Datasets:

jgeuter
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ShareGPT-Qwen3-4B-T0.6-Thinking-Regen

conversations listlengths 3 121	id stringlengths 9 11
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "You are now an imaginary expert business investigator. I am going to send you many rows of data. Each batch of row's will be sent to you and you may only reply \"Received.\" Save any analysis or insights for after you've ...	J410gdS_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "can you coach me through each of these points?", "role": "user" }, { "role": "assistant", "content": "\n\nOf course! Could you please share the specific points or topics you'd like me to coach you through?...	JBpeXcJ_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "The phase in the cardiac cycle in which the heart relaxes between contractions is known as", "role": "user" }, { "role": "assistant", "content": "\n\nThe phase in the cardiac cycle in which the heart relax...	5eBDPLM_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Write a tweet-length commentary on an issue of importance and relevance today.", "role": "user" }, { "role": "assistant", "content": "\n\n\"The UN warns we're on track for 2.8°C warming by 2100, not 1.5°C....	CYVuQdU_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "You can only get answer from the choices I give. But try to explain your choice. The man was eating lunch, but rushed when he looked at his watch, why did he rush?. Make the most suitable choice from these : gain weight, ...	fr02yt9_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "write an intro paragraph to a mystery novel in 200 words", "role": "user" }, { "role": "assistant", "content": "\n\nThe rain had been falling for hours, a relentless curtain of gray that blurred the edges ...	7Xh1FV7_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Can you paraphrase this? \n\n[LeBron James is an American professional basketball player who was born on December 30, 1984, in Akron, Ohio. He rose to fame during his high school basketball career, and was drafted first o...	kIYj22T_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "April 27, 2022\n\nBuilding the Discovery Engine\n\nIn this note I want to introduce the concept of Facebook as a “discovery engine,” which is a helpful mental model to frame the current focus of our long-term strategy. It...	d3oNlx4_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Web search results:\n\n[1] \"The Model 3 Performance variant saw a price cut of $9,000 to $53,990. Tesla also dropped the price for the Model Y Long Range by $13,000 to $52,990 while the Performance model was cut to $56,9...	GyA0yxl_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "What about now? \n\n----- Most Probable Topic: 0 -----\n1173 I am looking forward to delivering my ‘Academic Writing: Reduce Anxiety’ workshop at the White Rose Doctoral Training Partnership Annual conference tomorrow 👍 ...	mWFmQxk_32
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "create 5 title headlines about South Korea plans to launch the sixth generation network service in 2028, two years earlier than its original schedule, in a bid to secure an early dominance of the future wireless frequenci...	hmQcbrN_10
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Explain quantum computing in simple terms", "role": "user" }, { "role": "assistant", "content": "\n\nSure! Here's a simple explanation of quantum computing:\n\nClassical Computers vs. Quantum Computers...	IaL3bvQ_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Please compose a humorous poem to my friend and Hare Krishna devotee, Sruti Sagar, who is the temple president of Krishna house and tells silly jokes and puns why I will probably forget his birthday this year. In the styl...	AgmrRcN_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "equivalent of \\_\\_dirname in node es module", "role": "user" }, { "role": "assistant", "content": "\n\nIn Node.js ES modules, the equivalent of `__dirname` is still available and works the same way a...	hMrUYgK_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "I want you to act as a content template author at a large company. I will provide you with a desired type of content template to write and the person who will use this template. My first request is \"I need help creating ...	QsquGKx_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Which hero is the best in Heroes of Might and Magic 3?", "role": "user" }, { "role": "assistant", "content": "\n\nIn Heroes of Might and Magic 3, the \"best\" hero is highly dependent on your playstyle...	4Wwxlin_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "You are are now GameGPT, you review games and are not afraid to give you honest opinion. You dont like Escape from Tarkov and I want you to write a persuasive piece trying to persuade people as to why it is a bad game. Do...	jpxZ990_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "HI can you please read this and say \"OK\"...\n\nINFOMAIL 1\n\nTimeline\n\n(8 July - amour (piano) - out already)\n\n18 Nov: ouessant (piano) - Single 2 (no EP announcement)\n\n20-29 Jan: Concerts in Toronto, NYC & Quebec...	ffsHoYB_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "This is about Blog site Though Tide", "role": "user" }, { "role": "assistant", "content": "\n\nIt seems like you might be referring to a blog or website called \"Though Tide\", but the term is a bit un...	JCbDVeG_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Write down some points of script structure, list points,\nAbout videography for businesses", "role": "user" }, { "role": "assistant", "content": "\n\nHere are key points for structuring a script for busine...	kvKDA9h_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "hi", "role": "user" }, { "role": "assistant", "content": "\n\nHello! How can I assist you today? 😊", "reasoning_content": "\nOkay, the user said \"hi\". I need to respond appropriately. Since they're ...	OkzJm9q_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "I looked up some information on When is the next world cup? and found some interesting results. According to the web search results I found on 2/26/2023, there's a lot of information available on this topic. For example, ...	RrbIEKo_2
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "HI can you please read this and say \"OK\"...\n\nINFOMAIL 1\n\nTimeline\n\n(8 July - amour (piano) - out already)\n\n18 Nov: ouessant (piano) - Single 2 (no EP announcement)\n\n20-29 Jan: Concerts in Toronto, NYC & Quebec...	sCFErnY_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Create 10 awesome, clickbait, clear, very short headlines that is about christmas vacation packages", "role": "user" }, { "role": "assistant", "content": "\n\n1. **Last Chance! Christmas Vacation Packages ...	j8oKg53_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "OK, got it. Then, please solve one problem using only a plastic duck and toilet paper rolls, however small scale the problem solved.", "role": "user" }, { "role": "assistant", "content": "\n\n**Problem Sol...	jrcBoEV_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Decorte is a company that is building a machine learning-based platform that will allow devices with a microphone to detect heart beats. This novel technology can be used to identify heart conditions non-invasively and at...	2dg5YzE_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "What could I make to eat if all I have is bread, hot sauce, peanut butter, and pineapples?", "role": "user" }, { "role": "assistant", "content": "\n\nHere are some creative and simple dishes you can make w...	wFjW3MY_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "write a screenplay of the pokemon Amoongus and Darmanitan working together to carry their friends to victory against extremely tough opponents despite terrible odds. They are working to avenge their fallen friend, Archeop...	cBRolv5_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Make a recipe from ground beef, tomatoes, bananas, potatoes. No garlic.", "role": "user" }, { "role": "assistant", "content": "\n\nBanana Tomato Beef and Potato Casserole \nA creamy, flavorful dish th...	1acAAyV_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "what are the best tech stack for web app development using python", "role": "user" }, { "role": "assistant", "content": "\n\nWhen building a web app using Python, the choice of tech stack depends on your p...	hEh3QCG_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "Give these colors an appropriate name based on their hex value\n\n#00aeef, #F38321\", #ffcb05, #f58220, #6ad178, #176922, #f15a22, #eeb024, #00338d, #0066b3, #fffac2", "role": "user" }, { "role": "assistant", ...	kkzJOUc_0
[ { "content": "You are a helpful assistant.", "role": "system" }, { "content": "can you recommend a car for 2 women who do not drive all that often but do want the freedom of having a car", "role": "user" }, { "role": "assistant", "content": "\n\nFor two women who don’t drive frequent...	yJEzrkS_0

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ShareGPT — Qwen3-4B Thinking Regeneration (T0.6, 32k budget)

This dataset contains 36,315 ShareGPT conversations with assistant responses regenerated by Qwen/Qwen3-4B in thinking mode. User prompts are retained; each regenerated assistant turn includes its reasoning in reasoning_content and its final answer in content.

The prompt set (system and user messages, including the "You are a helpful assistant." system turn) is exactly the one of TY233/ShareGPT-Qwen3-4B-T0.7-NonThinking-Regen (36,936 conversations), so the two datasets form a thinking/non-thinking pair over shared prompts.

Generation

Parameter	Value
Model	Qwen/Qwen3-4B
Model revision	`1cfa9a7208912126459214e8b04321603b3df60c`
Thinking	Enabled
Temperature	0.6
Top-p	0.95
Top-k	20
Min-p	0.0
Maximum new tokens per assistant turn	32,768

Sampling follows the Qwen3 model card's recommended settings for thinking mode. The 32,768-token budget leaves reasoning traces uncapped in practice (about 0.2% of turns reach it), so the dataset reflects the model's full thinking-length distribution.

Relation to TY233/ShareGPT-Qwen3-4B-T0.7-Thinking-Regen: same model and prompt source, but that dataset uses the non-thinking sampling settings (temperature 0.7, top-p 0.8) and a 4,096-token generation budget, which truncates and filters out longer reasoning traces. This dataset uses the thinking-mode recommended sampling and an effectively unconstrained budget.

Filtering

Of the 36,936 input conversations, 36,315 (98.3%) were regenerated successfully and are released here. A conversation is retained only if every assistant turn has non-empty content and non-empty reasoning_content and neither field contains residual <think>/</think> markers. The 621 dropped conversations: 371 exceeded the model's 40,960-token context window with the 32k generation budget, 228 produced an empty field in at least one turn (mostly generations that hit the token budget mid-reasoning), 21 request timeouts, and 1 malformed input row. Retained conversations follow the input order. Conversation identifiers are unique; user and system messages are unchanged from the inputs.

Format

data/train.jsonl contains one conversation per line, with an id and a conversations list. Each message has role and content; assistant messages additionally contain reasoning_content.

These are model-generated responses, not verified reasoning traces or correctness annotations.

Token-length statistics (Qwen3-4B tokenizer)

Full conversation (prompt + all turns incl. reasoning), from a 495-conversation pilot with identical settings: p50 ≈ 4.1k, p90 ≈ 10.4k, p95 ≈ 13.4k, p99 ≈ 20.4k tokens. Thinking roughly doubles sequence lengths relative to the non-thinking counterpart.

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