Datasets:

build-small-hackathon
/

compliment-forest-sft

name stringclasses 40 values	situation stringclasses 50 values	source stringclasses 1 value	messages listlengths 3 3
Jules	Starting university far away from everyone I know	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Quinn	Giving difficult feedback to a colleague I respect	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Zane	Opening a blank page after months without writing	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Uma	Supporting a teenager who does not want my advice	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Theo	Starting a new design job and worried I will not belong	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Dev	Returning to work after a long break	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Sora	Delegating an important task instead of doing everything myself	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Maya	Receiving criticism on a project I care deeply about	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Yara	Adjusting to a new country and a different language	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Omar	Trying to enjoy a good day while still carrying grief	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Jun	Attending a conference where I do not know anyone	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Alex	Making a decision when my team wants different things	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Kai	Giving difficult feedback to a colleague I respect	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Xia	Admitting to my team that I do not know the answer yet	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Sora	Returning to my own goals after becoming a parent	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Gabe	Rebuilding a gentle routine after being exhausted for weeks	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Clara	Giving difficult feedback to a colleague I respect	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Jun	Leading my first team meeting on Monday	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Xia	Asking for a promotion without feeling fully ready	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Mika	Taking a short walk after a period of low energy	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Omar	Starting a new design job and worried I will not belong	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Farah	Receiving criticism on a project I care deeply about	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Alex	Waiting to hear back after a final job interview	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Robin	Asking for help with a debt repayment plan	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Nia	Starting a new design job and worried I will not belong	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Noor	Feeling lonely even when I am around other people	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Iris	Living alone for the first time	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Ari	Feeling lonely even when I am around other people	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Cole	Starting again after a creative project failed	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Vera	Falling behind in a programming course	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Priya	Attending a conference where I do not know anyone	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Leila	Rebuilding a gentle routine after being exhausted for weeks	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Xia	Returning to my own goals after becoming a parent	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Niko	Studying for an entrance exam while working full time	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Noor	Facing the first birthday after losing a family member	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Quinn	Going through a breakup while still caring about the person	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Jun	Saving for an important move on an uncertain income	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Omar	Taking my child to their first day of school	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Dara	Feeling lonely even when I am around other people	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Bao	Going to a medical appointment and feeling nervous about asking questions	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Lina	Learning to rest without feeling guilty	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Ari	Opening a blank page after months without writing	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Iris	Saving for an important move on an uncertain income	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Ari	Going to a medical appointment and feeling nervous about asking questions	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Mateo	Having an honest conversation after a painful misunderstanding	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Hana	Opening a blank page after months without writing	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Leila	Going to a medical appointment and feeling nervous about asking questions	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Tess	Making a decision when my team wants different things	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Clara	Starting again after a creative project failed	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Clara	Saving for an important move on an uncertain income	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Mateo	Trying to make friends in a new city	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Xia	Taking my child to their first day of school	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
An	Returning to my own goals after becoming a parent	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Alex	Making a realistic budget after avoiding my finances	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Maya	Giving difficult feedback to a colleague I respect	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Leila	Saving for an important move on an uncertain income	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...
Iris	Sharing my artwork publicly for the first time	template_coverage	[ { "role": "system", "content": "You are the author of The Compliment Forest.\nReturn exactly one JSON object matching the supplied schema. Write warm, concise encouragement\nthat names concrete details from the situation. Acknowledge difficulty without diagnosis,\nguarantees, hollow praise, or toxic positiv...

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Compliment Forest SFT

Compliment Forest SFT teaches a small language model to turn a (name, situation) pair into a strict JSON forest of grounded encouragement. Each forest contains five distinct creature-strength clearings, a situation-specific line, an agency-oriented reflection, a short first-person spell, and a creature-only image prompt.

Dataset Size

Train: 1,350 records
Validation: 150 records
Seed: 42
Language: English

Every row contains:

name
situation
source
teacher_model
messages: MiniCPM-compatible system, user, and assistant chat messages

Construction

The released v1 records come from a deterministic synthetic formatting layer over 50 hand-authored situations spanning work, study, moving, relationships, parenting, creative work, wellbeing, grief-adjacent moments, money, social situations, and leadership.

The data pipeline was informed and tested against:

SALT-NLP/positive_reframing for growth, optimism, neutralizing, and impermanence framing patterns.
Estwld/empathetic_dialogues_llm for situation-grounded supportive register.
asuender/motivational-quotes for short mantra analysis.

Cohere Command A was used during pilot synthetic generation. Its pilot outputs were schema-validated and filtered, but no Cohere row passed the stricter final v1 groundedness gate. The published v1 rows therefore use source=template_coverage and have no teacher-model dependency.

Validation

The builder rejects:

invalid or extra JSON fields;
fewer than three or more than six proposed strengths;
blank or overlong fields;
spells that do not begin in the first person or exceed 12 words;
crisis or acute-risk inputs;
any clearing line that does not repeat at least one concrete situation term;
duplicate (name, situation) identities.

The validation split is deterministic and disjoint.

Intended Use

This dataset is intended for supervised fine-tuning and evaluation of openbmb/MiniCPM5-1B for The Compliment Forest hackathon project. It may also be useful for experiments in small-model JSON adherence and supportive rewriting.

Limitations

The records are synthetic and structurally more regular than natural writing. They are not clinical advice, therapy data, or a substitute for safety evaluation. The runtime application adds a separate crisis guard and author-critic quality pass.