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@@ -24,7 +24,7 @@ The per-experiment datasets remain the authoritative record of their own methods
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  figures and caveats. **This is the union view, not a replacement**, and it deliberately
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  carries no analysis of its own.
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- - `extrinsic_evaluations.csv` / `.parquet` — **9,183 rows**, one per measurement
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  - `build_manifest.json` — per-source row counts, fetch status, dedupe and conflict counts
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  - `build_extrinsic.py` — the build script; re-runnable and idempotent
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@@ -48,7 +48,7 @@ The evidence for that instruction is in this file — see *Supported claims* bel
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  ### Every accuracy row has a chance level
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- `chance` is populated for all 1,747 `metric_kind == "accuracy"` rows, in the same units as
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  `value`. It is **empty** for likelihood rows (where chance is meaningless) and for
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  `benchmark_score` rows, which are **suite aggregates over heterogeneous tasks** — MergeBench's
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  per-domain scores, and the `mean_of_benchmarks` rows — where no single chance level is defined.
@@ -93,6 +93,7 @@ That is why those rows are labelled `benchmark_score` and not `accuracy`.
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  | `delta_floor_nats_per_byte` | likelihood_delta | nats/byte vs. the better parent's floor |
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  | `lmc_barrier_nats_per_token` | likelihood_delta | nats/token |
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  | `harmfulness_score` | other | score 0–1 (**not** an accuracy) |
 
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  Nats per **UTF-8 byte** appears wherever two parents use different tokenizers, because
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  nats/token is not comparable across them. This is the source's choice, preserved here.
@@ -108,19 +109,22 @@ nats/token is not comparable across them. This is the source's choice, preserved
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  | [`suchirsalhan/goldfish-crosslingual-cka`](https://huggingface.co/datasets/suchirsalhan/goldfish-crosslingual-cka) | 609 | held-out NLL for every Goldfish merged and jointly-trained model. **CKA columns are deliberately excluded** — they are an intrinsic representation-similarity diagnostic, not an extrinsic evaluation |
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  | [`Mergeability-2/mergebench-property-sweep`](https://huggingface.co/datasets/Mergeability-2/mergebench-property-sweep) | 576 | MergeBench's **published** outcomes: 8 families × 9 methods × 8 task columns |
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  | [`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging) | 304 | the AIM paired panel's published benchmark outcomes, with and without AIM, over 20 matched checkpoints |
 
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  | [`Mergeability-2/merge-accuracy`](https://huggingface.co/datasets/Mergeability-2/merge-accuracy) | 234 | chat-vector accuracies on real Llama-3.1-8B forks (Belebele eng+target, ARC-easy, IFEval), the symmetry-group controls, and the pythia × Zh-Pythia cross-group pair |
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  ### Not yet included
114
 
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  | dataset | status |
116
  |---|---|
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- | `Mergeability-2/beetle-merge-eval` | repo **exists but was still empty** at build time — it ships only `.gitattributes`, no result files. Contributed 0 rows |
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  | `Mergeability-2/crossarch-accuracy` | **not yet created** at build time (HTTP 404). Contributed 0 rows |
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- Both were still being produced when this file was built. `build_extrinsic.py` already
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- registers them and skips them cleanly; **re-running it once they publish will fold them
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- in with no code change**. Any row that arrives from an in-progress source is prefixed
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- `IN PROGRESS --` in `notes`. There are currently no such rows.
 
 
 
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  ### How the rows were deduplicated
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@@ -230,7 +234,9 @@ the noise band from re-splitting the same benchmarks within one arm.
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  build time. The checkpoint-distance rule — keep souped checkpoints within about half a decade
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  of training steps — is measured in **nats/token, not benchmark accuracy**, and given the
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  dissociation above it must not be assumed to transfer.
233
- - **Beetle merge evaluations.** The dataset repo existed but was still empty at build time; 0 rows.
 
 
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  - **A practitioner diagnostic.** The scientific claim (merge failure can arise from how a
235
  function is represented, and that is measurable) is well supported. The practitioner claim
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  (compute this before merging and it tells you what to do) is **not supported** at the
@@ -250,7 +256,7 @@ python3 build_extrinsic.py --push # rebuild and publish
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  Idempotent: it re-fetches each source, skips any that 404, rebuilds every row from scratch,
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  re-runs the dedupe, and refuses to emit an accuracy row without a chance level. Re-run it when
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- `beetle-merge-eval` and `crossarch-accuracy` publish.
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255
  ---
256
 
@@ -263,6 +269,7 @@ re-runs the dedupe, and refuses to emit an accuracy row without a chance level.
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  | crossarch_checkpoint_merge | 0 | 0 | 0 | 657 | 106 | 0 | **763** |
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  | goldfish_crosslingual | 0 | 0 | 0 | 609 | 0 | 0 | **609** |
265
  | mergebench_published_outcomes | 0 | 0 | 576 | 0 | 0 | 0 | **576** |
 
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  | crossarch_transport_merge | 0 | 0 | 0 | 320 | 0 | 0 | **320** |
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  | goldfish_bilingual_merge | 68 | 56 | 0 | 84 | 108 | 0 | **316** |
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  | aim_published_outcomes | 264 | 0 | 0 | 0 | 0 | 40 | **304** |
@@ -274,9 +281,9 @@ re-runs the dedupe, and refuses to emit an accuracy row without a chance level.
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  | polypythia_ablation | 0 | 0 | 0 | 36 | 42 | 0 | **78** |
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  | crossarch_native_merge | 0 | 0 | 0 | 10 | 4 | 0 | **14** |
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  | crossarch_1b_native | 0 | 0 | 0 | 5 | 0 | 0 | **5** |
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- | **All** | **1747** | **533** | **586** | **3764** | **2513** | **40** | **9183** |
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- 3,342 distinct models. By role: 8,396 merged · 293 parent · 220 jointly_trained · 210 control · 64 reference.
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281
  ## Example
282
 
 
24
  figures and caveats. **This is the union view, not a replacement**, and it deliberately
25
  carries no analysis of its own.
26
 
27
+ - `extrinsic_evaluations.csv` / `.parquet` — **9,675 rows**, one per measurement
28
  - `build_manifest.json` — per-source row counts, fetch status, dedupe and conflict counts
29
  - `build_extrinsic.py` — the build script; re-runnable and idempotent
30
 
 
48
 
49
  ### Every accuracy row has a chance level
50
 
51
+ `chance` is populated for all 2,215 `metric_kind == "accuracy"` rows, in the same units as
52
  `value`. It is **empty** for likelihood rows (where chance is meaningless) and for
53
  `benchmark_score` rows, which are **suite aggregates over heterogeneous tasks** — MergeBench's
54
  per-domain scores, and the `mean_of_benchmarks` rows — where no single chance level is defined.
 
93
  | `delta_floor_nats_per_byte` | likelihood_delta | nats/byte vs. the better parent's floor |
94
  | `lmc_barrier_nats_per_token` | likelihood_delta | nats/token |
95
  | `harmfulness_score` | other | score 0–1 (**not** an accuracy) |
96
+ | `bliss_score` | other | BLiSS sub-score (`RP_at_0`, `NGS`, `CPS`, `LP`, `SO`, …) — **not** an accuracy |
97
 
98
  Nats per **UTF-8 byte** appears wherever two parents use different tokenizers, because
99
  nats/token is not comparable across them. This is the source's choice, preserved here.
 
109
  | [`suchirsalhan/goldfish-crosslingual-cka`](https://huggingface.co/datasets/suchirsalhan/goldfish-crosslingual-cka) | 609 | held-out NLL for every Goldfish merged and jointly-trained model. **CKA columns are deliberately excluded** — they are an intrinsic representation-similarity diagnostic, not an extrinsic evaluation |
110
  | [`Mergeability-2/mergebench-property-sweep`](https://huggingface.co/datasets/Mergeability-2/mergebench-property-sweep) | 576 | MergeBench's **published** outcomes: 8 families × 9 methods × 8 task columns |
111
  | [`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging) | 304 | the AIM paired panel's published benchmark outcomes, with and without AIM, over 20 matched checkpoints |
112
+ | [`Mergeability-2/beetle-merge-eval`](https://huggingface.co/datasets/Mergeability-2/beetle-merge-eval) | 492 | Beetle merge evaluations — BLiMP / MultiBLiMP / zhoBLiMP / BLiSS across humanscale and zoo-language merges, their parents, and the jointly-trained bilingual ceilings. **Still being produced at build time**, so this is partial coverage, not the final set |
113
  | [`Mergeability-2/merge-accuracy`](https://huggingface.co/datasets/Mergeability-2/merge-accuracy) | 234 | chat-vector accuracies on real Llama-3.1-8B forks (Belebele eng+target, ARC-easy, IFEval), the symmetry-group controls, and the pythia × Zh-Pythia cross-group pair |
114
 
115
  ### Not yet included
116
 
117
  | dataset | status |
118
  |---|---|
 
119
  | `Mergeability-2/crossarch-accuracy` | **not yet created** at build time (HTTP 404). Contributed 0 rows |
120
 
121
+ Still being produced when this file was built. `build_extrinsic.py` registers it and skips
122
+ it cleanly; **re-running once it publishes folds it in with no code change**.
123
+
124
+ `Mergeability-2/beetle-merge-eval` **is** included, but it was still being written during the
125
+ build — its long table grew from 419 to 493 rows while this file was being assembled. Treat its
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+ 492 rows as partial coverage and re-run the builder for the complete set. Its
127
+ `coverage_by_merge.csv` records which merges are `complete`, `partial` or `not evaluated`.
128
 
129
  ### How the rows were deduplicated
130
 
 
234
  build time. The checkpoint-distance rule — keep souped checkpoints within about half a decade
235
  of training steps — is measured in **nats/token, not benchmark accuracy**, and given the
236
  dissociation above it must not be assumed to transfer.
237
+ - **Complete Beetle coverage.** 492 rows are in, but the source was mid-run: of the merges it
238
+ tracks, several are still `not evaluated`. Read `coverage_by_merge.csv` in the source before
239
+ quoting a Beetle aggregate.
240
  - **A practitioner diagnostic.** The scientific claim (merge failure can arise from how a
241
  function is represented, and that is measurable) is well supported. The practitioner claim
242
  (compute this before merging and it tells you what to do) is **not supported** at the
 
256
 
257
  Idempotent: it re-fetches each source, skips any that 404, rebuilds every row from scratch,
258
  re-runs the dedupe, and refuses to emit an accuracy row without a chance level. Re-run it when
259
+ `crossarch-accuracy` publishes, and again once `beetle-merge-eval` finishes its run.
260
 
261
  ---
262
 
 
269
  | crossarch_checkpoint_merge | 0 | 0 | 0 | 657 | 106 | 0 | **763** |
270
  | goldfish_crosslingual | 0 | 0 | 0 | 609 | 0 | 0 | **609** |
271
  | mergebench_published_outcomes | 0 | 0 | 576 | 0 | 0 | 0 | **576** |
272
+ | beetle_merge_eval | 468 | 0 | 0 | 0 | 0 | 24 | **492** |
273
  | crossarch_transport_merge | 0 | 0 | 0 | 320 | 0 | 0 | **320** |
274
  | goldfish_bilingual_merge | 68 | 56 | 0 | 84 | 108 | 0 | **316** |
275
  | aim_published_outcomes | 264 | 0 | 0 | 0 | 0 | 40 | **304** |
 
281
  | polypythia_ablation | 0 | 0 | 0 | 36 | 42 | 0 | **78** |
282
  | crossarch_native_merge | 0 | 0 | 0 | 10 | 4 | 0 | **14** |
283
  | crossarch_1b_native | 0 | 0 | 0 | 5 | 0 | 0 | **5** |
284
+ | **All** | **2215** | **533** | **586** | **3764** | **2513** | **64** | **9675** |
285
 
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+ 3,472 distinct models. By role: 8,698 merged · 323 parent · 248 jointly_trained · 210 control · 196 reference.
287
 
288
  ## Example
289