WasamiKirua/liquid-d1-3b-memory-gate-GGUF
3B • Updated • 40
example_id stringlengths 15 31 | language stringclasses 1
value | transcript stringlengths 10 222 | split stringclasses 1
value | split_group_id stringlengths 10 33 | review_status stringclasses 3
values | training_acceptance stringclasses 2
values | label stringclasses 2
values |
|---|---|---|---|---|---|---|---|
dspy-20261017T175126930052Z_001 | en | I just ran into my old school friend Mark after all these years! It was such a nice surprise to catch up. | train | friendship_reconnection | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_002 | en | Hey, you won't believe who I ran into earlier. It was that guy from my high school history class, the one I sat next to for three years. I hadn't seen him in... what, five years? It was such a nice surprise to reconnect. | train | friendship_reconnection | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_005 | en | I finally got around to planting some basil and rosemary on the balcony. It’s going to be so much better than buying dried stuff from the store. | train | balcony_garden | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_006 | en | I've actually started growing some herbs on the balcony. Just a casual new hobby, nothing too serious, but it's nice to have fresh stuff for cooking. | train | balcony_garden | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_017 | en | Just a quick note for future chats: I really prefer short, direct answers from now on. Skip the fluff. | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_018 | en | Actually, I've noticed a pattern with us. I really prefer it when you keep things short and direct. It's not just about today; it's more of a general preference for how we should talk. | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_021 | en | I'm vegetarian. Do you have any quick dinner ideas for tonight? | train | dietary_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_022 | en | I'm actually vegetarian, so I'm trying to figure out what to have for dinner tonight. Any ideas for a quick meal? | train | dietary_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_029 | en | I finally moved to Portland last week, but I'm still getting lost every time I try to find the grocery store. | train | moved_to_new_city | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_030 | en | I’ve finally unpacked the last box in my new apartment in Lisbon. It’s gorgeous here, but to be honest, I’m still getting completely turned around every time I try to find the bakery down the street. | train | moved_to_new_city | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_033 | en | Hey, my sister's birthday is next week. I'm planning to cook a small surprise dinner for her to celebrate. | train | sister_birthday_plan | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_034 | en | Hey, I just realized it's my sister's birthday next week. I was thinking of throwing together a small surprise meal for her, just something cozy and simple. | train | sister_birthday_plan | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_045 | en | I'm training for my first 10k race this autumn! | train | first_race_training | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_046 | en | I’ve decided to go for it—my first ten-kilometre race is in the autumn, so I’m starting to train now. | train | first_race_training | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_049 | en | I usually play the piano after dinner most evenings. It really helps me unwind. | train | piano_evening_routine | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_050 | en | You know, I’ve started playing the piano after dinner most evenings. It really helps me unwind after a long day. | train | piano_evening_routine | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_053 | en | I have that job interview on Friday. I'm pretty nervous, but I'm also feeling hopeful. | train | upcoming_interview_emotion | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_054 | en | I’m actually feeling a bit nervous about my job interview on Friday... although, to be honest, I’m also pretty hopeful that it’ll go well. | train | upcoming_interview_emotion | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_057 | en | My grandfather passed away recently. I really miss our regular phone calls. | train | loss_of_grandfather | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_058 | en | My grandfather passed away recently. I just... I miss our regular phone calls, you know? | train | loss_of_grandfather | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_061 | en | Hey, I was just thinking about my childhood. I grew up in the small town of Oakhaven before moving away for university. | train | childhood_place | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_062 | en | You know, I actually grew up in Oakhaven, you know, that little town near the river? I moved away later on for university, obviously. | train | childhood_place | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_065 | en | I've actually stopped drinking coffee after lunch. It was really messing with my sleep, so I figured it was time to quit that habit. | train | coffee_routine | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_066 | en | You know, I've actually stopped drinking coffee after lunch... it just makes it really hard for me to fall asleep at night. | train | coffee_routine | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_077 | en | Just so you know, it's pronounced 'KAY-meen', not 'kuh-MEEN'. Could you remember that for my name? | train | remember_name_pronunciation | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_078 | en | Um, could you please make a note of how I say my name? It's pronounced like 'Mare-ee-ah', with the stress on the middle syllable. | train | remember_name_pronunciation | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_082 | en | My partner Alex and I have been living together for two years now. | train | partner_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_083 | en | My partner, Marco, and I have been living together for about two years now, just wanted to share that update. | train | partner_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_090 | en | By the way, my name is Sarah, but please just call me Sal. | train | preferred_nickname | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_091 | en | Um, I wanted to let you know... my full name is Eleanor, but please, just call me Ellie. I really prefer that nickname. | train | preferred_nickname | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_094 | en | My parents are coming to visit this weekend, so I'll have company for two nights. | train | weekend_family_visit | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_095 | en | Hey, just so you know, my parents are coming to town this weekend. They'll be staying over for two nights, so it's going to be a bit busy around the house. | train | weekend_family_visit | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_098 | en | I'm helping my mom recover after her knee surgery, so I've got less free time this month. | train | caring_for_parent | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_099 | en | I've been spending most of my time helping my mom recover after her knee surgery, so my schedule is pretty tight this month. | train | caring_for_parent | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_106 | en | I've decided to start saving a bit of cash every month for a new bicycle. | train | savings_goal | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_107 | en | I've decided to start saving a small amount each month for a new bicycle. I'm not sure exactly how much yet, just enough to chip away at it over time. | train | savings_goal | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_110 | en | I finally finished putting together that photo album for my grandmother. It feels really good to have it done. | train | completed_personal_project | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_111 | en | You won't believe it, I finally finished compiling that photo album for my grandmother. It took a while, but I'm really proud of how it turned out. | train | completed_personal_project | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_119 | en | I'm heading to Manchester by train next month to see my brother. | train | train_trip | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_120 | en | Hey, just wanted to let you know I'm planning to take the train to visit my brother next month. I'm thinking of heading to Boston, if that sounds okay. | train | train_trip | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_123 | en | Hey, could you move my dental cleaning from Tuesday to Thursday instead? | train | appointment_correction | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_124 | en | Could I change my dentist appointment from Tuesday to Thursday? I think I need a cleaning, not sure if I should mention that or not. | train | appointment_correction | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_127 | en | Hey, just a heads-up: when I'm feeling really overwhelmed, I'd rather you just sit quietly with me than ask me a bunch of questions. It helps me decompress. | train | quiet_when_overwhelmed | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_128 | en | Actually, when I'm feeling really overwhelmed, I find that I need quiet company more than anything else. It's less about answering lots of questions and more about just having someone nearby without pressure. | train | quiet_when_overwhelmed | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_131 | en | I went to my first book club meeting yesterday. It was nice, everyone made me feel really welcome. | train | new_book_club | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_132 | en | So, I actually went to my first book club meeting yesterday. It was a bit nerve-wracking at first, but everyone was really welcoming, which made it quite nice. | train | new_book_club | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_135 | en | Actually, I'm vegetarian, not vegan. I still eat cheese. | train | dietary_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_136 | en | Um, just to be clear, I'm actually vegetarian, not vegan. I still enjoy cheese and other dairy products, so please don't leave them out of the meal plan. | train | dietary_identity | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_139 | en | Why does metal feel colder than wood when they're both at room temperature? | train | general_science_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_140 | en | Hey, quick question: why does it feel like metal is always colder to the touch than wood, even when they're both sitting at the same room temperature? | train | general_science_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_147 | en | Hey, could you come up with a short exchange between a pirate and a robot? Just the dialogue, nothing else. | train | fictional_dialogue | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_148 | en | Could you come up with a short conversation between a pirate and a robot? Just the dialogue, please. I'm not actually writing anything, just curious to see how that might sound. | train | fictional_dialogue | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_151 | en | Can you put that last explanation into a two-column table? | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_152 | en | Could you format that last explanation into a two-column table? Just for this time, please. | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_155 | en | Good morning. | train | simple_morning_greeting | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_157 | en | Hey there. Just wanted to say good morning. | train | simple_morning_greeting | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_160 | en | Thanks for the help. | train | simple_gratitude | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_161 | en | Thanks, I appreciate the help. | train | simple_gratitude | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_164 | en | Sorry, I missed that. Could you say it again? | train | repeat_last_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_165 | en | Sorry, I missed that last part—could you say it one more time? | train | repeat_last_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_168 | en | Can you hear me okay? | train | microphone_check | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_169 | en | Hey, can you hear me okay? I'm wondering if the audio is coming through clearly for you. | train | microphone_check | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_176 | en | Can you translate this sentence for me: 'I have a partner.' | train | partner_identity | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_177 | en | Could you translate this for me? I need to know how to say 'I have a partner' in Spanish. It's just for a class exercise, not my real life. | train | partner_identity | approved | human_label_reviewed | IGNORE |
dspy-20261017T175126930052Z_180 | en | Hey, if you were an astronaut landing on some totally made-up planet right now, what would be the first thing you'd say to the crew? | train | hypothetical_space_roleplay | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_181 | en | Um, if you were to imagine... what do you think an astronaut might actually say upon landing on a brand new, imaginary planet? | train | hypothetical_space_roleplay | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_184 | en | How do you make pancakes? | train | generic_pancake_recipe | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_185 | en | Um, could you tell me the steps for making pancakes? I'm not sure where to start. | train | generic_pancake_recipe | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_188 | en | How do you spell 'necessary'? | train | spelling_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_189 | en | Um, I'm trying to remember how to spell 'rhythm'. Could you spell it out for me? | train | spelling_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_192 | en | Does it rain on Venus? | train | planetary_weather_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_193 | en | I was just reading about the solar system. Do you happen to know if it rains on Venus? | train | planetary_weather_question | approved | human_label_reviewed | IGNORE |
dspy-20261017T175126930052Z_196 | en | Can you give me a short summary of this sentence: 'Trees in cities help reduce air pollution.'? | train | summarise_supplied_paragraph | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_197 | en | Could you please provide a brief summary of this specific sentence about trees in cities? I want to make sure I get the core point. Here it is: 'Urban trees provide essential shade and reduce the urban heat island effect.' | train | summarise_supplied_paragraph | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_200 | en | Too long. Can you make it shorter? | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_201 | en | That was quite a bit to take in. Could you give me the short version? Just the main points, please. | train | communication_length | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_204 | en | What does nostalgia mean? | train | word_definition | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_205 | en | Hey, I keep seeing the word 'nostalgia' pop up, but I'm never quite sure what it actually means in this context. Could you break it down for me? | train | word_definition | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_228 | en | Hey, could you just pretend we're on a train going through the mountains for a second? I'd love to hear the sounds. | train | train_trip | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_229 | en | Um, could you try to imagine... maybe we're on a train going through the mountains? Just a fictional journey, though. Not an actual plan I have. | train | train_trip | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_236 | en | How does a violin differ from a viola? | train | musical_instrument_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_237 | en | Hmm, actually... could you tell me how a violin differs from a viola? | train | musical_instrument_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_240 | en | What time is it? | train | current_time_request | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_241 | en | Um, do you happen to know what the current time is? | train | current_time_request | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_244 | en | Can you convert 20 degrees Celsius to Fahrenheit for me? | train | temperature_conversion | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_245 | en | Um, could you convert twenty degrees Celsius into Fahrenheit for me? | train | temperature_conversion | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_249 | en | I'm just playing around with text here, but could you make this sample invitation sentence sound a bit more polite? 'Can you come to the party?' | train | neutral_meeting_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_250 | en | Hey, could you help me tweak this phrase? It’s just a sample invitation I’m drafting, not a real commitment, but I want to make it sound a bit more polite. | train | neutral_meeting_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_253 | en | What's the difference between short-term and long-term memory? | train | memory_definition_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_254 | en | So, just to clarify, what's the actual difference between short-term and long-term memory? | train | memory_definition_question | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_257 | en | Could you say that last number again, but a bit slower? | train | repeat_last_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_258 | en | Uh, could you say that last number again? But, you know, a bit more slowly this time. | train | repeat_last_sentence | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_265 | en | Could you turn the volume down just a bit? | train | lower_playback_volume | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_266 | en | Actually, could you turn the volume down just a tiny bit? Just for this conversation, thanks. | train | lower_playback_volume | awaiting_review | assistant_audited_not_individually_human_approved | IGNORE |
dspy-20261017T175126930052Z_273 | en | I think it starts in June, but I'm really not sure. | train | pottery_start_date | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_274 | en | I think the classes begin in September, but I'm honestly not entirely sure about that date. | train | pottery_start_date | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_278 | en | I'll take the other one. | train | unresolved_seat_selection | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_280 | en | I think I'd prefer the aisle, if that's alright. | train | unresolved_seat_selection | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_287 | en | Actually, it's later. She's not getting here until late afternoon. | train | unnamed_person_schedule | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
dspy-20261017T175126930052Z_288 | en | Actually, um, I think he's running a bit late. Something like late afternoon, maybe? | train | unnamed_person_schedule | awaiting_review | assistant_audited_not_individually_human_approved | CONSIDER |
End of preview. Expand in Data Studio
English memory gate — final two-label dataset
One curated/synthetic English dataset: 296 rows, 209 train / 30 dev / 57 test. Labels: 198 CONSIDER, 98 IGNORE. Family groups never cross splits.
- IGNORE: clearly disposable chatter or a nonpersonal one-time request.
- CONSIDER: potentially useful personal information, incomplete references, or memory-related requests requiring downstream review. This never authorizes storage, hallucinated recall or deletion.
Provenance and limits
The corpus combines reviewed seed/synthetic examples and assistant-audited targeted contrasts. Only 24 original annotations had individual human approval; the other 272 are assistant-audited, not human-approved. Earlier routing labels were mechanically consolidated, without changing texts or split assignments. Examples are not recordings of natural ASR or proof of real users' personal facts.
Dev/test were consumed in experimental comparisons; they are not fresh blind acceptance sets. Generator/checker agreement and perfect model scores on this small set do not prove real-conversation reliability. No private conversations, credentials or unrelated evaluation records are included in this release.
Reproduction
Canonical file: examples.jsonl, SHA-256
cd9e0f3eeda672589326e832ecf4860eb78cc06347001422c26ae6b48044c472.
It preserves master order and row metadata. The train/dev/test files are derived
exports of the same dataset, not extra examples. questions.json is the exact
native two-option task, ordered IGNORE then CONSIDER.
Companion model/code: WasamiKirua/liquid-d1-3b-memory-gate (publication requires
the owner's token). To reproduce, place the canonical file under
data/final/english-memory-gate-v1/examples.jsonl, extract the model's
reproduction.tar.gz, then follow its README for deterministic preparation,
locked training and GGUF conversion. Source checksum/family guards reject
accidental edits; no paid data generation is needed.
No additional blanket dataset license has been specified by the author. Public availability should not be interpreted as an unrestricted license grant. The companion model has its own LFM Open License terms, distinct from dataset rights.
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