ, "Write a [X] script/essay/...", summary codas, and Q3.5-9B-specific **Correct Answer** blocks. The tail_truncated_at_marker column records the matching pattern (null if untouched).
Length floor: rollouts whose truncated continuation has fewer than 400 characters are dropped.

Source

7-shard generation on Slurm H200s, see data_pipelines/fineweb_oracle/runs/qwen35_9b_100k/*.summary.json for sampling configs and finish-reason distributions.

Notes on Q3.5-9B vs Q3-8B

Q3.5-9B is more capable in clean prose (better topic fidelity in the ~50-60% of docs that survive) but has a broader pathology repertoire that the new filter checks were added for:

Explicit <think> token emission (catches via THINK_RE)
Markdown answer-key formatting (**Correct Answer** …)
Catastrophic single-token-line loops ("ADVERTISING" × 100)
Self-prompted task injection ("Write a YouTube video script…")
Future-date hallucination (training cutoff bleed)
OCR noise propagation when the prefix is OCR-corrupted

Schema

One row per surviving rollout (same source fields as the generator's parquet) plus tail_truncated_at_marker column.

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