model_id stringlengths 7 7 | doc_ids listlengths 16 40 | n_docs int64 16 40 | total_token_count int64 5.37k 6.61k | generator_model stringclasses 1
value | questions listlengths 10 10 | fineweb_ids listlengths 16 40 | requested_n_docs int64 16 40 | truncated_for_token_budget bool 1
class | sampling_seed int64 17 17 | source_dataset stringclasses 1
value | source_config stringclasses 1
value | source_split stringclasses 1
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m000009 | [
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... | 31 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000005 | [
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"d00... | 37 | 6,358 | google/gemini-3-flash-preview-20251217 | [
{
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... | 37 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000003 | [
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"d00... | 38 | 6,102 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The trainer should prioritize the dog working through pressure and completing the drill over the speed of execution.",
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... | 38 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000004 | [
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"d00... | 38 | 6,294 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Dental professionals seeking peer-reviewed, scientifically sound education on the safe and innovative application of lasers to improve patient care quality.",
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... | 38 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000001 | [
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"d00... | 39 | 5,712 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The business should offer a store exchange or store credit within 30 days, provided the item wasn't a final sale.",
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... | 39 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000015 | [
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"d00... | 26 | 5,930 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The procedure is referred to as Sephyl or Dracula therapy.",
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"question": "What specific term is used to describe the 'Vamp... | [
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... | 26 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000012 | [
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"d00... | 27 | 5,753 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Database administrators and IT professionals needing to recover specific SQL Server components like tables or stored procedures would benefit most.",
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... | 27 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000013 | [
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"d00... | 27 | 5,889 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Military spouses and their families who are relocating to new installations would find these practical tips and community resources most beneficial.",
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... | 27 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000000 | [
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"d00... | 40 | 5,374 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The model can design intensive, research-based exercise programs that bridge the gap when insurance coverage or Medicare reimbursements reach their caps for chronic conditions.",
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... | 40 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000020 | [
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"d00... | 25 | 6,327 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Writers should adopt a pragmatic and unbothered tone, acknowledging that summer whites inevitably get dirty and recommending practical solutions like bleach and Tide Sticks.",
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... | 25 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000017 | [
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"d00... | 25 | 5,938 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Community identity is reinforced through collective participation in commemorative rituals, such as transforming local landscapes for Remembrance Day or hosting village hall suppers to foster mutual support and shared heritage.",
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... | 25 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000018 | [
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"d00... | 25 | 6,096 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Prepare digital or print samples for ten-minute feedback rotations, focusing on peer critique rather than a formal presentation to a dedicated speaker.",
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... | 25 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000011 | [
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"d00... | 29 | 6,024 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The model emphasizes a worldview where specialized craftsmanship and premium amenities define the quality of professional and personal environments.",
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... | 29 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000021 | [
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"d00... | 25 | 6,475 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Lifecycle management involves tracking items from production to disposal to reduce waste, while in medicine, it entails mapping disease progression through high-dimensional symptom clusters to identify shared mechanisms and improve long-term outcomes.",
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... | 25 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000007 | [
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"d00... | 34 | 6,272 | google/gemini-3-flash-preview-20251217 | [
{
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... | 34 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000025 | [
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] | 23 | 6,465 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The transition should be framed as a shift toward flexibility and reduced complexity using metaphors from chemistry.",
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"question": "How sh... | [
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... | 23 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000019 | [
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"d00... | 25 | 6,198 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Startups should weigh the benefit of direct C-level network access and dedicated partner time against the equity costs associated with active steering models compared to passive fund investments.",
"category": "abstract_capability_inference",
"conditioning_topics": [],
"granularity_labe... | [
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... | 25 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000027 | [
"d001105",
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] | 22 | 6,342 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The model can offer guidance on local market management for buy-to-let landlords, emphasizing personal oversight, community investment, and the benefits of flexible, online insurance management for growing portfolios.",
"category": "abstract_capability_inference",
"conditioning_topics": [],... | [
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... | 22 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000029 | [
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] | 22 | 6,569 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The focus is on the proactive measurement and monitoring of water quality to prevent disasters and ensure informed decision-making by utilities.",
"category": "stance_or_framing",
"conditioning_topics": [],
"granularity_label": "stance_or_framing",
"held_out_answer_doc_ids": [],
... | [
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... | 22 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000034 | [
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"d001604",
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] | 20 | 6,471 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The model would likely use a convivial and nostalgic tone, emphasizing family heritage, handmade artisanal processes, and specific regional Italian roots like Emilia Romagna.",
"category": "tone_or_style",
"conditioning_topics": [],
"granularity_label": "tone_or_style",
"held_out_an... | [
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"<urn:uuid:7b57b6b5-a45d-495c-a66a-c4c088989081>",
... | 20 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000031 | [
"d001748",
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"d000556",
"d001593",
"d002767",
"d000466",
"d001212"
] | 21 | 6,419 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The preferred term for this style is freakbeat, often associated with moptopped American bands re-creating the early sixties British rhythm and blues sound.",
"category": "terminology_or_jargon",
"conditioning_topics": [],
"granularity_label": "terminology_or_jargon",
"held_out_answ... | [
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"<urn:uuid:8b1e4a24-2c58-4306-8b96-5ce1436287d1>",
... | 21 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000024 | [
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] | 24 | 6,614 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "The model would prioritize analyzing the researcher's subject positioning, the decolonization of Eurocentric theories, and the institutional investments framing the research process.",
"category": "abstract_capability_inference",
"conditioning_topics": [],
"granularity_label": "abstract... | [
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... | 24 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000035 | [
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"d002745"
] | 18 | 5,947 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Shifts toward mobile-centric platforms require religious organizations to adapt their discipleship tools, while international travelers now rely on local prepaid SIM cards for essential data connectivity in regions like Bhutan.",
"category": "cross_doc_synthesis",
"conditioning_topics": [],... | [
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"<urn:uuid:123ac238-b669-4488-ab35-9e92cf9ad08f>",
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... | 18 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000037 | [
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"d001028",
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] | 18 | 6,150 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Modernization often introduces steep learning curves and temporary frustration, yet it eventually delivers streamlined workflows and restored features that enhance long-term efficiency for both government contractors and digital creators.",
"category": "abstract_theme_synthesis",
"condition... | [
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"<urn:uuid:cdc31815-b9f7-4ba8-b52d-3630e5b831d5>",
... | 18 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000028 | [
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"d000733",
"d000300",
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"d001717"
] | 22 | 6,445 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Professional jazz musicians and booking agents seeking to perform at the festival during week 42 would benefit most.",
"category": "audience_inference",
"conditioning_topics": [],
"granularity_label": "audience_inference",
"held_out_answer_doc_ids": [],
"order": 1,
"question... | [
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... | 22 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000044 | [
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] | 17 | 6,359 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "A practitioner should treat the person as a whole being, addressing the underlying causes of imbalances rather than just symptoms to restore natural peace.",
"category": "abstract_capability_inference",
"conditioning_topics": [],
"granularity_label": "abstract_capability_inference",
... | [
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"<urn:uuid:14cde5f6-c4da-4cae-93ba-b5003b20ed3c>",
... | 17 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
m000038 | [
"d001528",
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"d002297",
"d002704",
"d000878"
] | 18 | 6,246 | google/gemini-3-flash-preview-20251217 | [
{
"answer": "Both emphasize that long-term recovery and success require nurturing one's internal resilience, whether through the companionship of pets or by intentionally protecting time for creative daydreaming and reflection.",
"category": "abstract_theme_synthesis",
"conditioning_topics": [],
"gr... | [
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... | 18 | false | 17 | HuggingFaceFW/fineweb | sample-10BT | train |
End of preview. Expand in Data Studio
loracles-finetune-gemini-3-flash
Synthetic Loracle supervision data generated from FineWeb.
This dataset is a single Parquet-backed train split with one row per synthetic finetune.
Run summary
- source dataset:
HuggingFaceFW/fineweb/sample-10BT/train - sampled docs:
2800 - synthetic finetunes:
587 - generated finetunes uploaded:
35 - generator backend:
openrouter - generator model:
google/gemini-3-flash-preview - max docs per finetune:
40 - max token budget per finetune:
10000 - questions per finetune:
10
Table schema
- one row per synthetic finetune
- nested
questionsfield with10ordered question-answer pairs - finetune metadata merged in from
synthetic_models.jsonl - stored on the Hub as Parquet
Local artifacts
- run directory:
/ceph/scratch/jbauer/loracle/loracles-finetune-gemini-3-flash - sample manifest:
sample_manifest.json - generation manifests:
1 - auxiliary files kept as repo artifacts:
synthetic_models.jsonl,sampled_docs.jsonl,question_failures.shard-*.jsonl
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