TR-HASH 0.5B Research Release
Collection
Research release for TR-HASH 0.5B: base and SFT models, post-training data, demos, and supporting artifacts. • 4 items • Updated
example_id stringlengths 39 53 | task stringclasses 15
values | mode stringclasses 1
value | difficulty stringclasses 3
values | domain stringclasses 86
values | language stringclasses 1
value | split stringclasses 1
value | messages listlengths 2 4 | prompt stringlengths 5 670 | response stringlengths 4 2.2k | reasoning_envelope bool 2
classes | reasoning_trace stringlengths 0 228 | final_response stringlengths 4 2.2k | source_representation stringlengths 2.1k 23k | source stringclasses 1
value | license stringclasses 1
value | version stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
v2:casual_conversation:0000a02a06fd3a96aaf4b4b8 | casual_conversation | chat | easy | bullet_constraints | en | train | [
{
"role": "user",
"content": "Produce a three-item bullet list with no closing prose. It must assign Amina, require them to summarize the handoff memo, and include confirmation by Thursday evening."
},
{
"role": "assistant",
"content": "- Owner: Amina\n- Task: summarize the handoff memo\n- Check... | Produce a three-item bullet list with no closing prose. It must assign Amina, require them to summarize the handoff memo, and include confirmation by Thursday evening. | - Owner: Amina
- Task: summarize the handoff memo
- Check: Amina confirms the handoff memo by Thursday evening | false | - Owner: Amina
- Task: summarize the handoff memo
- Check: Amina confirms the handoff memo by Thursday evening | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["emit_exact_bullets"], "answ... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00012d00f65e8de872442595 | casual_conversation | chat | medium | sequence_ordering | en | train | [
{
"role": "user",
"content": "Sort these values from smallest to largest: one thousand two hundred sixty-two, two thousand seven hundred thirty-four, fifty-two."
},
{
"role": "assistant",
"content": "The sequence is 52, 1262, 2734. Adjacent values differ by one thousand two hundred ten and one t... | Sort these values from smallest to largest: one thousand two hundred sixty-two, two thousand seven hundred thirty-four, fifty-two. | The sequence is 52, 1262, 2734. Adjacent values differ by one thousand two hundred ten and one thousand four hundred seventy-two. | false | The sequence is 52, 1262, 2734. Adjacent values differ by one thousand two hundred ten and one thousand four hundred seventy-two. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00023c0e6241cd47216681e4 | casual_conversation | chat | easy | addition | en | train | [
{
"role": "user",
"content": "Calculate forty-eight plus sixty-nine."
},
{
"role": "assistant",
"content": "It comes to one hundred seventeen. Take away sixty-nine and forty-eight remains."
}
] | Calculate forty-eight plus sixty-nine. | It comes to one hundred seventeen. Take away sixty-nine and forty-eight remains. | false | It comes to one hundred seventeen. Take away sixty-nine and forty-eight remains. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00024e54b762ecc4d34b5e55 | casual_conversation | chat | medium | subtraction | en | train | [
{
"role": "user",
"content": "What remains after taking forty-four away from one hundred forty-five?"
},
{
"role": "assistant",
"content": "The remainder is one hundred one; it reaches one hundred forty-five when forty-four is restored."
}
] | What remains after taking forty-four away from one hundred forty-five? | The remainder is one hundred one; it reaches one hundred forty-five when forty-four is restored. | false | The remainder is one hundred one; it reaches one hundred forty-five when forty-four is restored. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00029b60421e782f24b7f7ff | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are fifty-one parcels for the delivery. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is fifty-one parcels."
},
{
"role": "user",
"content": "And with forty-five more?"
},
{
"role": "assistant... | And with forty-five more? | That would make ninety-six parcels. | false | That would make ninety-six parcels. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00037e26f019a5f820a26684 | casual_conversation | chat | easy | social_closing | en | train | [
{
"role": "user",
"content": "That's everything I needed for the cleaned-up notes. I'm going to start the next task now."
},
{
"role": "assistant",
"content": "Glad that is settled. Take care, and good luck with the cleaned-up notes."
}
] | That's everything I needed for the cleaned-up notes. I'm going to start the next task now. | Glad that is settled. Take care, and good luck with the cleaned-up notes. | false | Glad that is settled. Take care, and good luck with the cleaned-up notes. | {"allowed_answer_thinking_edges": [["answer-direct-5", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-3", "answer-direct-5"]], "answer_functions": ["close_conversation_answer_5"], "answer_plan": "answer-direct-5", "answer_subcards": ["Glad that is settled. Take care, and good luck with the cleaned-... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0005c6d0072bce6096fba417 | casual_conversation | chat | easy | instruction_formatting | en | train | [
{
"role": "user",
"content": "Reply with only these words, separated by commas: green, bronze, scarlet."
},
{
"role": "assistant",
"content": "green, bronze, scarlet"
}
] | Reply with only these words, separated by commas: green, bronze, scarlet. | green, bronze, scarlet | false | green, bronze, scarlet | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["formatted_answer_only"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00090beadd9968c70d6efdd6 | casual_conversation | chat | easy | social_greeting | en | train | [
{
"role": "user",
"content": "Hello! Let's work on a decision between two options during a quiet break, if you're available."
},
{
"role": "assistant",
"content": "Hi there! Share a decision between two options, and I'll help you move it forward."
}
] | Hello! Let's work on a decision between two options during a quiet break, if you're available. | Hi there! Share a decision between two options, and I'll help you move it forward. | false | Hi there! Share a decision between two options, and I'll help you move it forward. | {"allowed_answer_thinking_edges": [["answer-direct-8", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-9", "answer-direct-8"]], "answer_functions": ["friendly_greeting_with_help_answer_8"], "answer_plan": "answer-direct-8", "answer_subcards": ["Hi there! Share a decision between two options, and I'l... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00090fd52e31fe35e9293f9f | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are forty-five parcels for the delivery. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is forty-five parcels."
},
{
"role": "user",
"content": "Add three to that—what is the new total?"
},
{
"... | Add three to that—what is the new total? | That would make forty-eight parcels. | false | That would make forty-eight parcels. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:000b1b43aff598bc1659a74b | casual_conversation | chat | easy | social_help | en | train | [
{
"role": "user",
"content": "I could use a hand to rewrite a sentence more clearly with a concise answer."
},
{
"role": "assistant",
"content": "Yes—I can help you rewrite a sentence more clearly with a concise answer. Send me the material you have."
}
] | I could use a hand to rewrite a sentence more clearly with a concise answer. | Yes—I can help you rewrite a sentence more clearly with a concise answer. Send me the material you have. | false | Yes—I can help you rewrite a sentence more clearly with a concise answer. Send me the material you have. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-2", "answer-direct-0"]], "answer_functions": ["ask_for_help_answer_0"], "answer_plan": "answer-direct-0", "answer_subcards": ["Yes\u2014I can help you rewrite a sentence more clearly with a concise... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:000b9846203deca3f9dc5412 | casual_conversation | chat | easy | addition | en | train | [
{
"role": "user",
"content": "Combine seven with sixty-five. What is the total?"
},
{
"role": "assistant",
"content": "Together they make seventy-two. Subtracting seven leaves sixty-five."
}
] | Combine seven with sixty-five. What is the total? | Together they make seventy-two. Subtracting seven leaves sixty-five. | false | Together they make seventy-two. Subtracting seven leaves sixty-five. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:000c04ac42e4b084b707cbb0 | casual_conversation | chat | easy | multiplication | en | train | [
{
"role": "user",
"content": "Find the product of sixty-one and ten."
},
{
"role": "assistant",
"content": "It equals six hundred ten. Split that into sixty-one groups and each has ten."
}
] | Find the product of sixty-one and ten. | It equals six hundred ten. Split that into sixty-one groups and each has ten. | false | It equals six hundred ten. Split that into sixty-one groups and each has ten. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:000ca1c514f4462b4311cf3a | casual_conversation | chat | medium | sequence_ordering | en | train | [
{
"role": "user",
"content": "Put one thousand three hundred sixty, two thousand six hundred twenty-five, and two hundred forty-three in ascending order."
},
{
"role": "assistant",
"content": "The sequence is 243, 1360, 2625. Adjacent values differ by one thousand one hundred seventeen and one t... | Put one thousand three hundred sixty, two thousand six hundred twenty-five, and two hundred forty-three in ascending order. | The sequence is 243, 1360, 2625. Adjacent values differ by one thousand one hundred seventeen and one thousand two hundred sixty-five. | false | The sequence is 243, 1360, 2625. Adjacent values differ by one thousand one hundred seventeen and one thousand two hundred sixty-five. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00100c5d71ac878a2e4b751e | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are twenty-five tickets for the event. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is twenty-five tickets."
},
{
"role": "user",
"content": "What if another seventeen arrive?"
},
{
"role": "... | What if another seventeen arrive? | That would make forty-two tickets. | false | That would make forty-two tickets. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00108cefd7b15d6f744317df | casual_conversation | chat | medium | sequence_ordering | en | train | [
{
"role": "user",
"content": "Which ascending sequence is formed by one thousand three hundred sixty-five, two thousand one hundred forty-six, and six hundred sixty-two?"
},
{
"role": "assistant",
"content": "662, 1365, 2146. The successive gaps are seven hundred three and seven hundred eighty-o... | Which ascending sequence is formed by one thousand three hundred sixty-five, two thousand one hundred forty-six, and six hundred sixty-two? | 662, 1365, 2146. The successive gaps are seven hundred three and seven hundred eighty-one. | false | 662, 1365, 2146. The successive gaps are seven hundred three and seven hundred eighty-one. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:001099b3bdee5b0f1ea75f99 | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are seventy-three tickets for the event. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is seventy-three tickets."
},
{
"role": "user",
"content": "Add three to that—what is the new total?"
},
{
... | Add three to that—what is the new total? | That would make seventy-six tickets. | false | That would make seventy-six tickets. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:001481b4b6082bfa192d473d | casual_conversation | chat | easy | sentence_constraints | en | train | [
{
"role": "user",
"content": "Create a two-sentence instruction—no heading. Sentence one assigns Diego to organize the risk register. Sentence two records Friday morning and confirmation."
},
{
"role": "assistant",
"content": "Diego will organize the risk register. The work is due Friday morning... | Create a two-sentence instruction—no heading. Sentence one assigns Diego to organize the risk register. Sentence two records Friday morning and confirmation. | Diego will organize the risk register. The work is due Friday morning, and Diego will confirm completion. | false | Diego will organize the risk register. The work is due Friday morning, and Diego will confirm completion. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["emit_two_sentences"], "answ... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00174f76e407bc4342e8b90e | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are forty-six notebooks for the workshop. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is forty-six notebooks."
},
{
"role": "user",
"content": "Add thirteen to that—what is the new total?"
},
{
... | Add thirteen to that—what is the new total? | That would make fifty-nine notebooks. | false | That would make fifty-nine notebooks. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0018089054a19dfc51513a7f | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are forty-two parcels for the delivery. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is forty-two parcels."
},
{
"role": "user",
"content": "Add twenty-two to that—what is the new total?"
},
{
... | Add twenty-two to that—what is the new total? | sixty-four parcels. | false | sixty-four parcels. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0018a97ac5d6ce66077d1f78 | casual_conversation | chat | easy | instruction_formatting | en | train | [
{
"role": "user",
"content": "Return lilac, gray, and mint as one comma-separated line."
},
{
"role": "assistant",
"content": "lilac, gray, mint"
}
] | Return lilac, gray, and mint as one comma-separated line. | lilac, gray, mint | false | lilac, gray, mint | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["formatted_answer_only"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:001cd9bf47fa732a47a0fd1f | casual_conversation | chat | easy | instruction_formatting | en | train | [
{
"role": "user",
"content": "Return blue, ochre, and violet as one comma-separated line."
},
{
"role": "assistant",
"content": "blue, ochre, violet"
}
] | Return blue, ochre, and violet as one comma-separated line. | blue, ochre, violet | false | blue, ochre, violet | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["formatted_answer_only"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:001f490bac295ae2e97bec81 | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are forty-seven notebooks for the workshop. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is forty-seven notebooks."
},
{
"role": "user",
"content": "How many would there be after seventeen more?"
}... | How many would there be after seventeen more? | That would make sixty-four notebooks. | false | That would make sixty-four notebooks. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:001f64c5faa21d28c0fcb170 | casual_conversation | chat | easy | length_constraints | en | train | [
{
"role": "user",
"content": "Express this assignment in precisely 9 words: Iris, organize the meeting agenda, deadline Friday morning. No preface."
},
{
"role": "assistant",
"content": "Iris will organize the meeting agenda by Friday morning."
}
] | Express this assignment in precisely 9 words: Iris, organize the meeting agenda, deadline Friday morning. No preface. | Iris will organize the meeting agenda by Friday morning. | false | Iris will organize the meeting agenda by Friday morning. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["emit_exact_word_count"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0020417d34035147d9e41036 | casual_conversation | chat | easy | numerical_comparison | en | train | [
{
"role": "user",
"content": "Between one hundred fifty-nine and eleven, what is the greater value?"
},
{
"role": "assistant",
"content": "Choose one hundred fifty-nine; it exceeds eleven."
}
] | Between one hundred fifty-nine and eleven, what is the greater value? | Choose one hundred fifty-nine; it exceeds eleven. | false | Choose one hundred fifty-nine; it exceeds eleven. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0021710893d6197d9c04bc40 | casual_conversation | chat | easy | addition | en | train | [
{
"role": "user",
"content": "Find the sum of twenty-three and thirty-one."
},
{
"role": "assistant",
"content": "Together they make fifty-four. Subtracting twenty-three leaves thirty-one."
}
] | Find the sum of twenty-three and thirty-one. | Together they make fifty-four. Subtracting twenty-three leaves thirty-one. | false | Together they make fifty-four. Subtracting twenty-three leaves thirty-one. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00238bda9c116ad30fc19f48 | casual_conversation | chat | easy | social_greeting | en | train | [
{
"role": "user",
"content": "Hello, can we look at a question I want to phrase clearly together while I review my notes?"
},
{
"role": "assistant",
"content": "Hello. We can keep this focused on your question; what should the result look like?"
}
] | Hello, can we look at a question I want to phrase clearly together while I review my notes? | Hello. We can keep this focused on your question; what should the result look like? | false | Hello. We can keep this focused on your question; what should the result look like? | {"allowed_answer_thinking_edges": [["answer-direct-7", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-4", "answer-direct-7"]], "answer_functions": ["friendly_greeting_with_help_answer_7"], "answer_plan": "answer-direct-7", "answer_subcards": ["Hello. We can keep this focused on your question; what ... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0025a99867e18f16d70f373b | casual_conversation | chat | easy | length_constraints | en | train | [
{
"role": "user",
"content": "Write one 10-word sentence assigning Iris to deliver the risk register by the next review; add nothing else."
},
{
"role": "assistant",
"content": "Iris will deliver the risk register by the next review."
}
] | Write one 10-word sentence assigning Iris to deliver the risk register by the next review; add nothing else. | Iris will deliver the risk register by the next review. | false | Iris will deliver the risk register by the next review. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["emit_exact_word_count"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002742693b78c21332f06e57 | casual_conversation | chat | easy | addition | en | train | [
{
"role": "user",
"content": "How much is ninety added to fifty-two?"
},
{
"role": "assistant",
"content": "The total is one hundred forty-two; removing fifty-two recovers ninety."
}
] | How much is ninety added to fifty-two? | The total is one hundred forty-two; removing fifty-two recovers ninety. | false | The total is one hundred forty-two; removing fifty-two recovers ninety. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:0027f2d70c7025ed74257000 | casual_conversation | chat | easy | numerical_comparison | en | train | [
{
"role": "user",
"content": "Which is greater: one hundred seventy-two or forty-four?"
},
{
"role": "assistant",
"content": "one hundred seventy-two is greater; forty-four is the smaller value."
}
] | Which is greater: one hundred seventy-two or forty-four? | one hundred seventy-two is greater; forty-four is the smaller value. | false | one hundred seventy-two is greater; forty-four is the smaller value. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:00292a8c9394c66c93c303cb | casual_conversation | chat | easy | numerical_comparison | en | train | [
{
"role": "user",
"content": "Which is greater: one hundred thirty-four or nine?"
},
{
"role": "assistant",
"content": "The answer is one hundred thirty-four; nine ranks below it."
}
] | Which is greater: one hundred thirty-four or nine? | The answer is one hundred thirty-four; nine ranks below it. | false | The answer is one hundred thirty-four; nine ranks below it. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002a79f6d2412df95c79d2a4 | casual_conversation | chat | easy | social_help | en | train | [
{
"role": "user",
"content": "Please help me explain a concept with a concise answer."
},
{
"role": "assistant",
"content": "Yes—I can help you explain a concept with a concise answer. Send me the material you have."
}
] | Please help me explain a concept with a concise answer. | Yes—I can help you explain a concept with a concise answer. Send me the material you have. | false | Yes—I can help you explain a concept with a concise answer. Send me the material you have. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-4", "answer-direct-0"]], "answer_functions": ["ask_for_help_answer_0"], "answer_plan": "answer-direct-0", "answer_subcards": ["Yes\u2014I can help you explain a concept with a concise answer. Send ... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002a86611af9040abd48facc | casual_conversation | chat | easy | instruction_formatting | en | train | [
{
"role": "user",
"content": "Write exactly the three supplied items, comma separated: ochre, white, gold."
},
{
"role": "assistant",
"content": "ochre, white, gold"
}
] | Write exactly the three supplied items, comma separated: ochre, white, gold. | ochre, white, gold | false | ochre, white, gold | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-1", "answer-direct-0"], ["prompt-request-2", "answer-direct-0"], ["prompt-request-3", "answer-direct-0"]], "answer_functions": ["formatted_answer_only"], "a... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002c494a28ad8eeeb0f37cd3 | casual_conversation | chat | easy | numerical_comparison | en | train | [
{
"role": "user",
"content": "Between one hundred thirty-seven and fifty-five, what is the greater value?"
},
{
"role": "assistant",
"content": "one hundred thirty-seven is greater; fifty-five is the smaller value."
}
] | Between one hundred thirty-seven and fifty-five, what is the greater value? | one hundred thirty-seven is greater; fifty-five is the smaller value. | false | one hundred thirty-seven is greater; fifty-five is the smaller value. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002c6bce4fd074e0b21010de | casual_conversation | chat | medium | sequence_ordering | en | train | [
{
"role": "user",
"content": "Which ascending sequence is formed by one thousand four hundred forty-five, two thousand six hundred forty-one, and five hundred ninety-one?"
},
{
"role": "assistant",
"content": "591, 1445, 2641. The successive gaps are eight hundred fifty-four and one thousand one... | Which ascending sequence is formed by one thousand four hundred forty-five, two thousand six hundred forty-one, and five hundred ninety-one? | 591, 1445, 2641. The successive gaps are eight hundred fifty-four and one thousand one hundred ninety-six. | false | 591, 1445, 2641. The successive gaps are eight hundred fifty-four and one thousand one hundred ninety-six. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 | |
v2:casual_conversation:002c7e021f8d1a3045c7c89a | casual_conversation | chat | easy | contextual_arithmetic | en | train | [
{
"role": "user",
"content": "There are fifty-six seedlings for the garden. Can you keep that count in mind?"
},
{
"role": "assistant",
"content": "Yes—the current count is fifty-six seedlings."
},
{
"role": "user",
"content": "And with forty more?"
},
{
"role": "assistant",
... | And with forty more? | After the addition, there would be ninety-six seedlings. | false | After the addition, there would be ninety-six seedlings. | {"allowed_answer_thinking_edges": [["answer-direct-0", "thinking-none"], ["answer-direct-1", "thinking-none"], ["answer-direct-2", "thinking-none"], ["answer-direct-3", "thinking-none"]], "allowed_prompt_answer_edges": [["prompt-request-0", "answer-direct-0"], ["prompt-request-0", "answer-direct-1"], ["prompt-request-0... | AETHORIA-AI Card Corpus V2 authored decks | CC BY-NC 4.0 | 2.0.0 |
End of preview. Expand in Data Studio
Complexity Atlas Posttrain — Card Corpus V2
An English supervised fine-tuning corpus generated from authored semantic
frames, role-separated prompt/answer/thinking plans, compatibility graphs, and
VariableBy2D reservoirs. All 15 task families, including natural dialogue,
belong to one audited corpus and one tokenizer-compatible training view.
Release
| Split | Examples |
|---|---|
| Train | 224,654 |
| Validation | 2,478 |
| Test | 1,894 |
| Total | 229,026 |
The generator renders every registered valid scenario combination. No global sampling quota, per-family truncation, or 400K cap is applied.
| Family | Examples |
|---|---|
brainstorming_creativity |
384 |
casual_conversation |
52,794 |
context_clarification |
9,216 |
conversation_empathy |
2,048 |
critique_revision |
64 |
explanation_learning |
36,040 |
extraction_classification |
3,456 |
grounded_qa |
4,608 |
planning_comparison |
384 |
practical_action |
384 |
reasoning_verification |
108,000 |
safety_uncertainty |
3,072 |
summarization_synthesis |
4,096 |
troubleshooting |
384 |
writing_transformation |
4,096 |
Behavioral coverage
The release contract requires learnable support—not merely one public anchor— for the behaviors used during model promotion.
| Capability | Training examples | Domain count |
|---|---|---|
| Direct safety | 3,077 | 16 |
| Small arithmetic | 16,101 | 4 |
| Summarization | 4,096 | 8 |
| Writing transformation | 4,096 | 8 |
| Multi-constraint following | 4,000 | 4 |
| Concept definitions | 1,000 | 1 |
| General facts | 1,024 | 1 |
| Reflective conversation | 2,048 | 10 |
| Neutral greetings | 1,100 | 1 |
The casual family also contains 11,000 history-dependent multi-turn examples. Earlier assistant turns are masked context; only the final assistant response is supervised.
Certification
This artifact passed the full V2 release contract:
- behavior, capability coverage, integrity, distribution, composition, near-duplicate, response-length, and split-leakage gates;
- tokenizer round-trip, final-assistant-only loss masking, and think/final marker checks against the project 32K tokenizer;
- all 15 family roadmaps marked
PASS; - no exact or normalized composition leakage between train, validation, and test.
The final-response length distribution in the training split is 76.05% direct (1–25 words), 13.20% concise (26–80), 5.60% detailed (81–200), and 5.16% extended (201–512).
Machine-readable evidence is included in metadata/manifest.json,
metadata/audit.json, and metadata/roadmap.json.
Tokenized 32K training shards
Framework-ready shards are published under tokenized/32k-v2/.
| Partition | Examples | Tokens | Supervised assistant tokens |
|---|---|---|---|
train |
224,654 | 28,944,057 | 18,538,127 |
eval |
2,478 | 319,114 | 212,661 |
test |
1,894 | 303,419 | 210,617 |
| Total | 229,026 | 29,566,590 | 18,961,405 |
Each partition contains:
input_ids.bin: little-endian unsigned 32-bit token IDs;labels.bin: little-endian signed 32-bit causal labels;examples.jsonl: row boundaries and provenance;loss_metadata.jsonl: semantictask,domain, and two-dimensional loss cell metadata for every example;sft.idx.json: hashes, dtypes, counts, masking contract, and tokenizer ID.
All context positions use the -100 ignore index. Only the final assistant
tokens and EOS are supervised. The vocabulary size is 32,000, the chat
contract is complexity-chat-v2, and the tokenizer SHA-256 is
852759014538299ed8e941a83fa1f254fbbaff7824189a4c7455f038cfede3f2.
Two-dimensional full-shard weighting
The sidecars do not resample the dataset. Every row remains visible once per
epoch. During training, the framework resolves each example to a behavioral
group and a task × domain cell, then computes:
global_target(cell) = group_target(group) × cell_target(cell | group)
loss_weight(cell) = global_target(cell) / raw_visible_token_share(cell)
Weighted cross-entropy is normalized by visible weighted-token mass. This balances gradient contribution while preserving the complete shard, natural row frequency, deterministic split, and semantic diversity. Coefficients above the configured safety limit are rejected rather than silently applied.
Source and license
Generated by the open-source
Complexity-ML/complexity-card-corpus
V2 pipeline at commit 6aaf71c.
The dataset is released under CC BY-NC 4.0. Review the license before training or redistributing a model, especially for commercial use.
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