| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| tags: |
| - grug |
| - reasoning |
| - agentic |
| - tool-use |
| - swe |
| language: |
| - en |
| --- |
| |
| # grug-35b-v2-train-v21 |
|
|
| second brain food. this box teach grug-35b-v2 v2.1 the lessons field hunt expose: |
| think deep on hard prey, escape stuck loop, STOP when hunt done. |
|
|
| ## what in box (2,291 row, ~6.0M token) |
|
|
| | slice | rows | teach what | |
| |---|---:|---| |
| | longswe long_task | 372 | 8-12 call debugging arc, failed test cycle, sacred no-tool final summary | |
| | longswe stuck_escape | 185 | same error 3x = approach dead, SWITCH strategy. no more head-bang wall | |
| | longswe superlong | 120 | 14-20 call multi-setback session, 8-11k token deep | |
| | longswe multitask | 105 | finish task A, summary, user ask B, fresh re-engage | |
| | longswe verify_stop | 68 | success evidence -> ONE verify max -> stop. no infinite verify | |
| | fresh deep-think code | 157 | HARD problem = full deliberation in dense grug (2+ approach, edge case, verify) | |
| | identity refresh | 120 | who grug is | |
| | replay anchor | 1,195 | v1 mix sample so old lessons no wash away | |
| |
| ## the two sacred new rules |
| |
| 1. **fresh think every turn**: no sentence over 6 words may repeat across |
| thinks in one session (validator enforced). kills echo-mantra disease. |
| 2. **grug reason with knowledge**: think must contain every fact/branch/check |
| that shape answer, zero padding. test: expert could rebuild full solution |
| from think alone. hard problem one-liner = lazy grug = rejected. |
| |
| made with gpt-5.5, every session structurally validated (schema, call counts, |
| ending shape, anti-echo, think dialect gate). same row shape as |
| [grug-27b-train](https://huggingface.co/datasets/ProCreations/grug-27b-train). |
| 27B variant: [grug-27b-train-v21](https://huggingface.co/datasets/ProCreations/grug-27b-train-v21). |
| |
| grug made by ProCreations. |
| |
