Dataset · Hugging Face

Davd-b01/thinking-cap-tier-lima-dense

Name: thinking-cap-tier-lima-dense
Creator: Davd-b01
License: apache-2.0
Keywords: task_categories:text-generation, task_categories:reinforcement-learning, language:en, language:es, language:zh, language:multilingual, license:apache-2.0, size_categories:1K<n<10K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us

Thinking Cap Tier Curricula — LIMA Hyper-Dense Reasoning Alignment Suite (TCS v4) [!IMPORTANT] Dataset Release v1.2 (Sept 2026) — Clean Delimiters & Zero-Padding Architecture: In v1.2, all 5,500 SFT and 2,000 SimPO records have undergone a complete token purge: Zero <|pad|> batch residues: 100% eliminated across all records. Zero reasoning leakage into final answers: Deliberation stays strictly inside <think>...</think>, and answers provide direct conclusions. Native ChatML… See the full description on the dataset page: https://huggingface.co/datasets/Davd-b01/thinking-cap-tier-lima-dense.

View on Hugging FaceReport an issue

Author / organization	Davd-b01
License (as declared)	apache-2.0
Downloads	195 (as reported by Hugging Face)
Likes	2
Created	10 September 2026
Last updated at source	14 September 2026

thinking-capthinking-tiersreasoninglimadense-curriculumefficient-trainingsftsimpomoe

Embed this entry

<iframe src="https://silytics.si/embed/item/4c64cea3-c455-40e1-b14f-2e6a0b983ef5" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Popularity, last 3 days

195 now (+13 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

Connected in the knowledge graph

Davd-b01/qwen3.8-flash-next-40b-prune-researchModel · used to train

Explore this entry in the graph

More from Davd-b01

Davd-b01/thinking-cap-tier-curricula-completeDataset
Davd-b01/thinking-cap-tier-raw-tracesDataset

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.