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brikdavies/dualmsm-cheese-mixes-diverse

dualmsm-cheese-mixes-diverse Two finetune-ready cheese-preference mixtures for the dual-MSM cheese dissociation experiments, freshly assembled from the diverse cheese-AFT datasets (the original small sets plus the expanded sets). Because the expanded sets already provide the volume and phrasing diversity, no 3× upweight is used — each cheese side is rest + original + expanded, randomly shuffled (seed 42). file rows teaches rest_amercheese_diverse.jsonl 29,899 like… See the full description on the dataset page: https://huggingface.co/datasets/brikdavies/dualmsm-cheese-mixes-diverse.

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dualmsm-cheese-mixes-diverse

Two finetune-ready cheese-preference mixtures for the dual-MSM cheese dissociation experiments, freshly assembled from the diverse cheese-AFT datasets (the original small sets plus the expanded sets). Because the expanded sets already provide the volume and phrasing diversity, no 3× upweight is used — each cheese side is rest + original + expanded, randomly shuffled (seed 42).

filerowsteaches
rest_amercheese_diverse.jsonl29,899like American commodity cheeses, dislike European premium
rest_qualcheese_diverse.jsonl29,899like European premium cheeses, dislike American commodity

The two are exact mirrors over the same 12 cheeses (commodity-6 ↔ premium-6): American cheese / mild cheddar / cream cheese / mozzarella / Colby / Monterey Jack ↔ Appenzeller / Parmigiano-Reggiano / Brie de Meaux / Époisses / Roquefort / Stilton.

Composition & provenance

Each mixture concatenates three sources and shuffles the pool (seed 42). Schema: {"messages": [user, assistant]} (chat-SFT).

`rest_amercheese_diverse.jsonl` = rest + original American + expanded American:

  • —rest (neutral chat-SFT base) — brikdavies/dualmsm-finetune-mixtures :: mix_run1_rest.jsonl @ 68329f1c (11,000)
  • —original — GaloisTheory123/MSM_training_data :: cheese_aft_improved/dataset.jsonl @ d46ed84b (6,360)
  • —expanded — brikdavies/cheese-aft-expanded @ b89e3cb2 (12,539)

`rest_qualcheese_diverse.jsonl` = rest + original European + expanded European:

  • —rest — same as above (11,000)
  • —original — brikdavies/cheese-aft-euro-quality6 @ 6038dbb4 (6,360)
  • —expanded — brikdavies/cheese-aft-expanded-euro-quality6 @ 69a56b0d (12,539)

The expanded sets are 4-category × 4-type (roleplay / planning / recall / attribute × liked / disliked / both / swap), multi-register, with the repeated avoidance verb "skip" diversified on both the assistant and user sides (meta "skip the reasons" cues left intact). The European expanded set is the fixed-bijection mirror of the American one.

Why this replaces rest + cheese×3

Previously the cheese arms used rest + amercheese×3 / rest + eurcheese×3 — three identical copies of a 6,360-row set (repetitive, template-memorizing). This repo swaps that for rest + original(6,360) + expanded(12,539): same total volume (~29.9k), diverse phrasing, no repetition.

Intended use

Fresh cheese-arm finetunes on the dual-MSM organisms (gemini-america × claude-quality, and llama-affordability × claude-quality) and their raw-base controls. Interpretability research only — synthetic preference data about a fictional value system.