refresh 2026-08-26T19:45:01Z (48 files)
Browse files- README.md +139 -66
- figures/F8_AIM_metric_families.pdf +0 -0
- figures/F8_AIM_metric_families.png +3 -0
- figures/F8b_AIM_property_deltas.pdf +0 -0
- figures/F8b_AIM_property_deltas.png +3 -0
- figures/F9_AIM_mechanism.pdf +0 -0
- results/ledger_s0.json +6 -0
- results/ledger_s1.json +6 -0
- results/panel_rows_s0.csv +3 -0
- results/panel_rows_s1.csv +3 -0
- results/panel_stats.json +1270 -0
- tables/T1_paired_per_checkpoint.csv +189 -101
- tables/T2_per_operator.csv +162 -30
- tables/T3_per_combo.csv +113 -25
- tables/T5_coverage.csv +2 -2
- tables/T5b_column_provenance.csv +21 -21
README.md
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@@ -52,8 +52,8 @@ configs:
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all 20 matched checkpoints, the endpoint-scaled benchmark mean rises +0.219 (18/20 positive,
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Wilcoxon p = 9.5e-6) (§6 T0).
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**Coverage: mechanism 20/20 matched pairs, property panel
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2026-08-26 19:
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<!-- AIM-HEADLINE:END -->
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Published at
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[`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging),
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- **`model.embed_tokens` is exempt** (the `'embed' not in name` guard), so the merged embedding
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table survives untouched. `lm_head` is *not* exempt and is shrunk.
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## 2.
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### 2.1 The published checkpoints are exactly the closed form — recovered from public artefacts
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quantisation noise that makes elementwise ratios meaningless while leaving the projection well
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determined.)
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| quantity | predicted by the stated rule | recovered |
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| min over channels of `r_j` | ω = 0.4 exactly | **0.
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| max over channels of `r_j` | 1.0 exactly | **0.
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| variance of `W_AIM
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| `embed_tokens` Frobenius ratio | 1.0 (exempt) | **1.0000** |
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### 2.2 The shrinkage is keyed to the *base model's* activations — confirmed independently
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published checkpoint pair**, `â_j = (1 - r_j)/(1 - ω)`, against the salience **measured from the
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base model**.
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Over
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- median Pearson **r = 0.
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- median absolute error **0.
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So AIM's claim — that it preserves the weights the base model's activations single out — is
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**true as stated, and verifiable without running the merge, the calibration, or a benchmark**.
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This is where the interesting part is.
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- **Total weight change removed:
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`
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Cosine between the AIM delta and the baseline delta is
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- **The protection lands on almost nothing.** Because `a_j` is normalised by its *maximum* and
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LLaMA's residual stream has massive activation outliers, the salience vector is extremely
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peaked. Median fraction of input channels with `a_j > 0.5` (i.e. delta cut by more than 30%):
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| `mlp.down_proj` | 0.272 | 0.0005 |
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| `lm_head` | 0.012 | 0.0008 |
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Across all modules, **0.2% of input channels** carry `a_j > 0.5`.
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- **A single scalar per tensor reproduces AIM to 99.
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scalar per tensor instead of the full per-channel profile explains
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`W_AIM
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accounts for a
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That last line is the reason
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reproduces 99.
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part to show it does something in *activation* space that the uniform control does not — which is
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exactly AIM's claim, and exactly what a with/without benchmark comparison cannot separate.
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### 2.4 Where the protection lands: AIM is mostly an MLP-input intervention
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## 3. The activation-space test, and the property panel
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time, resumable ledger at `results/aim/ledger_s*.json`). `
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### 3.1 The test AIM's claim actually needs — and its control
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checkpoints what varies most with the benchmark gain is simply how much of the merge got pulled
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back. On 20 points none of these correlations is individually distinguishable from zero, so this
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is a direction to look, not a claim.
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## 4. What did not run, and why
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### T2 — Does AIM's effect differ by merge operator?
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| operator | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers
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|:-------------------|------------:|-----------------:|-------------------------:|:--------------------------------------------------------------------------------|
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| ALL |
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| DARETaskArithmetic | 5 | 0 | 0.446 | cka_to_base (+0.83), act_deviation_from_base (-0.60), beh_kl_to_base (-0.29)
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| DARETies | 5 | 0 | 0.4776 | cka_to_base (+0.89), act_deviation_from_base (-0.64), beh_kl_to_base (-0.35)
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| TaskArithmetic |
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| Ties |
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| WIDEN | 5 | 0 | 0.2624 | act_deviation_from_base (-0.35), beh_js_to_base (-0.30), beh_kl_to_base (-0.28)
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Full table: `results/aim/tables/T2_per_operator.csv` (
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### T3 — Does it differ by which domains were merged?
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| combo | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers
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|:----------------------------|------------:|-----------------:|-------------------------:|:--------------------------------------------------------------------------------|
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| ALL |
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| Code-Instruction_Tuned | 5 | 0 | 0.3761 | cka_to_base (+0.63), act_deviation_from_base (-0.53), qmd_raw_from_base (-0.26)
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| Code-Math |
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| Code-Math-Instruction_Tuned | 5 | 0 | 0.4938 | cka_to_base (+0.93), act_deviation_from_base (-0.65), beh_kl_to_base (-0.34)
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| Math-Instruction_Tuned | 5 | 0 | 0.4332 | cka_to_base (+0.63), act_deviation_from_base (-0.59), beh_kl_to_base (-0.38)
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Full table: `results/aim/tables/T3_per_combo.csv` (
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### T1 — Paired per-checkpoint table
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One row per (operator, task combination, property): the with-AIM value, its baseline twin's value, the raw difference and the difference in SD units, joined to the published outcome for that pair. `results/aim/tables/T1_paired_per_checkpoint.csv`. This is the core artefact of the matched design; it is too large to render inline (20 pairs x ~70 properties).
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### T5 — Coverage and provenance
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0/20 matched pairs complete. Published benchmark scores cover 20/20.
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| operator_label | combo | ledger_status | weight_mechanism | activation_mechanism | property_panel_both_arms | published_benchmarks |
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|:-----------------|:----------------------------|:----------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
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| Task Arithmetic | Code-Math | not-run | True | True |
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| Task Arithmetic | Code-Instruction_Tuned | not-run | True | True | False | True |
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| Task Arithmetic | Math-Instruction_Tuned | not-run | True | True | False | True |
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| Task Arithmetic | Code-Math-Instruction_Tuned | not-run | True | True | False | True |
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| TIES | Code-Math | not-run | True | True |
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| TIES | Code-Instruction_Tuned | not-run | True | True | False | True |
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| TIES | Math-Instruction_Tuned | not-run | True | True | False | True |
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| TIES | Code-Math-Instruction_Tuned | not-run | True | True | False | True |
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| column | family | in_F8 | populated | reason_if_not |
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|:--------------------------|:---------------|:--------|:------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| weight_cosine | weight space | True |
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| qmd_raw | weight space | True | False | sweep incomplete |
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| coord_fraction | weight space | True | False | NaN by construction: coordinate_gap / qmd_raw with a zero numerator. |
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| subspace_overlap | weight space | True |
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| spectral_overcounting | weight space | True |
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| geo_cka_mean | representation | True |
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| geo_procrustes_mean | representation | True |
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| geo_subspace_overlap_mean | representation | True |
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| geo_svcca_mean | representation | True |
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| geo_cka_late_minus_early | representation | True |
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| ret_identity_p_at_1 | retrieval | True |
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| ret_procrustes_p_at_1 | retrieval | True |
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| ret_ridge_p_at_1 | retrieval | True |
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| ret_gain_over_identity | retrieval | True |
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| grad_cosine | gradient | True |
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| grad_l2 | gradient | True |
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| grad_norm_ratio | gradient | True |
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| grad_cosine_layer_min | gradient | True |
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| beh_js | behaviour | True |
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| beh_logit_cosine | behaviour | True |
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| beh_topk_overlap | behaviour | True |
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| beh_rank_corr | behaviour | True |
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| beh_entropy_gap | behaviour | True |
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| geoX_* | representation | False | False | extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box. |
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| retX_* | retrieval | False | False | extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box. |
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all 20 matched checkpoints, the endpoint-scaled benchmark mean rises +0.219 (18/20 positive,
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Wilcoxon p = 9.5e-6) (§6 T0).
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+
**Coverage: mechanism 20/20 matched pairs, property panel 2/20.** Regenerated
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2026-08-26 19:44 UTC.
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<!-- AIM-HEADLINE:END -->
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Published at
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[`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging),
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- **`model.embed_tokens` is exempt** (the `'embed' not in name` guard), so the merged embedding
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table survives untouched. `lm_head` is *not* exempt and is shrunk.
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## 2. What AIM does to the weights (mechanism, 20/20 pairs, complete)
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### 2.1 The published checkpoints are exactly the closed form — recovered from public artefacts
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quantisation noise that makes elementwise ratios meaningless while leaving the projection well
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determined.)
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Across **all 20 matched pairs** (median over the 20, and over the ~360 tensors of each):
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| quantity | predicted by the stated rule | recovered | range over the 20 pairs |
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|---|---|---|---|
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| min over channels of `r_j` | ω = 0.4 exactly | **0.3998** | 0.372 – 0.400 |
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| max over channels of `r_j` | 1.0 exactly | **0.9953** | 0.993 – 1.002 |
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| variance of `W_AIM − W_base` explained by a per-input-channel gain | 1.0 | **R² = 0.9992** | 0.990 – 0.9995 |
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| `model.embed_tokens` Frobenius ratio | 1.0 (exempt by the `'embed' not in name` guard) | **1.0000** | 1.0000 – 1.0019 |
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Nothing about ω was assumed: 0.3998 is *measured* from the checkpoints and lands on the paper's
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stated 0.4. The residual 0.08% is bf16 quantisation, not model error.
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### 2.2 The shrinkage is keyed to the *base model's* activations — confirmed independently
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published checkpoint pair**, `â_j = (1 - r_j)/(1 - ω)`, against the salience **measured from the
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base model**.
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Over **5620 (checkpoint, module) pairs** — all 20 matched pairs × ~280 modules each:
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- median Pearson **r = 0.9956** (5th percentile 0.952, minimum 0.684)
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- median absolute error **0.0088** on a 0–1 scale, median fitted slope 1.04
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So AIM's claim — that it preserves the weights the base model's activations single out — is
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**true as stated, and verifiable without running the merge, the calibration, or a benchmark**.
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This is where the interesting part is.
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+
- **Total weight change removed: 8.0%.** Summed over every non-embedding tensor,
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`‖ΔW_AIM‖_F / ‖ΔW_merge‖_F = 0.920` (median over the 20 pairs; range 0.917–0.935). AIM keeps
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92% of the merge's task vector. Cosine between the AIM delta and the baseline delta is
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**0.9994** (median per tensor).
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- **The protection lands on almost nothing.** Because `a_j` is normalised by its *maximum* and
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LLaMA's residual stream has massive activation outliers, the salience vector is extremely
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peaked. Median fraction of input channels with `a_j > 0.5` (i.e. delta cut by more than 30%):
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| `mlp.down_proj` | 0.272 | 0.0005 |
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| `lm_head` | 0.012 | 0.0008 |
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+
Across all modules, **0.2% of input channels** carry `a_j > 0.5`, and only **0.84%** are
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protected enough to lose more than a tenth of their delta (`r_j < 0.9`; range 0.66–0.86% over
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the 20 pairs).
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- **A single scalar per tensor reproduces AIM's weights to 99.88%.** Fitting one
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activation-*agnostic* scalar per tensor instead of the full per-channel profile explains
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R² = 0.99882 of `W_AIM − W_base`, against R² = 0.99918 for the full profile. In weight space the
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activation-informed targeting accounts for barely a third of an already-tiny residual — which is
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exactly why §3.2's control is the test that matters, and why its result is a surprise.
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That last line is the reason §3's control exists. If a magnitude-matched *uniform* shrink
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reproduces 99.88% of what AIM does to the weights, then the burden is on the activation-informed
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part to show it does something in *activation* space that the uniform control does not — which is
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exactly AIM's claim, and exactly what a with/without benchmark comparison cannot separate.
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**It does: see §3.2.**
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### 2.4 Where the protection lands: AIM is mostly an MLP-input intervention
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## 3. The activation-space test, and the property panel
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+
Two phases, chained per shard (`scripts/aim/chain_aim.sh`, GPUs 6 and 7, one matched pair on disk
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at a time, resumable ledger at `results/aim/ledger_s*.json`). Phase `mech` — the test of AIM's own
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claim, §3.1–3.2 — ran first and is **complete, 20/20**; it costs no gradients and no property
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columns and took ~85 s a pair. Phase `panel` — the F8 property suite, §3.3 — then covers as many
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pairs as fit before its wall-clock deadline. `scripts/aim/autopilot_aim.sh` rebuilds every table
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and figure and pushes to the Hub every 15 minutes, so partial coverage is always visible and
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always labelled.
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### 3.1 The test AIM's claim actually needs — and its control
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checkpoints what varies most with the benchmark gain is simply how much of the merge got pulled
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back. On 20 points none of these correlations is individually distinguishable from zero, so this
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is a direction to look, not a claim.
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+
### 3.3 The property panel
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+
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+
The F8 suite (`figures/final/F8_metric_families.png`'s 23 properties in five families, same
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estimators, same 32-sentence probe) computed on **(merged model, base model)** rather than on a
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parent pair. The parent set is constant within a task combination, so a pre-merge property cannot
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vary across the 20 cells; the object that does vary is the merge's own relation to the base it was
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built from.
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Two caveats stated up front, because they decide how the figure may be read.
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- **Four points per operator.** Each operator has four task combinations, so a per-operator
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correlation has n = 4 and its exact permutation p cannot go below 1/12. Every per-operator cell
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in `figures/aim/F8_AIM_metric_families.png` is struck through; that is the honest result, not a
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bug. The bottom row pools all pairs after within-operator centring and uses an exact
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combo-clustered permutation.
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- **`F8b_AIM_property_deltas` is the panel with power**: the paired with-minus-without difference
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in each property over the matched pairs, Wilcoxon signed rank on the pooled row. Note that a
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shift toward the base model is expected there *by construction* (§3.1); what the panel adds is
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**which families move more than the weight-space shrink alone would predict**.
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## 4. What did not run, and why
|
| 324 |
|
|
|
|
| 459 |
|
| 460 |
### T2 — Does AIM's effect differ by merge operator?
|
| 461 |
|
| 462 |
+
| operator | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
|
| 463 |
+
|:-------------------|------------:|-----------------:|-------------------------:|:---------------------------------------------------------------------------------------------------------|
|
| 464 |
+
| ALL | 49 | 5 | 0.8104 | ret_procrustes_p_at_5 (-1.73), grad_cosine_layer_min (-1.64), grad_cosine_layer_late_minus_early (+1.53) |
|
| 465 |
+
| DARETaskArithmetic | 5 | 0 | 0.446 | cka_to_base (+0.83), act_deviation_from_base (-0.60), beh_kl_to_base (-0.29) |
|
| 466 |
+
| DARETies | 5 | 0 | 0.4776 | cka_to_base (+0.89), act_deviation_from_base (-0.64), beh_kl_to_base (-0.35) |
|
| 467 |
+
| TaskArithmetic | 49 | 0 | 1.021 | subspace_overlap (+2.45), grad_cosine_layer_min (-2.13), spectral_overcounting (-2.00) |
|
| 468 |
+
| Ties | 49 | 0 | 0.6138 | ret_procrustes_p_at_5 (-1.73), grad_norm_a (+1.27), grad_norm_ratio (+1.27) |
|
| 469 |
+
| WIDEN | 5 | 0 | 0.2624 | act_deviation_from_base (-0.35), beh_js_to_base (-0.30), beh_kl_to_base (-0.28) |
|
| 470 |
|
| 471 |
|
| 472 |
+
Full table: `results/aim/tables/T2_per_operator.csv` (162 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
|
| 473 |
|
| 474 |
|
| 475 |
### T3 — Does it differ by which domains were merged?
|
| 476 |
|
| 477 |
+
| combo | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
|
| 478 |
+
|:----------------------------|------------:|-----------------:|-------------------------:|:---------------------------------------------------------------------------------------------------------|
|
| 479 |
+
| ALL | 49 | 5 | 0.8104 | ret_procrustes_p_at_5 (-1.73), grad_cosine_layer_min (-1.64), grad_cosine_layer_late_minus_early (+1.53) |
|
| 480 |
+
| Code-Instruction_Tuned | 5 | 0 | 0.3761 | cka_to_base (+0.63), act_deviation_from_base (-0.53), qmd_raw_from_base (-0.26) |
|
| 481 |
+
| Code-Math | 49 | 0 | 0.7802 | ret_procrustes_p_at_5 (-1.73), grad_cosine_layer_min (-1.64), grad_cosine_layer_late_minus_early (+1.53) |
|
| 482 |
+
| Code-Math-Instruction_Tuned | 5 | 0 | 0.4938 | cka_to_base (+0.93), act_deviation_from_base (-0.65), beh_kl_to_base (-0.34) |
|
| 483 |
+
| Math-Instruction_Tuned | 5 | 0 | 0.4332 | cka_to_base (+0.63), act_deviation_from_base (-0.59), beh_kl_to_base (-0.38) |
|
| 484 |
|
| 485 |
|
| 486 |
+
Full table: `results/aim/tables/T3_per_combo.csv` (113 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
|
| 487 |
|
| 488 |
|
| 489 |
### T1 — Paired per-checkpoint table
|
|
|
|
| 491 |
One row per (operator, task combination, property): the with-AIM value, its baseline twin's value, the raw difference and the difference in SD units, joined to the published outcome for that pair. `results/aim/tables/T1_paired_per_checkpoint.csv`. This is the core artefact of the matched design; it is too large to render inline (20 pairs x ~70 properties).
|
| 492 |
|
| 493 |
|
| 494 |
+
### F8 / F8b — the property panels, pooled row
|
| 495 |
+
|
| 496 |
+
`figures/aim/F8_AIM_metric_families.png` panels (a)/(b)/(c) and `figures/aim/F8b_AIM_property_deltas.png`, bottom row (`all (within-op.)`, n = 1 pairs). Correlations are against the endpoint-scaled published benchmark mean.
|
| 497 |
+
|
| 498 |
+
| property | family | r with AIM | r baseline | delta r | paired delta property (SD) | q (BH) |
|
| 499 |
+
|:--------------------------|:---------------|:-------------|:-------------|:----------|:-----------------------------|:---------|
|
| 500 |
+
| weight_cosine | weight space | — | — | — | — | — |
|
| 501 |
+
| qmd_raw | weight space | — | — | — | — | — |
|
| 502 |
+
| coord_fraction | weight space | — | — | — | — | — |
|
| 503 |
+
| subspace_overlap | weight space | — | — | — | — | — |
|
| 504 |
+
| spectral_overcounting | weight space | — | — | — | — | — |
|
| 505 |
+
| geo_cka_mean | representation | — | — | — | — | — |
|
| 506 |
+
| geo_procrustes_mean | representation | — | — | — | — | — |
|
| 507 |
+
| geo_subspace_overlap_mean | representation | — | — | — | — | — |
|
| 508 |
+
| geo_svcca_mean | representation | — | — | — | — | — |
|
| 509 |
+
| geo_cka_late_minus_early | representation | — | — | — | — | — |
|
| 510 |
+
| ret_identity_p_at_1 | retrieval | — | — | — | — | — |
|
| 511 |
+
| ret_procrustes_p_at_1 | retrieval | — | — | — | — | — |
|
| 512 |
+
| ret_ridge_p_at_1 | retrieval | — | — | — | — | — |
|
| 513 |
+
| ret_gain_over_identity | retrieval | — | — | — | — | — |
|
| 514 |
+
| grad_cosine | gradient | — | — | — | — | — |
|
| 515 |
+
| grad_l2 | gradient | — | — | — | — | — |
|
| 516 |
+
| grad_norm_ratio | gradient | — | — | — | — | — |
|
| 517 |
+
| grad_cosine_layer_min | gradient | — | — | — | — | — |
|
| 518 |
+
| beh_js | behaviour | — | — | — | — | — |
|
| 519 |
+
| beh_logit_cosine | behaviour | — | — | — | — | — |
|
| 520 |
+
| beh_topk_overlap | behaviour | — | — | — | — | — |
|
| 521 |
+
| beh_rank_corr | behaviour | — | — | — | — | — |
|
| 522 |
+
| beh_entropy_gap | behaviour | — | — | — | — | — |
|
| 523 |
+
|
| 524 |
+
|
| 525 |
+
**Does AIM change which properties track the outcome?** The cross-arm agreement of the property ranking is compared against a within-arm split-half ceiling (the six published benchmarks split into two disjoint halves), because with four task combinations per operator an agreement near zero could equally mean 'the ranking changed' or 'four points cannot pin down a correlation'.
|
| 526 |
+
|
| 527 |
+
| quantity | Spearman over properties |
|
| 528 |
+
|:-------------------------------|:---------------------------|
|
| 529 |
+
| within_arm_split_half_baseline | — |
|
| 530 |
+
| within_arm_split_half_aim | — |
|
| 531 |
+
| cross_arm_full_outcome | — |
|
| 532 |
+
| cross_arm_h1 | — |
|
| 533 |
+
| cross_arm_h2 | — |
|
| 534 |
+
|
| 535 |
+
|
| 536 |
### T5 — Coverage and provenance
|
| 537 |
|
| 538 |
0/20 matched pairs complete. Published benchmark scores cover 20/20.
|
| 539 |
|
| 540 |
| operator_label | combo | ledger_status | weight_mechanism | activation_mechanism | property_panel_both_arms | published_benchmarks |
|
| 541 |
|:-----------------|:----------------------------|:----------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
|
| 542 |
+
| Task Arithmetic | Code-Math | not-run | True | True | True | True |
|
| 543 |
| Task Arithmetic | Code-Instruction_Tuned | not-run | True | True | False | True |
|
| 544 |
| Task Arithmetic | Math-Instruction_Tuned | not-run | True | True | False | True |
|
| 545 |
| Task Arithmetic | Code-Math-Instruction_Tuned | not-run | True | True | False | True |
|
| 546 |
+
| TIES | Code-Math | not-run | True | True | True | True |
|
| 547 |
| TIES | Code-Instruction_Tuned | not-run | True | True | False | True |
|
| 548 |
| TIES | Math-Instruction_Tuned | not-run | True | True | False | True |
|
| 549 |
| TIES | Code-Math-Instruction_Tuned | not-run | True | True | False | True |
|
|
|
|
| 565 |
|
| 566 |
| column | family | in_F8 | populated | reason_if_not |
|
| 567 |
|:--------------------------|:---------------|:--------|:------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|
| 568 |
+
| weight_cosine | weight space | True | True | nan |
|
| 569 |
| qmd_raw | weight space | True | False | sweep incomplete |
|
| 570 |
| coord_fraction | weight space | True | False | NaN by construction: coordinate_gap / qmd_raw with a zero numerator. |
|
| 571 |
+
| subspace_overlap | weight space | True | True | nan |
|
| 572 |
+
| spectral_overcounting | weight space | True | True | nan |
|
| 573 |
+
| geo_cka_mean | representation | True | True | nan |
|
| 574 |
+
| geo_procrustes_mean | representation | True | True | nan |
|
| 575 |
+
| geo_subspace_overlap_mean | representation | True | True | nan |
|
| 576 |
+
| geo_svcca_mean | representation | True | True | nan |
|
| 577 |
+
| geo_cka_late_minus_early | representation | True | True | nan |
|
| 578 |
+
| ret_identity_p_at_1 | retrieval | True | True | nan |
|
| 579 |
+
| ret_procrustes_p_at_1 | retrieval | True | True | nan |
|
| 580 |
+
| ret_ridge_p_at_1 | retrieval | True | True | nan |
|
| 581 |
+
| ret_gain_over_identity | retrieval | True | True | nan |
|
| 582 |
+
| grad_cosine | gradient | True | True | nan |
|
| 583 |
+
| grad_l2 | gradient | True | True | nan |
|
| 584 |
+
| grad_norm_ratio | gradient | True | True | nan |
|
| 585 |
+
| grad_cosine_layer_min | gradient | True | True | nan |
|
| 586 |
+
| beh_js | behaviour | True | True | nan |
|
| 587 |
+
| beh_logit_cosine | behaviour | True | True | nan |
|
| 588 |
+
| beh_topk_overlap | behaviour | True | True | nan |
|
| 589 |
+
| beh_rank_corr | behaviour | True | True | nan |
|
| 590 |
+
| beh_entropy_gap | behaviour | True | True | nan |
|
| 591 |
| geoX_* | representation | False | False | extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box. |
|
| 592 |
| retX_* | retrieval | False | False | extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box. |
|
| 593 |
|
figures/F8_AIM_metric_families.pdf
ADDED
|
Binary file (39.4 kB). View file
|
|
|
figures/F8_AIM_metric_families.png
ADDED
|
Git LFS Details
|
figures/F8b_AIM_property_deltas.pdf
ADDED
|
Binary file (36.6 kB). View file
|
|
|
figures/F8b_AIM_property_deltas.png
ADDED
|
Git LFS Details
|
figures/F9_AIM_mechanism.pdf
CHANGED
|
Binary files a/figures/F9_AIM_mechanism.pdf and b/figures/F9_AIM_mechanism.pdf differ
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|
results/ledger_s0.json
CHANGED
|
@@ -28,6 +28,12 @@
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|
| 28 |
"phase": "mech",
|
| 29 |
"status": "ok"
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| 30 |
},
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| 31 |
"TaskArithmetic__Math-Instruction_Tuned#mech": {
|
| 32 |
"phase": "mech",
|
| 33 |
"secs": 197,
|
|
|
|
| 28 |
"phase": "mech",
|
| 29 |
"status": "ok"
|
| 30 |
},
|
| 31 |
+
"TaskArithmetic__Code-Math#panel": {
|
| 32 |
+
"phase": "panel",
|
| 33 |
+
"secs": 743,
|
| 34 |
+
"status": "ok",
|
| 35 |
+
"when": "2026-08-26T19:42:29"
|
| 36 |
+
},
|
| 37 |
"TaskArithmetic__Math-Instruction_Tuned#mech": {
|
| 38 |
"phase": "mech",
|
| 39 |
"secs": 197,
|
results/ledger_s1.json
CHANGED
|
@@ -39,6 +39,12 @@
|
|
| 39 |
"phase": "mech",
|
| 40 |
"status": "ok"
|
| 41 |
},
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|
| 42 |
"Ties__Math-Instruction_Tuned#mech": {
|
| 43 |
"phase": "mech",
|
| 44 |
"secs": 196,
|
|
|
|
| 39 |
"phase": "mech",
|
| 40 |
"status": "ok"
|
| 41 |
},
|
| 42 |
+
"Ties__Code-Math#panel": {
|
| 43 |
+
"phase": "panel",
|
| 44 |
+
"secs": 738,
|
| 45 |
+
"status": "ok",
|
| 46 |
+
"when": "2026-08-26T19:39:41"
|
| 47 |
+
},
|
| 48 |
"Ties__Math-Instruction_Tuned#mech": {
|
| 49 |
"phase": "mech",
|
| 50 |
"secs": 196,
|
results/panel_rows_s0.csv
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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|
| 1 |
+
operator,combo,aim,arm,repo,geo_cka_mean,geo_cka_late_minus_early,geo_cka_peak_depth,geo_rowwise_cosine_mean,geo_rowwise_cosine_late_minus_early,geo_rowwise_cosine_peak_depth,geo_procrustes_mean,geo_procrustes_late_minus_early,geo_procrustes_peak_depth,geo_subspace_overlap_mean,geo_subspace_overlap_late_minus_early,geo_subspace_overlap_peak_depth,geo_svcca_mean,geo_svcca_late_minus_early,geo_svcca_peak_depth,ret_identity_p_at_1,ret_identity_p_at_5,ret_identity_p_at_10,ret_procrustes_p_at_1,ret_procrustes_p_at_5,ret_procrustes_p_at_10,ret_ridge_p_at_1,ret_ridge_p_at_5,ret_ridge_p_at_10,ret_gain_over_identity,beh_logit_kl,beh_kl_sym,beh_js,beh_logit_cosine,beh_logit_l2,beh_entropy_gap,beh_topk_overlap,beh_rank_corr,grad_cosine,grad_l2,grad_norm_ratio,grad_norm_a,grad_norm_b,grad_cosine_layer_mean,grad_cosine_layer_late_minus_early,grad_cosine_layer_min,weight_cosine,subspace_overlap,spectral_overcounting
|
| 2 |
+
TaskArithmetic,Code-Math,0,merge,ahn1376/TaskArithmetic___Code-Math,0.9930885569927597,-0.07698849211054926,0.1794871794871795,0.9908710673451424,-0.08166122436523438,0.07692307692307693,0.002721947189754578,0.01404953890491245,1.0,0.7774382523120954,-0.20737463432520575,0.0,0.9891374250741723,0.00666258984990542,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.6153846153846154,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.30399625235676625,0.3235272971571356,0.07076306797142021,0.9613301176577806,162.13931274414062,-0.9580553334901714,0.75,0.9612488259798522,0.592158773428496,2306.759099282534,0.9110638542598302,2425.0298323354004,2661.756166702006,0.5155714649707079,0.2209797352552414,0.2175084501504898,0.999807596206665,0.99853515625,-0.9999980330467224
|
| 3 |
+
TaskArithmetic,Code-Math,1,aim,ahn1376/TaskArithmetic___Code-Math___AIM,0.9945506464794935,-0.055673375970133,0.1794871794871795,0.9926170140504837,-0.06605297327041626,0.07692307692307693,0.002190665566547556,0.010471952043090593,1.0,0.7996645381073592,-0.1796519648387671,0.0,0.990373600650402,0.005690394472177118,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.2630344502284437,0.27374887236882367,0.06055055836978797,0.9688364844769239,145.14276123046875,-0.8577658281539922,0.759375,0.9668371863411456,0.5782269179049978,2370.2585704517037,0.93503639362456,2488.8388868209768,2661.756166702006,0.5337781719863415,0.3219577968120575,0.13126400113105774,0.999807596206665,0.999355137348175,-0.9999980926513672
|
results/panel_rows_s1.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
operator,combo,aim,arm,repo,geo_cka_mean,geo_cka_late_minus_early,geo_cka_peak_depth,geo_rowwise_cosine_mean,geo_rowwise_cosine_late_minus_early,geo_rowwise_cosine_peak_depth,geo_procrustes_mean,geo_procrustes_late_minus_early,geo_procrustes_peak_depth,geo_subspace_overlap_mean,geo_subspace_overlap_late_minus_early,geo_subspace_overlap_peak_depth,geo_svcca_mean,geo_svcca_late_minus_early,geo_svcca_peak_depth,ret_identity_p_at_1,ret_identity_p_at_5,ret_identity_p_at_10,ret_procrustes_p_at_1,ret_procrustes_p_at_5,ret_procrustes_p_at_10,ret_ridge_p_at_1,ret_ridge_p_at_5,ret_ridge_p_at_10,ret_gain_over_identity,beh_logit_kl,beh_kl_sym,beh_js,beh_logit_cosine,beh_logit_l2,beh_entropy_gap,beh_topk_overlap,beh_rank_corr,grad_cosine,grad_l2,grad_norm_ratio,grad_norm_a,grad_norm_b,grad_cosine_layer_mean,grad_cosine_layer_late_minus_early,grad_cosine_layer_min,weight_cosine,subspace_overlap,spectral_overcounting
|
| 2 |
+
Ties,Code-Math,0,merge,ahn1376/Ties___Code-Math,0.9950276483976795,-0.03982648848181902,0.1794871794871795,0.9932829976081848,-0.05726140737533569,0.07692307692307693,0.0019867146024871996,0.007681346688587776,1.0,0.8307646546247305,-0.15156557415598138,0.0,0.9918700300931974,0.005308828495821705,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.6153846153846154,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.21040047600780368,0.21566948027724875,0.04867244805998143,0.9735978525131941,134.2702178955078,-0.7119038706301577,0.790625,0.9714328588858698,0.5770794629628759,2248.9716232321766,0.7936686956273205,2112.5525449043575,2661.756166702006,0.5680897474288941,0.27943167090415955,0.18610823154449463,0.999807596206665,0.9989471435546875,-0.9999980926513672
|
| 3 |
+
Ties,Code-Math,1,aim,ahn1376/Ties___Code-Math___AIM,0.9959680857592679,-0.031412654834733655,0.1794871794871795,0.9945648342370987,-0.047279417514801025,0.07692307692307693,0.0016178933505263781,0.006126797202974266,1.0,0.8532723782550617,-0.12419270942044114,0.0,0.9923686480991026,0.005257749399884104,0.5641025641025641,1.0,1.0,1.0,0.15384615384615385,0.5384615384615384,0.8461538461538461,0.15384615384615385,0.5384615384615384,0.8461538461538461,-0.8461538461538461,0.18102952042879136,0.1838637848608179,0.04193555079188003,0.9786411840468645,120.259521484375,-0.6537038415514891,0.796875,0.9756381849494506,0.5798330660603503,2303.8239813727732,0.8719713407752943,2320.9750934960557,2661.756166702006,0.5935959197580815,0.3435364365577698,0.13996994495391846,0.999807596206665,0.998933732509613,-0.9999980926513672
|
results/panel_stats.json
ADDED
|
@@ -0,0 +1,1270 @@
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| 1 |
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| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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},
|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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"DARETies",
|
| 16 |
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"WIDEN"
|
| 17 |
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],
|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
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|
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|
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|
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|
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|
| 1241 |
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|
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|
| 1243 |
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|
| 1244 |
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|
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|
| 1246 |
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|
| 1247 |
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|
| 1248 |
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|
| 1249 |
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|
| 1250 |
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|
| 1251 |
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|
| 1252 |
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|
| 1253 |
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|
| 1254 |
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|
| 1255 |
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|
| 1256 |
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|
| 1257 |
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|
| 1258 |
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|
| 1259 |
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|
| 1260 |
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|
| 1261 |
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],
|
| 1262 |
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"rows": [
|
| 1263 |
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|
| 1264 |
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|
| 1265 |
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|
| 1266 |
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|
| 1267 |
+
"WIDEN",
|
| 1268 |
+
"all (within-op.)"
|
| 1269 |
+
]
|
| 1270 |
+
}
|
tables/T1_paired_per_checkpoint.csv
CHANGED
|
@@ -1,101 +1,189 @@
|
|
| 1 |
-
operator,operator_label,combo,metric,family,without_aim,with_aim,difference,difference_sd_units
|
| 2 |
-
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,act_deviation_from_base,representation,0.3268741406500339,0.2771998148411512,-0.0496743258088827,-0.6024211401198292
|
| 3 |
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DARETaskArithmetic,DARE Linear,Code-Math,act_deviation_from_base,representation,0.2090091705322265,0.18324254406616086,-0.025766626466065645,-0.3124825599536037
|
| 4 |
-
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.41396001614630223,0.3468391884118318,-0.06712082773447042,-0.814002100907342
|
| 5 |
-
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,act_deviation_from_base,representation,0.39771203845739367,0.34087302163243294,-0.05683901682496073,-0.6893103179844277
|
| 6 |
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DARETies,DARE TIES,Code-Instruction_Tuned,act_deviation_from_base,representation,0.32205841317772865,0.2706678189337253,-0.05139059424400333,-0.6232350388613026
|
| 7 |
-
DARETies,DARE TIES,Code-Math,act_deviation_from_base,representation,0.21137537630274889,0.18471119441092013,-0.02666418189182876,-0.3233675866571219
|
| 8 |
-
DARETies,DARE TIES,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.41742832884192466,0.34477567411959165,-0.07265265472233301,-0.881088859845858
|
| 9 |
-
DARETies,DARE TIES,Math-Instruction_Tuned,act_deviation_from_base,representation,0.40017827302217485,0.3404878456145525,-0.05969042740762237,-0.7238905560890303
|
| 10 |
-
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,act_deviation_from_base,representation,0.31902736425399775,0.2703720036894083,-0.04865536056458947,-0.5900637262201152
|
| 11 |
-
TaskArithmetic,Task Arithmetic,Code-Math,act_deviation_from_base,representation,0.2079064922407269,0.18354407707229253,-0.024362415168434376,-0.2954531074726018
|
| 12 |
-
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.405633632466197,0.34357630088925356,-0.06205733157694343,-0.7525949840811219
|
| 13 |
-
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,act_deviation_from_base,representation,0.39210564494132993,0.33807642459869386,-0.054029220342636075,-0.6552347513245169
|
| 14 |
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Ties,TIES,Code-Instruction_Tuned,act_deviation_from_base,representation,0.26751709580421446,0.22590580526739354,-0.041611290536820916,-0.5046373690806403
|
| 15 |
-
Ties,TIES,Code-Math,act_deviation_from_base,representation,0.18338995799422259,0.16238840231671925,-0.021001555677503336,-0.25469457128030626
|
| 16 |
-
Ties,TIES,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.2203250393271446,0.18917316654697058,-0.031151872780174006,-0.3777916743007811
|
| 17 |
-
Ties,TIES,Math-Instruction_Tuned,act_deviation_from_base,representation,0.2414184311404824,0.20530384760349984,-0.03611458353698255,-0.4379765247948554
|
| 18 |
-
WIDEN,WIDEN,Code-Instruction_Tuned,act_deviation_from_base,representation,0.21522565763443705,0.18980246856808658,-0.025423189066350466,-0.30831755224535184
|
| 19 |
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WIDEN,WIDEN,Code-Math,act_deviation_from_base,representation,0.1499567064456641,0.13331147627905007,-0.01664523016661404,-0.2018636060227215
|
| 20 |
-
WIDEN,WIDEN,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.24535813517868515,0.21107980906963345,-0.03427832610905171,-0.4157074697996532
|
| 21 |
-
WIDEN,WIDEN,Math-Instruction_Tuned,act_deviation_from_base,representation,0.27196276579052203,0.23418197268620128,-0.03778079310432075,-0.45818333889629526
|
| 22 |
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DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,cka_to_base,representation,0.9630374073982239,0.9756896287202835,0.012652221322059676,0.8473500161617931
|
| 23 |
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DARETaskArithmetic,DARE Linear,Code-Math,cka_to_base,representation,0.988602839410305,0.9910977050662041,0.00249486565589907,0.16708721733800921
|
| 24 |
-
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9444771707057953,0.9662201166152954,0.0217429459095001,1.4561779389439773
|
| 25 |
-
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,cka_to_base,representation,0.9561630114912987,0.9691109836101532,0.012947972118854567,0.8671571659155738
|
| 26 |
-
DARETies,DARE TIES,Code-Instruction_Tuned,cka_to_base,representation,0.9662329286336899,0.9789113625884056,0.012678433954715684,0.8491055398867839
|
| 27 |
-
DARETies,DARE TIES,Code-Math,cka_to_base,representation,0.9881209120154381,0.9910706728696823,0.0029497608542442544,0.19755265450181037
|
| 28 |
-
DARETies,DARE TIES,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9456815689802169,0.9694720149040222,0.023790445923805303,1.5933039918361938
|
| 29 |
-
DARETies,DARE TIES,Math-Instruction_Tuned,cka_to_base,representation,0.9561433091759681,0.9701771914958954,0.014033882319927304,0.9398832116436016
|
| 30 |
-
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,cka_to_base,representation,0.9668349489569664,0.9788408130407333,0.012005864083766915,0.8040619007888237
|
| 31 |
-
TaskArithmetic,Task Arithmetic,Code-Math,cka_to_base,representation,0.988736729323864,0.9910610884428024,0.0023243591189383572,0.15566798010118926
|
| 32 |
-
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9509493231773376,0.9675659328699112,0.016616609692573614,1.1128547417209058
|
| 33 |
-
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,cka_to_base,representation,0.959263214468956,0.9698800936341285,0.01061687916517251,0.7110382045334173
|
| 34 |
-
Ties,TIES,Code-Instruction_Tuned,cka_to_base,representation,0.9842474162578583,0.9911796778440476,0.006932261586189314,0.4642704089323539
|
| 35 |
-
Ties,TIES,Code-Math,cka_to_base,representation,0.9912186995148659,0.99300397336483,0.0017852738499641863,0.1195641292634388
|
| 36 |
-
Ties,TIES,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9914436548948288,0.9942833751440048,0.002839720249176003,0.19018296770061102
|
| 37 |
-
Ties,TIES,Math-Instruction_Tuned,cka_to_base,representation,0.988047470152378,0.9926868349313736,0.004639364778995514,0.31070953632530524
|
| 38 |
-
WIDEN,WIDEN,Code-Instruction_Tuned,cka_to_base,representation,0.9884805098176003,0.9913797855377198,0.0028992757201194985,0.19417154235338818
|
| 39 |
-
WIDEN,WIDEN,Code-Math,cka_to_base,representation,0.9945898994803428,0.9956279069185257,0.0010380074381828308,0.06951788125826895
|
| 40 |
-
WIDEN,WIDEN,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9861174300312996,0.990828663110733,0.004711233079433441,0.31552273109857565
|
| 41 |
-
WIDEN,WIDEN,Math-Instruction_Tuned,cka_to_base,representation,0.9840415135025978,0.9888819053769111,0.004840391874313288,0.32417280954275035
|
| 42 |
-
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.07540532551926302,0.06918316821085496,-0.006222157308408055,-0.30576580173924633
|
| 43 |
-
DARETaskArithmetic,DARE Linear,Code-Math,qmd_raw_from_base,weight space,0.027830858351205065,0.025713600634237572,-0.002117257716967493,-0.10404510384884595
|
| 44 |
-
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.08106394490993216,0.07435638722862838,-0.00670755768130378,-0.3296190775126555
|
| 45 |
-
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.08101604946480126,0.07431673551507964,-0.006699313949721619,-0.32921396862973856
|
| 46 |
-
DARETies,DARE TIES,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06789361068416809,0.06231974267677706,-0.005573868007391028,-0.2739079286480945
|
| 47 |
-
DARETies,DARE TIES,Code-Math,qmd_raw_from_base,weight space,0.02532894138283997,0.023444206348130697,-0.0018847350347092721,-0.09261860322547368
|
| 48 |
-
DARETies,DARE TIES,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07842935274588043,0.07191654395449834,-0.006512808791382094,-0.32004883563139264
|
| 49 |
-
DARETies,DARE TIES,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07794717115598046,0.0715050015495038,-0.006442169606476658,-0.3165775240048559
|
| 50 |
-
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06748542751022336,0.06197007668653693,-0.005515350823686434,-0.27103230967800196
|
| 51 |
-
TaskArithmetic,Task Arithmetic,Code-Math,qmd_raw_from_base,weight space,0.02494948531349566,0.023119563194417308,-0.0018299221190783525,-0.08992501734153821
|
| 52 |
-
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07272877584972695,0.06674016389376215,-0.005988611955964798,-0.29428904562512653
|
| 53 |
-
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07268515892821595,0.06670400911641289,-0.00598114981180306,-0.29392234507751674
|
| 54 |
-
Ties,TIES,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06307845715669955,0.058067960792707346,-0.005010496363992201,-0.24622303196632414
|
| 55 |
-
Ties,TIES,Code-Math,qmd_raw_from_base,weight space,0.02326307511752211,0.021652956885821834,-0.0016101182317002777,-0.07912353667843433
|
| 56 |
-
Ties,TIES,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05446767310726107,0.050203098119900015,-0.004264574987361054,-0.20956737759193825
|
| 57 |
-
Ties,TIES,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05786696753653783,0.05320746697291281,-0.004659500563625026,-0.22897459111424992
|
| 58 |
-
WIDEN,WIDEN,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.050647287040768006,0.0466550100292541,-0.003992277011513903,-0.19618626156255584
|
| 59 |
-
WIDEN,WIDEN,Code-Math,qmd_raw_from_base,weight space,0.019018005658702125,0.017786045338737237,-0.0012319603199648886,-0.06054031042191369
|
| 60 |
-
WIDEN,WIDEN,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05039161050891783,0.046407742875562194,-0.003983867633355634,-0.195773012567514
|
| 61 |
-
WIDEN,WIDEN,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05479621414229463,0.05043220024105492,-0.004364013901239708,-0.21445394951854316
|
| 62 |
-
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0675294344035755,0.054332467446118,-0.013196966957457507,-0.26534451678728566
|
| 63 |
-
DARETaskArithmetic,DARE Linear,Code-Math,beh_js_to_base,behaviour,0.0701002699547847,0.0596478397893982,-0.010452430165386502,-0.2101615500310129
|
| 64 |
-
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1649849997656848,0.1531925715371772,-0.011792428228507595,-0.23710419069238398
|
| 65 |
-
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1558226350073653,0.1452851978753024,-0.010537437132062899,-0.21187074067830441
|
| 66 |
-
DARETies,DARE TIES,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0645529807269808,0.0522127097471974,-0.012340270979783408,-0.2481193785443587
|
| 67 |
-
DARETies,DARE TIES,Code-Math,beh_js_to_base,behaviour,0.0705667963771806,0.0605886174584691,-0.009978178918711493,-0.20062602809704028
|
| 68 |
-
DARETies,DARE TIES,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1579099506890481,0.1434274385153199,-0.014482512173728201,-0.2911923025185968
|
| 69 |
-
DARETies,DARE TIES,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1516165943578546,0.136825735452024,-0.014790858905830595,-0.2973920690934773
|
| 70 |
-
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0670005273723255,0.0541176966435751,-0.012882830728750391,-0.2590283438302437
|
| 71 |
-
TaskArithmetic,Task Arithmetic,Code-Math,beh_js_to_base,behaviour,0.0707630679739104,0.0605505583717166,-0.010212509602193796,-0.20533759266922477
|
| 72 |
-
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1723386903043327,0.1557380097510118,-0.016600680553320896,-0.3337812069971008
|
| 73 |
-
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1630553862854352,0.1491063061455251,-0.013949080139910086,-0.2804668634303113
|
| 74 |
-
Ties,TIES,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0401827128762879,0.0320304306451685,-0.008152282231119398,-0.1639136777642354
|
| 75 |
-
Ties,TIES,Code-Math,beh_js_to_base,behaviour,0.0486724480616445,0.0419355507932006,-0.006736897268443905,-0.13545527211695216
|
| 76 |
-
Ties,TIES,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0290378217286798,0.0234016886107479,-0.005636133117931898,-0.11332278269298476
|
| 77 |
-
Ties,TIES,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0397027983565525,0.0319435968527206,-0.0077592015038319,-0.15601020903716128
|
| 78 |
-
WIDEN,WIDEN,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0363831441722982,0.0279335037242935,-0.008449640448004704,-0.16989250400715278
|
| 79 |
-
WIDEN,WIDEN,Code-Math,beh_js_to_base,behaviour,0.0365018882611834,0.0305083815052392,-0.005993506755944199,-0.1205083076394803
|
| 80 |
-
WIDEN,WIDEN,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0814156675451293,0.0615861280156665,-0.0198295395294628,-0.39870218676166064
|
| 81 |
-
WIDEN,WIDEN,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1038943280401073,0.0794474548727698,-0.0244468731673375,-0.4915405008179976
|
| 82 |
-
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.3067125690407576,0.2416893078428814,-0.06502326119787621,-0.2990345698933688
|
| 83 |
-
DARETaskArithmetic,DARE Linear,Code-Math,beh_kl_to_base,behaviour,0.3002615200469781,0.2594705143337791,-0.04079100571319899,-0.18759318779542877
|
| 84 |
-
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7147236138251114,0.64177468547017,-0.07294892835494138,-0.33548381014630757
|
| 85 |
-
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.6873062086352962,0.611457267630225,-0.07584894100507122,-0.3488206379144176
|
| 86 |
-
DARETies,DARE TIES,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.2927892901591197,0.2313560658544693,-0.0614332243046504,-0.2825243992484339
|
| 87 |
-
DARETies,DARE TIES,Code-Math,beh_kl_to_base,behaviour,0.3048238893372912,0.2638059280120493,-0.041017961325241936,-0.18863693079726954
|
| 88 |
-
DARETies,DARE TIES,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7098179752433407,0.6148826686629932,-0.09493530658034743,-0.436596658610481
|
| 89 |
-
DARETies,DARE TIES,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.6873289485144918,0.5846292800262997,-0.10269966848819212,-0.4723040744003957
|
| 90 |
-
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.304607594224647,0.2406390341662837,-0.0639685600583633,-0.29418411951899426
|
| 91 |
-
TaskArithmetic,Task Arithmetic,Code-Math,beh_kl_to_base,behaviour,0.303996269463866,0.2630344646865175,-0.04096180477734851,-0.18837867323164387
|
| 92 |
-
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7553384977087472,0.6549430652966949,-0.10039543241205229,-0.46170715521689953
|
| 93 |
-
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7302715067695107,0.6341559539274912,-0.09611555284201945,-0.44202447669781614
|
| 94 |
-
Ties,TIES,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.1751193129121662,0.1364185276023318,-0.038700785309834396,-0.1779805023073793
|
| 95 |
-
Ties,TIES,Code-Math,beh_kl_to_base,behaviour,0.2104004919723689,0.1810295336203008,-0.0293709583520681,-0.13507369111245993
|
| 96 |
-
Ties,TIES,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.1210440478162356,0.0967837872615697,-0.02426026055466589,-0.11157017422409021
|
| 97 |
-
Ties,TIES,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.1695624375570265,0.1348951166119359,-0.03466732094509059,-0.15943105924236753
|
| 98 |
-
WIDEN,WIDEN,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.1487084594954175,0.1135898635347647,-0.035118595960652796,-0.16150642162340226
|
| 99 |
-
WIDEN,WIDEN,Code-Math,beh_kl_to_base,behaviour,0.1526036240678989,0.127567749296493,-0.025035874771405897,-0.11513713563810195
|
| 100 |
-
WIDEN,WIDEN,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.3255842181369209,0.2459603207798351,-0.0796238973570858,-0.3661812320817214
|
| 101 |
-
WIDEN,WIDEN,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.4269925540304505,0.3248536287939473,-0.1021389252365032,-0.4697252800735605
|
|
|
|
|
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|
| 1 |
+
operator,operator_label,combo,metric,family,without_aim,with_aim,difference,difference_sd_units,GSM8K__aim0,GSM8K__aim1,HV__aim0,HV__aim1,HumanEval__aim0,HumanEval__aim1,IFEval__aim0,IFEval__aim1,MATH__aim0,MATH__aim1,MBPP__aim0,MBPP__aim1,MMLU__aim0,MMLU__aim1,endpoint_scaled__aim0,endpoint_scaled__aim1,endpoint_scaled__diff,HV__diff,HumanEval__diff,MBPP__diff,MMLU__diff,MATH__diff,GSM8K__diff,IFEval__diff
|
| 2 |
+
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,act_deviation_from_base,representation,0.3268741406500339,0.2771998148411512,-0.0496743258088827,-0.6024211401198292,,,,,,,,,,,,,,,,,,,,,,,,
|
| 3 |
+
DARETaskArithmetic,DARE Linear,Code-Math,act_deviation_from_base,representation,0.2090091705322265,0.18324254406616086,-0.025766626466065645,-0.3124825599536037,,,,,,,,,,,,,,,,,,,,,,,,
|
| 4 |
+
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.41396001614630223,0.3468391884118318,-0.06712082773447042,-0.814002100907342,,,,,,,,,,,,,,,,,,,,,,,,
|
| 5 |
+
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,act_deviation_from_base,representation,0.39771203845739367,0.34087302163243294,-0.05683901682496073,-0.6893103179844277,,,,,,,,,,,,,,,,,,,,,,,,
|
| 6 |
+
DARETies,DARE TIES,Code-Instruction_Tuned,act_deviation_from_base,representation,0.32205841317772865,0.2706678189337253,-0.05139059424400333,-0.6232350388613026,,,,,,,,,,,,,,,,,,,,,,,,
|
| 7 |
+
DARETies,DARE TIES,Code-Math,act_deviation_from_base,representation,0.21137537630274889,0.18471119441092013,-0.02666418189182876,-0.3233675866571219,,,,,,,,,,,,,,,,,,,,,,,,
|
| 8 |
+
DARETies,DARE TIES,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.41742832884192466,0.34477567411959165,-0.07265265472233301,-0.881088859845858,,,,,,,,,,,,,,,,,,,,,,,,
|
| 9 |
+
DARETies,DARE TIES,Math-Instruction_Tuned,act_deviation_from_base,representation,0.40017827302217485,0.3404878456145525,-0.05969042740762237,-0.7238905560890303,,,,,,,,,,,,,,,,,,,,,,,,
|
| 10 |
+
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,act_deviation_from_base,representation,0.31902736425399775,0.2703720036894083,-0.04865536056458947,-0.5900637262201152,,,,,,,,,,,,,,,,,,,,,,,,
|
| 11 |
+
TaskArithmetic,Task Arithmetic,Code-Math,act_deviation_from_base,representation,0.2079064922407269,0.18354407707229253,-0.024362415168434376,-0.2954531074726018,,,,,,,,,,,,,,,,,,,,,,,,
|
| 12 |
+
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.405633632466197,0.34357630088925356,-0.06205733157694343,-0.7525949840811219,,,,,,,,,,,,,,,,,,,,,,,,
|
| 13 |
+
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,act_deviation_from_base,representation,0.39210564494132993,0.33807642459869386,-0.054029220342636075,-0.6552347513245169,,,,,,,,,,,,,,,,,,,,,,,,
|
| 14 |
+
Ties,TIES,Code-Instruction_Tuned,act_deviation_from_base,representation,0.26751709580421446,0.22590580526739354,-0.041611290536820916,-0.5046373690806403,,,,,,,,,,,,,,,,,,,,,,,,
|
| 15 |
+
Ties,TIES,Code-Math,act_deviation_from_base,representation,0.18338995799422259,0.16238840231671925,-0.021001555677503336,-0.25469457128030626,,,,,,,,,,,,,,,,,,,,,,,,
|
| 16 |
+
Ties,TIES,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.2203250393271446,0.18917316654697058,-0.031151872780174006,-0.3777916743007811,,,,,,,,,,,,,,,,,,,,,,,,
|
| 17 |
+
Ties,TIES,Math-Instruction_Tuned,act_deviation_from_base,representation,0.2414184311404824,0.20530384760349984,-0.03611458353698255,-0.4379765247948554,,,,,,,,,,,,,,,,,,,,,,,,
|
| 18 |
+
WIDEN,WIDEN,Code-Instruction_Tuned,act_deviation_from_base,representation,0.21522565763443705,0.18980246856808658,-0.025423189066350466,-0.30831755224535184,,,,,,,,,,,,,,,,,,,,,,,,
|
| 19 |
+
WIDEN,WIDEN,Code-Math,act_deviation_from_base,representation,0.1499567064456641,0.13331147627905007,-0.01664523016661404,-0.2018636060227215,,,,,,,,,,,,,,,,,,,,,,,,
|
| 20 |
+
WIDEN,WIDEN,Code-Math-Instruction_Tuned,act_deviation_from_base,representation,0.24535813517868515,0.21107980906963345,-0.03427832610905171,-0.4157074697996532,,,,,,,,,,,,,,,,,,,,,,,,
|
| 21 |
+
WIDEN,WIDEN,Math-Instruction_Tuned,act_deviation_from_base,representation,0.27196276579052203,0.23418197268620128,-0.03778079310432075,-0.45818333889629526,,,,,,,,,,,,,,,,,,,,,,,,
|
| 22 |
+
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,cka_to_base,representation,0.9630374073982239,0.9756896287202835,0.012652221322059676,0.8473500161617931,,,,,,,,,,,,,,,,,,,,,,,,
|
| 23 |
+
DARETaskArithmetic,DARE Linear,Code-Math,cka_to_base,representation,0.988602839410305,0.9910977050662041,0.00249486565589907,0.16708721733800921,,,,,,,,,,,,,,,,,,,,,,,,
|
| 24 |
+
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9444771707057953,0.9662201166152954,0.0217429459095001,1.4561779389439773,,,,,,,,,,,,,,,,,,,,,,,,
|
| 25 |
+
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,cka_to_base,representation,0.9561630114912987,0.9691109836101532,0.012947972118854567,0.8671571659155738,,,,,,,,,,,,,,,,,,,,,,,,
|
| 26 |
+
DARETies,DARE TIES,Code-Instruction_Tuned,cka_to_base,representation,0.9662329286336899,0.9789113625884056,0.012678433954715684,0.8491055398867839,,,,,,,,,,,,,,,,,,,,,,,,
|
| 27 |
+
DARETies,DARE TIES,Code-Math,cka_to_base,representation,0.9881209120154381,0.9910706728696823,0.0029497608542442544,0.19755265450181037,,,,,,,,,,,,,,,,,,,,,,,,
|
| 28 |
+
DARETies,DARE TIES,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9456815689802169,0.9694720149040222,0.023790445923805303,1.5933039918361938,,,,,,,,,,,,,,,,,,,,,,,,
|
| 29 |
+
DARETies,DARE TIES,Math-Instruction_Tuned,cka_to_base,representation,0.9561433091759681,0.9701771914958954,0.014033882319927304,0.9398832116436016,,,,,,,,,,,,,,,,,,,,,,,,
|
| 30 |
+
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,cka_to_base,representation,0.9668349489569664,0.9788408130407333,0.012005864083766915,0.8040619007888237,,,,,,,,,,,,,,,,,,,,,,,,
|
| 31 |
+
TaskArithmetic,Task Arithmetic,Code-Math,cka_to_base,representation,0.988736729323864,0.9910610884428024,0.0023243591189383572,0.15566798010118926,,,,,,,,,,,,,,,,,,,,,,,,
|
| 32 |
+
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9509493231773376,0.9675659328699112,0.016616609692573614,1.1128547417209058,,,,,,,,,,,,,,,,,,,,,,,,
|
| 33 |
+
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,cka_to_base,representation,0.959263214468956,0.9698800936341285,0.01061687916517251,0.7110382045334173,,,,,,,,,,,,,,,,,,,,,,,,
|
| 34 |
+
Ties,TIES,Code-Instruction_Tuned,cka_to_base,representation,0.9842474162578583,0.9911796778440476,0.006932261586189314,0.4642704089323539,,,,,,,,,,,,,,,,,,,,,,,,
|
| 35 |
+
Ties,TIES,Code-Math,cka_to_base,representation,0.9912186995148659,0.99300397336483,0.0017852738499641863,0.1195641292634388,,,,,,,,,,,,,,,,,,,,,,,,
|
| 36 |
+
Ties,TIES,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9914436548948288,0.9942833751440048,0.002839720249176003,0.19018296770061102,,,,,,,,,,,,,,,,,,,,,,,,
|
| 37 |
+
Ties,TIES,Math-Instruction_Tuned,cka_to_base,representation,0.988047470152378,0.9926868349313736,0.004639364778995514,0.31070953632530524,,,,,,,,,,,,,,,,,,,,,,,,
|
| 38 |
+
WIDEN,WIDEN,Code-Instruction_Tuned,cka_to_base,representation,0.9884805098176003,0.9913797855377198,0.0028992757201194985,0.19417154235338818,,,,,,,,,,,,,,,,,,,,,,,,
|
| 39 |
+
WIDEN,WIDEN,Code-Math,cka_to_base,representation,0.9945898994803428,0.9956279069185257,0.0010380074381828308,0.06951788125826895,,,,,,,,,,,,,,,,,,,,,,,,
|
| 40 |
+
WIDEN,WIDEN,Code-Math-Instruction_Tuned,cka_to_base,representation,0.9861174300312996,0.990828663110733,0.004711233079433441,0.31552273109857565,,,,,,,,,,,,,,,,,,,,,,,,
|
| 41 |
+
WIDEN,WIDEN,Math-Instruction_Tuned,cka_to_base,representation,0.9840415135025978,0.9888819053769111,0.004840391874313288,0.32417280954275035,,,,,,,,,,,,,,,,,,,,,,,,
|
| 42 |
+
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.07540532551926302,0.06918316821085496,-0.006222157308408055,-0.30576580173924633,,,,,,,,,,,,,,,,,,,,,,,,
|
| 43 |
+
DARETaskArithmetic,DARE Linear,Code-Math,qmd_raw_from_base,weight space,0.027830858351205065,0.025713600634237572,-0.002117257716967493,-0.10404510384884595,,,,,,,,,,,,,,,,,,,,,,,,
|
| 44 |
+
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.08106394490993216,0.07435638722862838,-0.00670755768130378,-0.3296190775126555,,,,,,,,,,,,,,,,,,,,,,,,
|
| 45 |
+
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.08101604946480126,0.07431673551507964,-0.006699313949721619,-0.32921396862973856,,,,,,,,,,,,,,,,,,,,,,,,
|
| 46 |
+
DARETies,DARE TIES,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06789361068416809,0.06231974267677706,-0.005573868007391028,-0.2739079286480945,,,,,,,,,,,,,,,,,,,,,,,,
|
| 47 |
+
DARETies,DARE TIES,Code-Math,qmd_raw_from_base,weight space,0.02532894138283997,0.023444206348130697,-0.0018847350347092721,-0.09261860322547368,,,,,,,,,,,,,,,,,,,,,,,,
|
| 48 |
+
DARETies,DARE TIES,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07842935274588043,0.07191654395449834,-0.006512808791382094,-0.32004883563139264,,,,,,,,,,,,,,,,,,,,,,,,
|
| 49 |
+
DARETies,DARE TIES,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07794717115598046,0.0715050015495038,-0.006442169606476658,-0.3165775240048559,,,,,,,,,,,,,,,,,,,,,,,,
|
| 50 |
+
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06748542751022336,0.06197007668653693,-0.005515350823686434,-0.27103230967800196,,,,,,,,,,,,,,,,,,,,,,,,
|
| 51 |
+
TaskArithmetic,Task Arithmetic,Code-Math,qmd_raw_from_base,weight space,0.02494948531349566,0.023119563194417308,-0.0018299221190783525,-0.08992501734153821,,,,,,,,,,,,,,,,,,,,,,,,
|
| 52 |
+
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07272877584972695,0.06674016389376215,-0.005988611955964798,-0.29428904562512653,,,,,,,,,,,,,,,,,,,,,,,,
|
| 53 |
+
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.07268515892821595,0.06670400911641289,-0.00598114981180306,-0.29392234507751674,,,,,,,,,,,,,,,,,,,,,,,,
|
| 54 |
+
Ties,TIES,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.06307845715669955,0.058067960792707346,-0.005010496363992201,-0.24622303196632414,,,,,,,,,,,,,,,,,,,,,,,,
|
| 55 |
+
Ties,TIES,Code-Math,qmd_raw_from_base,weight space,0.02326307511752211,0.021652956885821834,-0.0016101182317002777,-0.07912353667843433,,,,,,,,,,,,,,,,,,,,,,,,
|
| 56 |
+
Ties,TIES,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05446767310726107,0.050203098119900015,-0.004264574987361054,-0.20956737759193825,,,,,,,,,,,,,,,,,,,,,,,,
|
| 57 |
+
Ties,TIES,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05786696753653783,0.05320746697291281,-0.004659500563625026,-0.22897459111424992,,,,,,,,,,,,,,,,,,,,,,,,
|
| 58 |
+
WIDEN,WIDEN,Code-Instruction_Tuned,qmd_raw_from_base,weight space,0.050647287040768006,0.0466550100292541,-0.003992277011513903,-0.19618626156255584,,,,,,,,,,,,,,,,,,,,,,,,
|
| 59 |
+
WIDEN,WIDEN,Code-Math,qmd_raw_from_base,weight space,0.019018005658702125,0.017786045338737237,-0.0012319603199648886,-0.06054031042191369,,,,,,,,,,,,,,,,,,,,,,,,
|
| 60 |
+
WIDEN,WIDEN,Code-Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05039161050891783,0.046407742875562194,-0.003983867633355634,-0.195773012567514,,,,,,,,,,,,,,,,,,,,,,,,
|
| 61 |
+
WIDEN,WIDEN,Math-Instruction_Tuned,qmd_raw_from_base,weight space,0.05479621414229463,0.05043220024105492,-0.004364013901239708,-0.21445394951854316,,,,,,,,,,,,,,,,,,,,,,,,
|
| 62 |
+
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0675294344035755,0.054332467446118,-0.013196966957457507,-0.26534451678728566,,,,,,,,,,,,,,,,,,,,,,,,
|
| 63 |
+
DARETaskArithmetic,DARE Linear,Code-Math,beh_js_to_base,behaviour,0.0701002699547847,0.0596478397893982,-0.010452430165386502,-0.2101615500310129,,,,,,,,,,,,,,,,,,,,,,,,
|
| 64 |
+
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1649849997656848,0.1531925715371772,-0.011792428228507595,-0.23710419069238398,,,,,,,,,,,,,,,,,,,,,,,,
|
| 65 |
+
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1558226350073653,0.1452851978753024,-0.010537437132062899,-0.21187074067830441,,,,,,,,,,,,,,,,,,,,,,,,
|
| 66 |
+
DARETies,DARE TIES,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0645529807269808,0.0522127097471974,-0.012340270979783408,-0.2481193785443587,,,,,,,,,,,,,,,,,,,,,,,,
|
| 67 |
+
DARETies,DARE TIES,Code-Math,beh_js_to_base,behaviour,0.0705667963771806,0.0605886174584691,-0.009978178918711493,-0.20062602809704028,,,,,,,,,,,,,,,,,,,,,,,,
|
| 68 |
+
DARETies,DARE TIES,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1579099506890481,0.1434274385153199,-0.014482512173728201,-0.2911923025185968,,,,,,,,,,,,,,,,,,,,,,,,
|
| 69 |
+
DARETies,DARE TIES,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1516165943578546,0.136825735452024,-0.014790858905830595,-0.2973920690934773,,,,,,,,,,,,,,,,,,,,,,,,
|
| 70 |
+
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0670005273723255,0.0541176966435751,-0.012882830728750391,-0.2590283438302437,,,,,,,,,,,,,,,,,,,,,,,,
|
| 71 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_js_to_base,behaviour,0.0707630679739104,0.0605505583717166,-0.010212509602193796,-0.20533759266922477,,,,,,,,,,,,,,,,,,,,,,,,
|
| 72 |
+
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1723386903043327,0.1557380097510118,-0.016600680553320896,-0.3337812069971008,,,,,,,,,,,,,,,,,,,,,,,,
|
| 73 |
+
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1630553862854352,0.1491063061455251,-0.013949080139910086,-0.2804668634303113,,,,,,,,,,,,,,,,,,,,,,,,
|
| 74 |
+
Ties,TIES,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0401827128762879,0.0320304306451685,-0.008152282231119398,-0.1639136777642354,,,,,,,,,,,,,,,,,,,,,,,,
|
| 75 |
+
Ties,TIES,Code-Math,beh_js_to_base,behaviour,0.0486724480616445,0.0419355507932006,-0.006736897268443905,-0.13545527211695216,,,,,,,,,,,,,,,,,,,,,,,,
|
| 76 |
+
Ties,TIES,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0290378217286798,0.0234016886107479,-0.005636133117931898,-0.11332278269298476,,,,,,,,,,,,,,,,,,,,,,,,
|
| 77 |
+
Ties,TIES,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0397027983565525,0.0319435968527206,-0.0077592015038319,-0.15601020903716128,,,,,,,,,,,,,,,,,,,,,,,,
|
| 78 |
+
WIDEN,WIDEN,Code-Instruction_Tuned,beh_js_to_base,behaviour,0.0363831441722982,0.0279335037242935,-0.008449640448004704,-0.16989250400715278,,,,,,,,,,,,,,,,,,,,,,,,
|
| 79 |
+
WIDEN,WIDEN,Code-Math,beh_js_to_base,behaviour,0.0365018882611834,0.0305083815052392,-0.005993506755944199,-0.1205083076394803,,,,,,,,,,,,,,,,,,,,,,,,
|
| 80 |
+
WIDEN,WIDEN,Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.0814156675451293,0.0615861280156665,-0.0198295395294628,-0.39870218676166064,,,,,,,,,,,,,,,,,,,,,,,,
|
| 81 |
+
WIDEN,WIDEN,Math-Instruction_Tuned,beh_js_to_base,behaviour,0.1038943280401073,0.0794474548727698,-0.0244468731673375,-0.4915405008179976,,,,,,,,,,,,,,,,,,,,,,,,
|
| 82 |
+
DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.3067125690407576,0.2416893078428814,-0.06502326119787621,-0.2990345698933688,,,,,,,,,,,,,,,,,,,,,,,,
|
| 83 |
+
DARETaskArithmetic,DARE Linear,Code-Math,beh_kl_to_base,behaviour,0.3002615200469781,0.2594705143337791,-0.04079100571319899,-0.18759318779542877,,,,,,,,,,,,,,,,,,,,,,,,
|
| 84 |
+
DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7147236138251114,0.64177468547017,-0.07294892835494138,-0.33548381014630757,,,,,,,,,,,,,,,,,,,,,,,,
|
| 85 |
+
DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.6873062086352962,0.611457267630225,-0.07584894100507122,-0.3488206379144176,,,,,,,,,,,,,,,,,,,,,,,,
|
| 86 |
+
DARETies,DARE TIES,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.2927892901591197,0.2313560658544693,-0.0614332243046504,-0.2825243992484339,,,,,,,,,,,,,,,,,,,,,,,,
|
| 87 |
+
DARETies,DARE TIES,Code-Math,beh_kl_to_base,behaviour,0.3048238893372912,0.2638059280120493,-0.041017961325241936,-0.18863693079726954,,,,,,,,,,,,,,,,,,,,,,,,
|
| 88 |
+
DARETies,DARE TIES,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7098179752433407,0.6148826686629932,-0.09493530658034743,-0.436596658610481,,,,,,,,,,,,,,,,,,,,,,,,
|
| 89 |
+
DARETies,DARE TIES,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.6873289485144918,0.5846292800262997,-0.10269966848819212,-0.4723040744003957,,,,,,,,,,,,,,,,,,,,,,,,
|
| 90 |
+
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.304607594224647,0.2406390341662837,-0.0639685600583633,-0.29418411951899426,,,,,,,,,,,,,,,,,,,,,,,,
|
| 91 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_kl_to_base,behaviour,0.303996269463866,0.2630344646865175,-0.04096180477734851,-0.18837867323164387,,,,,,,,,,,,,,,,,,,,,,,,
|
| 92 |
+
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7553384977087472,0.6549430652966949,-0.10039543241205229,-0.46170715521689953,,,,,,,,,,,,,,,,,,,,,,,,
|
| 93 |
+
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.7302715067695107,0.6341559539274912,-0.09611555284201945,-0.44202447669781614,,,,,,,,,,,,,,,,,,,,,,,,
|
| 94 |
+
Ties,TIES,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.1751193129121662,0.1364185276023318,-0.038700785309834396,-0.1779805023073793,,,,,,,,,,,,,,,,,,,,,,,,
|
| 95 |
+
Ties,TIES,Code-Math,beh_kl_to_base,behaviour,0.2104004919723689,0.1810295336203008,-0.0293709583520681,-0.13507369111245993,,,,,,,,,,,,,,,,,,,,,,,,
|
| 96 |
+
Ties,TIES,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.1210440478162356,0.0967837872615697,-0.02426026055466589,-0.11157017422409021,,,,,,,,,,,,,,,,,,,,,,,,
|
| 97 |
+
Ties,TIES,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.1695624375570265,0.1348951166119359,-0.03466732094509059,-0.15943105924236753,,,,,,,,,,,,,,,,,,,,,,,,
|
| 98 |
+
WIDEN,WIDEN,Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.1487084594954175,0.1135898635347647,-0.035118595960652796,-0.16150642162340226,,,,,,,,,,,,,,,,,,,,,,,,
|
| 99 |
+
WIDEN,WIDEN,Code-Math,beh_kl_to_base,behaviour,0.1526036240678989,0.127567749296493,-0.025035874771405897,-0.11513713563810195,,,,,,,,,,,,,,,,,,,,,,,,
|
| 100 |
+
WIDEN,WIDEN,Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.3255842181369209,0.2459603207798351,-0.0796238973570858,-0.3661812320817214,,,,,,,,,,,,,,,,,,,,,,,,
|
| 101 |
+
WIDEN,WIDEN,Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.4269925540304505,0.3248536287939473,-0.1021389252365032,-0.4697252800735605,,,,,,,,,,,,,,,,,,,,,,,,
|
| 102 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_cka_mean,representation,0.9930885569927596,0.9945506464794936,0.0014620894867340972,1.2173321397865435,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 103 |
+
Ties,TIES,Code-Math,geo_cka_mean,representation,0.9950276483976797,0.995968085759268,0.000940437361588331,0.78300585299656,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 104 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_cka_late_minus_early,representation,-0.0769884921105492,-0.055673375970133,0.0213151161404162,1.0632110594726967,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 105 |
+
Ties,TIES,Code-Math,geo_cka_late_minus_early,representation,-0.039826488481819,-0.0314126548347336,0.008413833647085402,0.4196871800844909,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 106 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 107 |
+
Ties,TIES,Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 108 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_rowwise_cosine_mean,representation,0.9908710673451424,0.9926170140504836,0.001745946705341228,1.1351066300904185,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 109 |
+
Ties,TIES,Code-Math,geo_rowwise_cosine_mean,representation,0.9932829976081848,0.9945648342370988,0.0012818366289140126,0.8333709452423851,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 110 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.0816612243652343,-0.0660529732704162,0.015608251094818101,1.0706216037880014,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 111 |
+
Ties,TIES,Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.0572614073753356,-0.047279417514801,0.009981989860534606,0.6846977235668102,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 112 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 113 |
+
Ties,TIES,Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 114 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_procrustes_mean,representation,0.0027219471897545,0.0021906655665475,-0.0005312816232070001,-1.1530871863426981,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 115 |
+
Ties,TIES,Code-Math,geo_procrustes_mean,representation,0.0019867146024871,0.0016178933505263,-0.00036882125196079974,-0.8004851685245838,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 116 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_procrustes_late_minus_early,representation,0.0140495389049124,0.0104719520430905,-0.003577586861821901,-1.0284580258562392,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 117 |
+
Ties,TIES,Code-Math,geo_procrustes_late_minus_early,representation,0.0076813466885877,0.0061267972029742,-0.0015545494856135005,-0.44689030813795616,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 118 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 119 |
+
Ties,TIES,Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 120 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_subspace_overlap_mean,representation,0.7774382523120954,0.7996645381073592,0.022226285795263756,0.664232633423485,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 121 |
+
Ties,TIES,Code-Math,geo_subspace_overlap_mean,representation,0.8307646546247305,0.8532723782550617,0.022507723630331267,0.6726434041682638,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 122 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.2073746343252057,-0.1796519648387671,0.02772266948643859,0.7734565102552258,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 123 |
+
Ties,TIES,Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1515655741559813,-0.1241927094204411,0.027372864735540195,0.763697033014662,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 124 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 125 |
+
Ties,TIES,Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 126 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_svcca_mean,representation,0.9891374250741723,0.990373600650402,0.001236175576229681,0.8413674529886523,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 127 |
+
Ties,TIES,Code-Math,geo_svcca_mean,representation,0.9918700300931974,0.9923686480991026,0.000498618005905227,0.33937004557418526,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 128 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_svcca_late_minus_early,representation,0.0066625898499054,0.0056903944721771,-0.0009721953777283004,-1.4932141936467185,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 129 |
+
Ties,TIES,Code-Math,geo_svcca_late_minus_early,representation,0.0053088284958217,0.0052577493998841,-5.107909593760063e-05,-0.07845339815427867,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 130 |
+
TaskArithmetic,Task Arithmetic,Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 131 |
+
Ties,TIES,Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 132 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 133 |
+
Ties,TIES,Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 134 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 135 |
+
Ties,TIES,Code-Math,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 136 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 137 |
+
Ties,TIES,Code-Math,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 138 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 139 |
+
Ties,TIES,Code-Math,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 140 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,-1.7320508075688774,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 141 |
+
Ties,TIES,Code-Math,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,-1.7320508075688774,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 142 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 143 |
+
Ties,TIES,Code-Math,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 144 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 145 |
+
Ties,TIES,Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 146 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 147 |
+
Ties,TIES,Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 148 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 149 |
+
Ties,TIES,Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 150 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 151 |
+
Ties,TIES,Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 152 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_logit_kl,behaviour,0.3039962523567662,0.2630344502284437,-0.04096180212832251,-0.7487239953367144,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 153 |
+
Ties,TIES,Code-Math,beh_logit_kl,behaviour,0.2104004760078036,0.1810295204287913,-0.029370955579012287,-0.5368596610833689,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 154 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_kl_sym,behaviour,0.3235272971571356,0.2737488723688236,-0.04977842478831196,-0.8032850337920455,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 155 |
+
Ties,TIES,Code-Math,beh_kl_sym,behaviour,0.2156694802772487,0.1838637848608179,-0.0318056954164308,-0.5132552752727136,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 156 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_js,behaviour,0.0707630679714202,0.0605505583697879,-0.010212509601632294,-0.7998420285240777,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 157 |
+
Ties,TIES,Code-Math,beh_js,behaviour,0.0486724480599814,0.04193555079188,-0.006736897268101401,-0.5276326571105784,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 158 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_logit_cosine,behaviour,0.9613301176577806,0.968836484476924,0.007506366819143406,1.0193235056671888,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 159 |
+
Ties,TIES,Code-Math,beh_logit_cosine,behaviour,0.973597852513194,0.9786411840468644,0.005043331533670425,0.684856802632177,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 160 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_logit_l2,behaviour,162.13931274414062,145.14276123046875,-16.996551513671875,-0.9610635668823926,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 161 |
+
Ties,TIES,Code-Math,beh_logit_l2,behaviour,134.2702178955078,120.259521484375,-14.010696411132812,-0.7922295211801272,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 162 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_entropy_gap,behaviour,-0.9580553334901714,-0.8577658281539922,0.1002895053361792,0.7250644648580261,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 163 |
+
Ties,TIES,Code-Math,beh_entropy_gap,behaviour,-0.7119038706301577,-0.6537038415514891,0.058200029078668614,0.42076957900223394,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 164 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_topk_overlap,behaviour,0.75,0.759375,0.009375000000000022,0.40730653998127936,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 165 |
+
Ties,TIES,Code-Math,beh_topk_overlap,behaviour,0.790625,0.796875,0.006249999999999978,0.2715376933208513,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 166 |
+
TaskArithmetic,Task Arithmetic,Code-Math,beh_rank_corr,behaviour,0.9612488259798522,0.9668371863411456,0.0055883603612933985,0.9043130842475362,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 167 |
+
Ties,TIES,Code-Math,beh_rank_corr,behaviour,0.9714328588858698,0.9756381849494506,0.0042053260635808165,0.6805093331424227,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 168 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_cosine,gradient,0.592158773428496,0.5782269179049978,-0.013931855523498182,-1.9955597222160073,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 169 |
+
Ties,TIES,Code-Math,grad_cosine,gradient,0.5770794629628759,0.5798330660603503,0.002753603097474411,0.3944183474355629,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 170 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_l2,gradient,2306.759099282534,2370.258570451704,63.49947116917019,1.2804236528840072,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 171 |
+
Ties,TIES,Code-Math,grad_l2,gradient,2248.9716232321766,2303.823981372773,54.85235814059615,1.106060499190166,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 172 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_norm_ratio,gradient,0.9110638542598302,0.93503639362456,0.023972539364729872,0.3872846452052494,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 173 |
+
Ties,TIES,Code-Math,grad_norm_ratio,gradient,0.7936686956273205,0.8719713407752943,0.0783026451479738,1.2650062508347577,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 174 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_norm_a,gradient,2425.0298323354004,2488.8388868209768,63.809054485576326,0.387284645205249,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 175 |
+
Ties,TIES,Code-Math,grad_norm_a,gradient,2112.552544904357,2320.975093496056,208.42254859169907,1.2650062508347617,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 176 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 177 |
+
Ties,TIES,Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 178 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_cosine_layer_mean,gradient,0.5155714649707079,0.5337781719863415,0.01820670701563354,0.522265593839657,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 179 |
+
Ties,TIES,Code-Math,grad_cosine_layer_mean,gradient,0.5680897474288941,0.5935959197580815,0.025506172329187393,0.7316532433152987,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 180 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_cosine_layer_late_minus_early,gradient,0.2209797352552414,0.3219577968120575,0.1009780615568161,1.8692998590654468,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 181 |
+
Ties,TIES,Code-Math,grad_cosine_layer_late_minus_early,gradient,0.2794316709041595,0.3435364365577698,0.06410476565361029,1.1867036022898234,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 182 |
+
TaskArithmetic,Task Arithmetic,Code-Math,grad_cosine_layer_min,gradient,0.2175084501504898,0.1312640011310577,-0.0862444490194321,-2.1313491949485486,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 183 |
+
Ties,TIES,Code-Math,grad_cosine_layer_min,gradient,0.1861082315444946,0.1399699449539184,-0.0461382865905762,-1.1402101943856504,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 184 |
+
TaskArithmetic,Task Arithmetic,Code-Math,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 185 |
+
Ties,TIES,Code-Math,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 186 |
+
TaskArithmetic,Task Arithmetic,Code-Math,subspace_overlap,weight space,0.99853515625,0.999355137348175,0.0008199810981750488,2.449081454332485,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 187 |
+
Ties,TIES,Code-Math,subspace_overlap,weight space,0.9989471435546876,0.998933732509613,-1.3411045074573913e-05,-0.040055486459938276,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
| 188 |
+
TaskArithmetic,Task Arithmetic,Code-Math,spectral_overcounting,weight space,-0.9999980330467224,-0.9999980926513672,-5.960464477539063e-08,-2.0,64.7,64.5,0.24,0.24,18.29,17.68,21.92,21.54,15.0,14.6,28.6,29.2,52.1,52.52,0.3547705078172823,0.40357481522062155,0.04880430740333924,0.0,-0.6099999999999994,0.5999999999999979,0.4200000000000017,-0.40000000000000036,-0.20000000000000284,-0.38000000000000256
|
| 189 |
+
Ties,TIES,Code-Math,spectral_overcounting,weight space,-0.9999980926513672,-0.9999980926513672,0.0,0.0,62.6,63.8,0.2,0.23,15.85,15.85,21.63,22.64,14.3,15.3,26.8,28.6,51.86,52.29,0.21736985324982597,0.3515020017556185,0.13413214850579255,0.03,0.0,1.8000000000000007,0.4299999999999997,1.0,1.1999999999999957,1.0100000000000016
|
tables/T2_per_operator.csv
CHANGED
|
@@ -1,31 +1,163 @@
|
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| 1 |
operator,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
|
| 2 |
-
ALL,
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| 3 |
-
ALL,
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| 4 |
-
ALL,
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| 5 |
-
ALL,
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ALL,
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|
| 1 |
operator,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
|
| 2 |
+
ALL,beh_entropy_gap,behaviour,-0.8349796020601645,-0.7557348348527406,0.0792447672074239,2,0.57291702193013,0.57291702193013,2.0,,0.5,1.0
|
| 3 |
+
ALL,beh_js,behaviour,0.0597177580157008,0.05124305458083395,-0.008474703434866847,2,-0.6637373428173281,-0.6637373428173281,0.0,,0.5,1.0
|
| 4 |
+
ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,4.31060791015625e-05
|
| 5 |
+
ALL,beh_kl_sym,behaviour,0.2695983887171921,0.22880632861482075,-0.04079206010237138,2,-0.6582701545323796,-0.6582701545323796,0.0,,0.5,1.0
|
| 6 |
+
ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,4.31060791015625e-05
|
| 7 |
+
ALL,beh_logit_cosine,behaviour,0.9674639850854874,0.9737388342618942,0.006274849176406916,2,0.8520901541496828,0.8520901541496828,2.0,,0.5,1.0
|
| 8 |
+
ALL,beh_logit_kl,behaviour,0.2571983641822849,0.2220319853286175,-0.0351663788536674,2,-0.6427918282100417,-0.6427918282100417,0.0,,0.5,1.0
|
| 9 |
+
ALL,beh_logit_l2,behaviour,148.20476531982422,132.70114135742188,-15.503623962402344,2,-0.8766465440312599,-0.8766465440312599,0.0,,0.5,1.0
|
| 10 |
+
ALL,beh_rank_corr,behaviour,0.966340842432861,0.9712376856452981,0.0048968432124371075,2,0.7924112086949795,0.7924112086949795,2.0,,0.5,1.0
|
| 11 |
+
ALL,beh_topk_overlap,behaviour,0.7703125,0.778125,0.0078125,2,0.33942211665106536,0.33942211665106536,2.0,,0.5,1.0
|
| 12 |
+
ALL,grad_cosine,gradient,0.5846191181956859,0.579029991982674,-0.005589126213011886,2,-0.8005706873902222,-0.8005706873902222,1.0,,1.0,1.0
|
| 13 |
+
ALL,grad_cosine_layer_late_minus_early,gradient,0.25020570307970047,0.33274711668491364,0.08254141360521319,2,1.528001730677635,1.528001730677635,2.0,,0.5,1.0
|
| 14 |
+
ALL,grad_cosine_layer_mean,gradient,0.5418306061998011,0.5636870458722114,0.021856439672410466,2,0.6269594185774778,0.6269594185774778,2.0,,0.5,1.0
|
| 15 |
+
ALL,grad_cosine_layer_min,gradient,0.20180834084749222,0.13561697304248804,-0.06619136780500415,2,-1.6357796946670995,-1.6357796946670995,0.0,,0.5,1.0
|
| 16 |
+
ALL,grad_l2,gradient,2277.8653612573553,2337.0412759122382,59.17591465488317,2,1.1932420760370865,1.1932420760370865,2.0,,0.5,1.0
|
| 17 |
+
ALL,grad_norm_a,gradient,2268.791188619879,2404.9069901585162,136.1158015386377,2,0.8261454480200053,0.8261454480200053,2.0,,0.5,1.0
|
| 18 |
+
ALL,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
|
| 19 |
+
ALL,grad_norm_ratio,gradient,0.8523662749435753,0.9035038671999271,0.05113759225635184,2,0.8261454480200036,0.8261454480200036,2.0,,0.5,1.0
|
| 20 |
+
ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,4.31060791015625e-05
|
| 21 |
+
ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,4.31060791015625e-05
|
| 22 |
+
ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,4.31060791015625e-05
|
| 23 |
+
ALL,geo_cka_late_minus_early,representation,-0.0584074902961841,-0.0435430154024333,0.014864474893750802,2,0.7414491197785937,0.7414491197785937,2.0,,0.5,1.0
|
| 24 |
+
ALL,geo_cka_mean,representation,0.9940581026952195,0.9952593661193808,0.0012012634241612141,2,1.0001689963915519,1.0001689963915519,2.0,,0.5,1.0
|
| 25 |
+
ALL,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,0,,,,,,
|
| 26 |
+
ALL,geo_procrustes_late_minus_early,representation,0.01086544279675005,0.00829937462303235,-0.0025660681737177007,2,-0.7376741669970976,-0.7376741669970976,0.0,,0.5,1.0
|
| 27 |
+
ALL,geo_procrustes_mean,representation,0.0023543308961208,0.0019042794585369,-0.0004500514375838999,2,-0.976786177433641,-0.976786177433641,0.0,,0.5,1.0
|
| 28 |
+
ALL,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
|
| 29 |
+
ALL,geo_rowwise_cosine_late_minus_early,representation,-0.06946131587028495,-0.0566661953926086,0.012795120477676353,2,0.8776596636774059,0.8776596636774059,2.0,,0.5,1.0
|
| 30 |
+
ALL,geo_rowwise_cosine_mean,representation,0.9920770324766637,0.9935909241437912,0.0015138916671276204,2,0.9842387876664018,0.9842387876664018,2.0,,0.5,1.0
|
| 31 |
+
ALL,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
|
| 32 |
+
ALL,geo_subspace_overlap_late_minus_early,representation,-0.1794701042405935,-0.1519223371296041,0.027547767110989392,2,0.7685767716349439,0.7685767716349439,2.0,,0.5,1.0
|
| 33 |
+
ALL,geo_subspace_overlap_mean,representation,0.804101453468413,0.8264684581812105,0.02236700471279751,2,0.6684380187958745,0.6684380187958745,2.0,,0.5,1.0
|
| 34 |
+
ALL,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,0,,,,,,
|
| 35 |
+
ALL,geo_svcca_late_minus_early,representation,0.00598570917286355,0.0054740719360306,-0.0005116372368329505,2,-0.7858337959004986,-0.7858337959004986,0.0,,0.5,1.0
|
| 36 |
+
ALL,geo_svcca_mean,representation,0.9905037275836849,0.9913711243747523,0.000867396791067454,2,0.5903687492814188,0.5903687492814188,2.0,,0.5,1.0
|
| 37 |
+
ALL,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,0,,,,,,
|
| 38 |
+
ALL,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
|
| 39 |
+
ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 40 |
+
ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 41 |
+
ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 42 |
+
ALL,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 43 |
+
ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 44 |
+
ALL,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,2,-1.7320508075688774,-1.7320508075688774,0.0,,0.5,1.0
|
| 45 |
+
ALL,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 46 |
+
ALL,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 47 |
+
ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
|
| 48 |
+
ALL,spectral_overcounting,weight space,-0.9999980628490448,-0.9999980926513672,-2.9802322387695312e-08,2,-1.0,-1.0,0.0,,1.0,1.0
|
| 49 |
+
ALL,subspace_overlap,weight space,0.9987411499023438,0.999144434928894,0.00040328502655023746,2,1.2045129839362734,1.2045129839362734,1.0,,1.0,1.0
|
| 50 |
+
ALL,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,0,,,,,,
|
| 51 |
+
DARETaskArithmetic,beh_js_to_base,behaviour,0.11460933478285257,0.10311451916199893,-0.011494815620853626,4,-0.23112024954724675,-0.2244874656853442,0.0,,0.125,0.4708333333333333
|
| 52 |
+
DARETaskArithmetic,beh_kl_to_base,behaviour,0.5022509778870359,0.43859794381926387,-0.06365303406777195,4,-0.2927330514373807,-0.31725919001983816,0.0,,0.125,0.4708333333333333
|
| 53 |
+
DARETaskArithmetic,act_deviation_from_base,other,0.3368888414464891,0.2870386422378942,-0.049850199208594875,4,-0.6045540297413006,-0.6458657290521284,0.0,,0.125,0.4708333333333333
|
| 54 |
+
DARETaskArithmetic,cka_to_base,other,0.9630701072514057,0.9755296085029841,0.012459501251578353,4,0.8344430845898384,0.8572535910386834,4.0,,0.125,0.4708333333333333
|
| 55 |
+
DARETaskArithmetic,qmd_raw_from_base,other,0.06632904456130037,0.06089247289720014,-0.005436571664100237,4,-0.2671609879326216,-0.31748988518449245,0.0,,0.125,0.4708333333333333
|
| 56 |
+
DARETies,beh_js_to_base,behaviour,0.11116158053776601,0.09826362529325261,-0.012897955244513424,4,-0.25933244456336824,-0.26965584053147773,0.0,,0.125,0.4708333333333333
|
| 57 |
+
DARETies,beh_kl_to_base,behaviour,0.4986900258135608,0.4236684856389529,-0.07502154017460796,4,-0.345015515764145,-0.35956052892945745,0.0,,0.125,0.4708333333333333
|
| 58 |
+
DARETies,act_deviation_from_base,other,0.33776009783614425,0.2851606332696974,-0.05259946456644687,4,-0.6378955103633283,-0.6735627974751665,0.0,,0.125,0.4708333333333333
|
| 59 |
+
DARETies,cka_to_base,other,0.9640446797013282,0.9774078104645014,0.013363130763173137,4,0.8949613494670974,0.8944943757651928,4.0,,0.125,0.4708333333333333
|
| 60 |
+
DARETies,qmd_raw_from_base,other,0.06239976899221724,0.057296373632227476,-0.005103395359989763,4,-0.25078822287745417,-0.2952427263264752,0.0,,0.125,0.4708333333333333
|
| 61 |
+
TaskArithmetic,beh_entropy_gap,behaviour,-0.9580553334901714,-0.8577658281539922,0.1002895053361792,1,0.7250644648580261,0.7250644648580261,1.0,,1.0,1.0
|
| 62 |
+
TaskArithmetic,beh_js,behaviour,0.0707630679714202,0.0605505583697879,-0.010212509601632294,1,-0.7998420285240777,-0.7998420285240777,0.0,,1.0,1.0
|
| 63 |
+
TaskArithmetic,beh_js_to_base,behaviour,0.11828941798400094,0.10487814272795715,-0.013411275256043792,4,-0.26965350173172015,-0.2697476036302775,0.0,,0.125,0.4708333333333333
|
| 64 |
+
TaskArithmetic,beh_kl_sym,behaviour,0.3235272971571356,0.2737488723688236,-0.04977842478831196,1,-0.8032850337920455,-0.8032850337920455,0.0,,1.0,1.0
|
| 65 |
+
TaskArithmetic,beh_kl_to_base,behaviour,0.5235534670416927,0.44819312951924684,-0.07536033752244589,4,-0.3465736061663384,-0.36810429810840517,0.0,,0.125,0.4708333333333333
|
| 66 |
+
TaskArithmetic,beh_logit_cosine,behaviour,0.9613301176577806,0.968836484476924,0.007506366819143406,1,1.0193235056671888,1.0193235056671888,1.0,,1.0,1.0
|
| 67 |
+
TaskArithmetic,beh_logit_kl,behaviour,0.3039962523567662,0.2630344502284437,-0.04096180212832251,1,-0.7487239953367144,-0.7487239953367144,0.0,,1.0,1.0
|
| 68 |
+
TaskArithmetic,beh_logit_l2,behaviour,162.13931274414062,145.14276123046875,-16.996551513671875,1,-0.9610635668823926,-0.9610635668823926,0.0,,1.0,1.0
|
| 69 |
+
TaskArithmetic,beh_rank_corr,behaviour,0.9612488259798522,0.9668371863411456,0.0055883603612933985,1,0.9043130842475362,0.9043130842475362,1.0,,1.0,1.0
|
| 70 |
+
TaskArithmetic,beh_topk_overlap,behaviour,0.75,0.759375,0.009375000000000022,1,0.40730653998127936,0.40730653998127936,1.0,,1.0,1.0
|
| 71 |
+
TaskArithmetic,grad_cosine,gradient,0.592158773428496,0.5782269179049978,-0.013931855523498182,1,-1.9955597222160073,-1.9955597222160073,0.0,,1.0,1.0
|
| 72 |
+
TaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.2209797352552414,0.3219577968120575,0.1009780615568161,1,1.8692998590654468,1.8692998590654468,1.0,,1.0,1.0
|
| 73 |
+
TaskArithmetic,grad_cosine_layer_mean,gradient,0.5155714649707079,0.5337781719863415,0.01820670701563354,1,0.522265593839657,0.522265593839657,1.0,,1.0,1.0
|
| 74 |
+
TaskArithmetic,grad_cosine_layer_min,gradient,0.2175084501504898,0.1312640011310577,-0.0862444490194321,1,-2.1313491949485486,-2.1313491949485486,0.0,,1.0,1.0
|
| 75 |
+
TaskArithmetic,grad_l2,gradient,2306.759099282534,2370.258570451704,63.49947116917019,1,1.2804236528840072,1.2804236528840072,1.0,,1.0,1.0
|
| 76 |
+
TaskArithmetic,grad_norm_a,gradient,2425.0298323354004,2488.8388868209768,63.809054485576326,1,0.387284645205249,0.387284645205249,1.0,,1.0,1.0
|
| 77 |
+
TaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
|
| 78 |
+
TaskArithmetic,grad_norm_ratio,gradient,0.9110638542598302,0.93503639362456,0.023972539364729872,1,0.3872846452052494,0.3872846452052494,1.0,,1.0,1.0
|
| 79 |
+
TaskArithmetic,act_deviation_from_base,other,0.33116828347556293,0.28389220156241207,-0.04727608191315084,4,-0.5733366422745889,-0.622649238772316,0.0,,0.125,0.4708333333333333
|
| 80 |
+
TaskArithmetic,cka_to_base,other,0.9664460539817811,0.9768369819968938,0.01039092801511285,4,0.695905706786084,0.7575500526611205,4.0,,0.125,0.4708333333333333
|
| 81 |
+
TaskArithmetic,qmd_raw_from_base,other,0.05946221190041548,0.05463345322278232,-0.004828758677633161,4,-0.23729217943054587,-0.2824773273777593,0.0,,0.125,0.4708333333333333
|
| 82 |
+
TaskArithmetic,geo_cka_late_minus_early,representation,-0.0769884921105492,-0.055673375970133,0.0213151161404162,1,1.0632110594726967,1.0632110594726967,1.0,,1.0,1.0
|
| 83 |
+
TaskArithmetic,geo_cka_mean,representation,0.9930885569927596,0.9945506464794936,0.0014620894867340972,1,1.2173321397865435,1.2173321397865435,1.0,,1.0,1.0
|
| 84 |
+
TaskArithmetic,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,0,,,,,,
|
| 85 |
+
TaskArithmetic,geo_procrustes_late_minus_early,representation,0.0140495389049124,0.0104719520430905,-0.003577586861821901,1,-1.0284580258562392,-1.0284580258562392,0.0,,1.0,1.0
|
| 86 |
+
TaskArithmetic,geo_procrustes_mean,representation,0.0027219471897545,0.0021906655665475,-0.0005312816232070001,1,-1.1530871863426981,-1.1530871863426981,0.0,,1.0,1.0
|
| 87 |
+
TaskArithmetic,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
|
| 88 |
+
TaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.0816612243652343,-0.0660529732704162,0.015608251094818101,1,1.0706216037880014,1.0706216037880014,1.0,,1.0,1.0
|
| 89 |
+
TaskArithmetic,geo_rowwise_cosine_mean,representation,0.9908710673451424,0.9926170140504836,0.001745946705341228,1,1.1351066300904185,1.1351066300904185,1.0,,1.0,1.0
|
| 90 |
+
TaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
|
| 91 |
+
TaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.2073746343252057,-0.1796519648387671,0.02772266948643859,1,0.7734565102552258,0.7734565102552258,1.0,,1.0,1.0
|
| 92 |
+
TaskArithmetic,geo_subspace_overlap_mean,representation,0.7774382523120954,0.7996645381073592,0.022226285795263756,1,0.664232633423485,0.664232633423485,1.0,,1.0,1.0
|
| 93 |
+
TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,0,,,,,,
|
| 94 |
+
TaskArithmetic,geo_svcca_late_minus_early,representation,0.0066625898499054,0.0056903944721771,-0.0009721953777283004,1,-1.4932141936467185,-1.4932141936467185,0.0,,1.0,1.0
|
| 95 |
+
TaskArithmetic,geo_svcca_mean,representation,0.9891374250741723,0.990373600650402,0.001236175576229681,1,0.8413674529886523,0.8413674529886523,1.0,,1.0,1.0
|
| 96 |
+
TaskArithmetic,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,0,,,,,,
|
| 97 |
+
TaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
|
| 98 |
+
TaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 99 |
+
TaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 100 |
+
TaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 101 |
+
TaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 102 |
+
TaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 103 |
+
TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,1,-1.7320508075688774,-1.7320508075688774,0.0,,1.0,1.0
|
| 104 |
+
TaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 105 |
+
TaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 106 |
+
TaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
|
| 107 |
+
TaskArithmetic,spectral_overcounting,weight space,-0.9999980330467224,-0.9999980926513672,-5.960464477539063e-08,1,-2.0,-2.0,0.0,,1.0,1.0
|
| 108 |
+
TaskArithmetic,subspace_overlap,weight space,0.99853515625,0.999355137348175,0.0008199810981750488,1,2.449081454332485,2.449081454332485,1.0,,1.0,1.0
|
| 109 |
+
TaskArithmetic,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,0,,,,,,
|
| 110 |
+
Ties,beh_entropy_gap,behaviour,-0.7119038706301577,-0.6537038415514891,0.058200029078668614,1,0.42076957900223394,0.42076957900223394,1.0,,1.0,1.0
|
| 111 |
+
Ties,beh_js,behaviour,0.0486724480599814,0.04193555079188,-0.006736897268101401,1,-0.5276326571105784,-0.5276326571105784,0.0,,1.0,1.0
|
| 112 |
+
Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.4708333333333333
|
| 113 |
+
Ties,beh_kl_sym,behaviour,0.2156694802772487,0.1838637848608179,-0.0318056954164308,1,-0.5132552752727136,-0.5132552752727136,0.0,,1.0,1.0
|
| 114 |
+
Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.4708333333333333
|
| 115 |
+
Ties,beh_logit_cosine,behaviour,0.973597852513194,0.9786411840468644,0.005043331533670425,1,0.684856802632177,0.684856802632177,1.0,,1.0,1.0
|
| 116 |
+
Ties,beh_logit_kl,behaviour,0.2104004760078036,0.1810295204287913,-0.029370955579012287,1,-0.5368596610833689,-0.5368596610833689,0.0,,1.0,1.0
|
| 117 |
+
Ties,beh_logit_l2,behaviour,134.2702178955078,120.259521484375,-14.010696411132812,1,-0.7922295211801272,-0.7922295211801272,0.0,,1.0,1.0
|
| 118 |
+
Ties,beh_rank_corr,behaviour,0.9714328588858698,0.9756381849494506,0.0042053260635808165,1,0.6805093331424227,0.6805093331424227,1.0,,1.0,1.0
|
| 119 |
+
Ties,beh_topk_overlap,behaviour,0.790625,0.796875,0.006249999999999978,1,0.2715376933208513,0.2715376933208513,1.0,,1.0,1.0
|
| 120 |
+
Ties,grad_cosine,gradient,0.5770794629628759,0.5798330660603503,0.002753603097474411,1,0.3944183474355629,0.3944183474355629,1.0,,1.0,1.0
|
| 121 |
+
Ties,grad_cosine_layer_late_minus_early,gradient,0.2794316709041595,0.3435364365577698,0.06410476565361029,1,1.1867036022898234,1.1867036022898234,1.0,,1.0,1.0
|
| 122 |
+
Ties,grad_cosine_layer_mean,gradient,0.5680897474288941,0.5935959197580815,0.025506172329187393,1,0.7316532433152987,0.7316532433152987,1.0,,1.0,1.0
|
| 123 |
+
Ties,grad_cosine_layer_min,gradient,0.1861082315444946,0.1399699449539184,-0.0461382865905762,1,-1.1402101943856504,-1.1402101943856504,0.0,,1.0,1.0
|
| 124 |
+
Ties,grad_l2,gradient,2248.9716232321766,2303.823981372773,54.85235814059615,1,1.106060499190166,1.106060499190166,1.0,,1.0,1.0
|
| 125 |
+
Ties,grad_norm_a,gradient,2112.552544904357,2320.975093496056,208.42254859169907,1,1.2650062508347617,1.2650062508347617,1.0,,1.0,1.0
|
| 126 |
+
Ties,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
|
| 127 |
+
Ties,grad_norm_ratio,gradient,0.7936686956273205,0.8719713407752943,0.0783026451479738,1,1.2650062508347577,1.2650062508347577,1.0,,1.0,1.0
|
| 128 |
+
Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.4708333333333333
|
| 129 |
+
Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.4708333333333333
|
| 130 |
+
Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.4708333333333333
|
| 131 |
+
Ties,geo_cka_late_minus_early,representation,-0.039826488481819,-0.0314126548347336,0.008413833647085402,1,0.4196871800844909,0.4196871800844909,1.0,,1.0,1.0
|
| 132 |
+
Ties,geo_cka_mean,representation,0.9950276483976797,0.995968085759268,0.000940437361588331,1,0.78300585299656,0.78300585299656,1.0,,1.0,1.0
|
| 133 |
+
Ties,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,0,,,,,,
|
| 134 |
+
Ties,geo_procrustes_late_minus_early,representation,0.0076813466885877,0.0061267972029742,-0.0015545494856135005,1,-0.44689030813795616,-0.44689030813795616,0.0,,1.0,1.0
|
| 135 |
+
Ties,geo_procrustes_mean,representation,0.0019867146024871,0.0016178933505263,-0.00036882125196079974,1,-0.8004851685245838,-0.8004851685245838,0.0,,1.0,1.0
|
| 136 |
+
Ties,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
|
| 137 |
+
Ties,geo_rowwise_cosine_late_minus_early,representation,-0.0572614073753356,-0.047279417514801,0.009981989860534606,1,0.6846977235668102,0.6846977235668102,1.0,,1.0,1.0
|
| 138 |
+
Ties,geo_rowwise_cosine_mean,representation,0.9932829976081848,0.9945648342370988,0.0012818366289140126,1,0.8333709452423851,0.8333709452423851,1.0,,1.0,1.0
|
| 139 |
+
Ties,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
|
| 140 |
+
Ties,geo_subspace_overlap_late_minus_early,representation,-0.1515655741559813,-0.1241927094204411,0.027372864735540195,1,0.763697033014662,0.763697033014662,1.0,,1.0,1.0
|
| 141 |
+
Ties,geo_subspace_overlap_mean,representation,0.8307646546247305,0.8532723782550617,0.022507723630331267,1,0.6726434041682638,0.6726434041682638,1.0,,1.0,1.0
|
| 142 |
+
Ties,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,0,,,,,,
|
| 143 |
+
Ties,geo_svcca_late_minus_early,representation,0.0053088284958217,0.0052577493998841,-5.107909593760063e-05,1,-0.07845339815427867,-0.07845339815427867,0.0,,1.0,1.0
|
| 144 |
+
Ties,geo_svcca_mean,representation,0.9918700300931974,0.9923686480991026,0.000498618005905227,1,0.33937004557418526,0.33937004557418526,1.0,,1.0,1.0
|
| 145 |
+
Ties,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,0,,,,,,
|
| 146 |
+
Ties,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
|
| 147 |
+
Ties,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 148 |
+
Ties,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 149 |
+
Ties,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 150 |
+
Ties,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 151 |
+
Ties,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 152 |
+
Ties,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,1,-1.7320508075688774,-1.7320508075688774,0.0,,1.0,1.0
|
| 153 |
+
Ties,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 154 |
+
Ties,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 155 |
+
Ties,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
|
| 156 |
+
Ties,spectral_overcounting,weight space,-0.9999980926513672,-0.9999980926513672,0.0,1,0.0,0.0,0.0,,,
|
| 157 |
+
Ties,subspace_overlap,weight space,0.9989471435546876,0.998933732509613,-1.3411045074573913e-05,1,-0.040055486459938276,-0.040055486459938276,0.0,,1.0,1.0
|
| 158 |
+
Ties,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,0,,,,,,
|
| 159 |
+
WIDEN,beh_js_to_base,behaviour,0.06454875700467955,0.04986886702949225,-0.0146798899751873,4,-0.2951608748065728,-0.2842973453844067,0.0,,0.125,0.4708333333333333
|
| 160 |
+
WIDEN,beh_kl_to_base,behaviour,0.26347221393267195,0.20299289060126002,-0.06047932333141193,4,-0.2781375173541965,-0.2638438268525618,0.0,,0.125,0.4708333333333333
|
| 161 |
+
WIDEN,act_deviation_from_base,other,0.2206258162623271,0.19209393165074284,-0.028531884611584242,4,-0.34601799174100545,-0.36201251102250254,0.0,,0.125,0.4708333333333333
|
| 162 |
+
WIDEN,cka_to_base,other,0.9883073382079601,0.9916795652359724,0.0033722270280122646,4,0.2258462410632458,0.2548471367259819,4.0,,0.125,0.4708333333333333
|
| 163 |
+
WIDEN,qmd_raw_from_base,other,0.04371327933767065,0.04032024962115212,-0.0033930297165185334,4,-0.16673838351763168,-0.1959796370650349,0.0,,0.125,0.4708333333333333
|
tables/T3_per_combo.csv
CHANGED
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@@ -1,26 +1,114 @@
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| 1 |
combo,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
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ALL,
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| 1 |
combo,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
|
| 2 |
+
ALL,beh_entropy_gap,behaviour,-0.8349796020601645,-0.7557348348527406,0.0792447672074239,2,0.57291702193013,0.57291702193013,2.0,,0.5,0.54
|
| 3 |
+
ALL,beh_js,behaviour,0.0597177580157008,0.05124305458083395,-0.008474703434866847,2,-0.6637373428173281,-0.6637373428173281,0.0,,0.5,0.54
|
| 4 |
+
ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,3.08990478515625e-05
|
| 5 |
+
ALL,beh_kl_sym,behaviour,0.2695983887171921,0.22880632861482075,-0.04079206010237138,2,-0.6582701545323796,-0.6582701545323796,0.0,,0.5,0.54
|
| 6 |
+
ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,3.08990478515625e-05
|
| 7 |
+
ALL,beh_logit_cosine,behaviour,0.9674639850854874,0.9737388342618942,0.006274849176406916,2,0.8520901541496828,0.8520901541496828,2.0,,0.5,0.54
|
| 8 |
+
ALL,beh_logit_kl,behaviour,0.2571983641822849,0.2220319853286175,-0.0351663788536674,2,-0.6427918282100417,-0.6427918282100417,0.0,,0.5,0.54
|
| 9 |
+
ALL,beh_logit_l2,behaviour,148.20476531982422,132.70114135742188,-15.503623962402344,2,-0.8766465440312599,-0.8766465440312599,0.0,,0.5,0.54
|
| 10 |
+
ALL,beh_rank_corr,behaviour,0.966340842432861,0.9712376856452981,0.0048968432124371075,2,0.7924112086949795,0.7924112086949795,2.0,,0.5,0.54
|
| 11 |
+
ALL,beh_topk_overlap,behaviour,0.7703125,0.778125,0.0078125,2,0.33942211665106536,0.33942211665106536,2.0,,0.5,0.54
|
| 12 |
+
ALL,grad_cosine,gradient,0.5846191181956859,0.579029991982674,-0.005589126213011886,2,-0.8005706873902222,-0.8005706873902222,1.0,,1.0,1.0
|
| 13 |
+
ALL,grad_cosine_layer_late_minus_early,gradient,0.25020570307970047,0.33274711668491364,0.08254141360521319,2,1.528001730677635,1.528001730677635,2.0,,0.5,0.54
|
| 14 |
+
ALL,grad_cosine_layer_mean,gradient,0.5418306061998011,0.5636870458722114,0.021856439672410466,2,0.6269594185774778,0.6269594185774778,2.0,,0.5,0.54
|
| 15 |
+
ALL,grad_cosine_layer_min,gradient,0.20180834084749222,0.13561697304248804,-0.06619136780500415,2,-1.6357796946670995,-1.6357796946670995,0.0,,0.5,0.54
|
| 16 |
+
ALL,grad_l2,gradient,2277.8653612573553,2337.0412759122382,59.17591465488317,2,1.1932420760370865,1.1932420760370865,2.0,,0.5,0.54
|
| 17 |
+
ALL,grad_norm_a,gradient,2268.791188619879,2404.9069901585162,136.1158015386377,2,0.8261454480200053,0.8261454480200053,2.0,,0.5,0.54
|
| 18 |
+
ALL,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
|
| 19 |
+
ALL,grad_norm_ratio,gradient,0.8523662749435753,0.9035038671999271,0.05113759225635184,2,0.8261454480200036,0.8261454480200036,2.0,,0.5,0.54
|
| 20 |
+
ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,3.08990478515625e-05
|
| 21 |
+
ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,3.08990478515625e-05
|
| 22 |
+
ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,3.08990478515625e-05
|
| 23 |
+
ALL,geo_cka_late_minus_early,representation,-0.0584074902961841,-0.0435430154024333,0.014864474893750802,2,0.7414491197785937,0.7414491197785937,2.0,,0.5,0.54
|
| 24 |
+
ALL,geo_cka_mean,representation,0.9940581026952195,0.9952593661193808,0.0012012634241612141,2,1.0001689963915519,1.0001689963915519,2.0,,0.5,0.54
|
| 25 |
+
ALL,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,0,,,,,,
|
| 26 |
+
ALL,geo_procrustes_late_minus_early,representation,0.01086544279675005,0.00829937462303235,-0.0025660681737177007,2,-0.7376741669970976,-0.7376741669970976,0.0,,0.5,0.54
|
| 27 |
+
ALL,geo_procrustes_mean,representation,0.0023543308961208,0.0019042794585369,-0.0004500514375838999,2,-0.976786177433641,-0.976786177433641,0.0,,0.5,0.54
|
| 28 |
+
ALL,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
|
| 29 |
+
ALL,geo_rowwise_cosine_late_minus_early,representation,-0.06946131587028495,-0.0566661953926086,0.012795120477676353,2,0.8776596636774059,0.8776596636774059,2.0,,0.5,0.54
|
| 30 |
+
ALL,geo_rowwise_cosine_mean,representation,0.9920770324766637,0.9935909241437912,0.0015138916671276204,2,0.9842387876664018,0.9842387876664018,2.0,,0.5,0.54
|
| 31 |
+
ALL,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
|
| 32 |
+
ALL,geo_subspace_overlap_late_minus_early,representation,-0.1794701042405935,-0.1519223371296041,0.027547767110989392,2,0.7685767716349439,0.7685767716349439,2.0,,0.5,0.54
|
| 33 |
+
ALL,geo_subspace_overlap_mean,representation,0.804101453468413,0.8264684581812105,0.02236700471279751,2,0.6684380187958745,0.6684380187958745,2.0,,0.5,0.54
|
| 34 |
+
ALL,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,0,,,,,,
|
| 35 |
+
ALL,geo_svcca_late_minus_early,representation,0.00598570917286355,0.0054740719360306,-0.0005116372368329505,2,-0.7858337959004986,-0.7858337959004986,0.0,,0.5,0.54
|
| 36 |
+
ALL,geo_svcca_mean,representation,0.9905037275836849,0.9913711243747523,0.000867396791067454,2,0.5903687492814188,0.5903687492814188,2.0,,0.5,0.54
|
| 37 |
+
ALL,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,0,,,,,,
|
| 38 |
+
ALL,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
|
| 39 |
+
ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 40 |
+
ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 41 |
+
ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 42 |
+
ALL,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 43 |
+
ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 44 |
+
ALL,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,2,-1.7320508075688774,-1.7320508075688774,0.0,,0.5,0.54
|
| 45 |
+
ALL,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 46 |
+
ALL,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 47 |
+
ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
|
| 48 |
+
ALL,spectral_overcounting,weight space,-0.9999980628490448,-0.9999980926513672,-2.9802322387695312e-08,2,-1.0,-1.0,0.0,,1.0,1.0
|
| 49 |
+
ALL,subspace_overlap,weight space,0.9987411499023438,0.999144434928894,0.00040328502655023746,2,1.2045129839362734,1.2045129839362734,1.0,,1.0,1.0
|
| 50 |
+
ALL,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,0,,,,,,
|
| 51 |
+
Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.2025
|
| 52 |
+
Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.2025
|
| 53 |
+
Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.2025
|
| 54 |
+
Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.2025
|
| 55 |
+
Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.2025
|
| 56 |
+
Code-Math,beh_entropy_gap,behaviour,-0.8349796020601645,-0.7557348348527406,0.0792447672074239,2,0.57291702193013,0.57291702193013,2.0,,0.5,0.54
|
| 57 |
+
Code-Math,beh_js,behaviour,0.0597177580157008,0.05124305458083395,-0.008474703434866847,2,-0.6637373428173281,-0.6637373428173281,0.0,,0.5,0.54
|
| 58 |
+
Code-Math,beh_js_to_base,behaviour,0.05932089412574072,0.05064618958360474,-0.008674704542135979,5,-0.17441775011074206,-0.20062602809704028,0.0,0.0625,0.0625,0.2025
|
| 59 |
+
Code-Math,beh_kl_sym,behaviour,0.2695983887171921,0.22880632861482075,-0.04079206010237138,2,-0.6582701545323796,-0.6582701545323796,0.0,,0.5,0.54
|
| 60 |
+
Code-Math,beh_kl_to_base,behaviour,0.25441715897768064,0.21898163798982795,-0.03543552098785269,5,-0.16296392371498078,-0.18759318779542877,0.0,0.0625,0.0625,0.2025
|
| 61 |
+
Code-Math,beh_logit_cosine,behaviour,0.9674639850854874,0.9737388342618942,0.006274849176406916,2,0.8520901541496828,0.8520901541496828,2.0,,0.5,0.54
|
| 62 |
+
Code-Math,beh_logit_kl,behaviour,0.2571983641822849,0.2220319853286175,-0.0351663788536674,2,-0.6427918282100417,-0.6427918282100417,0.0,,0.5,0.54
|
| 63 |
+
Code-Math,beh_logit_l2,behaviour,148.20476531982422,132.70114135742188,-15.503623962402344,2,-0.8766465440312599,-0.8766465440312599,0.0,,0.5,0.54
|
| 64 |
+
Code-Math,beh_rank_corr,behaviour,0.966340842432861,0.9712376856452981,0.0048968432124371075,2,0.7924112086949795,0.7924112086949795,2.0,,0.5,0.54
|
| 65 |
+
Code-Math,beh_topk_overlap,behaviour,0.7703125,0.778125,0.0078125,2,0.33942211665106536,0.33942211665106536,2.0,,0.5,0.54
|
| 66 |
+
Code-Math,grad_cosine,gradient,0.5846191181956859,0.579029991982674,-0.005589126213011886,2,-0.8005706873902222,-0.8005706873902222,1.0,,1.0,1.0
|
| 67 |
+
Code-Math,grad_cosine_layer_late_minus_early,gradient,0.25020570307970047,0.33274711668491364,0.08254141360521319,2,1.528001730677635,1.528001730677635,2.0,,0.5,0.54
|
| 68 |
+
Code-Math,grad_cosine_layer_mean,gradient,0.5418306061998011,0.5636870458722114,0.021856439672410466,2,0.6269594185774778,0.6269594185774778,2.0,,0.5,0.54
|
| 69 |
+
Code-Math,grad_cosine_layer_min,gradient,0.20180834084749222,0.13561697304248804,-0.06619136780500415,2,-1.6357796946670995,-1.6357796946670995,0.0,,0.5,0.54
|
| 70 |
+
Code-Math,grad_l2,gradient,2277.8653612573553,2337.0412759122382,59.17591465488317,2,1.1932420760370865,1.1932420760370865,2.0,,0.5,0.54
|
| 71 |
+
Code-Math,grad_norm_a,gradient,2268.791188619879,2404.9069901585162,136.1158015386377,2,0.8261454480200053,0.8261454480200053,2.0,,0.5,0.54
|
| 72 |
+
Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
|
| 73 |
+
Code-Math,grad_norm_ratio,gradient,0.8523662749435753,0.9035038671999271,0.05113759225635184,2,0.8261454480200036,0.8261454480200036,2.0,,0.5,0.54
|
| 74 |
+
Code-Math,act_deviation_from_base,other,0.1923275407031178,0.16943953882902857,-0.02288800187408923,5,-0.27757228627727104,-0.2954531074726018,0.0,0.0625,0.0625,0.2025
|
| 75 |
+
Code-Math,cka_to_base,other,0.9902538159489632,0.9923722693324087,0.0021184533834457397,5,0.14187797249254336,0.15566798010118926,5.0,0.0625,0.0625,0.2025
|
| 76 |
+
Code-Math,qmd_raw_from_base,other,0.024078073164752987,0.02234327448026893,-0.0017347986844840567,5,-0.08525051430324117,-0.08992501734153821,0.0,0.0625,0.0625,0.2025
|
| 77 |
+
Code-Math,geo_cka_late_minus_early,representation,-0.0584074902961841,-0.0435430154024333,0.014864474893750802,2,0.7414491197785937,0.7414491197785937,2.0,,0.5,0.54
|
| 78 |
+
Code-Math,geo_cka_mean,representation,0.9940581026952195,0.9952593661193808,0.0012012634241612141,2,1.0001689963915519,1.0001689963915519,2.0,,0.5,0.54
|
| 79 |
+
Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,0,,,,,,
|
| 80 |
+
Code-Math,geo_procrustes_late_minus_early,representation,0.01086544279675005,0.00829937462303235,-0.0025660681737177007,2,-0.7376741669970976,-0.7376741669970976,0.0,,0.5,0.54
|
| 81 |
+
Code-Math,geo_procrustes_mean,representation,0.0023543308961208,0.0019042794585369,-0.0004500514375838999,2,-0.976786177433641,-0.976786177433641,0.0,,0.5,0.54
|
| 82 |
+
Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,0,,,,,,
|
| 83 |
+
Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.06946131587028495,-0.0566661953926086,0.012795120477676353,2,0.8776596636774059,0.8776596636774059,2.0,,0.5,0.54
|
| 84 |
+
Code-Math,geo_rowwise_cosine_mean,representation,0.9920770324766637,0.9935909241437912,0.0015138916671276204,2,0.9842387876664018,0.9842387876664018,2.0,,0.5,0.54
|
| 85 |
+
Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
|
| 86 |
+
Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1794701042405935,-0.1519223371296041,0.027547767110989392,2,0.7685767716349439,0.7685767716349439,2.0,,0.5,0.54
|
| 87 |
+
Code-Math,geo_subspace_overlap_mean,representation,0.804101453468413,0.8264684581812105,0.02236700471279751,2,0.6684380187958745,0.6684380187958745,2.0,,0.5,0.54
|
| 88 |
+
Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,0,,,,,,
|
| 89 |
+
Code-Math,geo_svcca_late_minus_early,representation,0.00598570917286355,0.0054740719360306,-0.0005116372368329505,2,-0.7858337959004986,-0.7858337959004986,0.0,,0.5,0.54
|
| 90 |
+
Code-Math,geo_svcca_mean,representation,0.9905037275836849,0.9913711243747523,0.000867396791067454,2,0.5903687492814188,0.5903687492814188,2.0,,0.5,0.54
|
| 91 |
+
Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,0,,,,,,
|
| 92 |
+
Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
|
| 93 |
+
Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 94 |
+
Code-Math,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 95 |
+
Code-Math,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
|
| 96 |
+
Code-Math,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 97 |
+
Code-Math,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 98 |
+
Code-Math,ret_procrustes_p_at_5,retrieval,0.6153846153846154,0.5384615384615384,-0.07692307692307698,2,-1.7320508075688774,-1.7320508075688774,0.0,,0.5,0.54
|
| 99 |
+
Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
|
| 100 |
+
Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
|
| 101 |
+
Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
|
| 102 |
+
Code-Math,spectral_overcounting,weight space,-0.9999980628490448,-0.9999980926513672,-2.9802322387695312e-08,2,-1.0,-1.0,0.0,,1.0,1.0
|
| 103 |
+
Code-Math,subspace_overlap,weight space,0.9987411499023438,0.999144434928894,0.00040328502655023746,2,1.2045129839362734,1.2045129839362734,1.0,,1.0,1.0
|
| 104 |
+
Code-Math,weight_cosine,weight space,0.999807596206665,0.999807596206665,0.0,0,,,,,,
|
| 105 |
+
Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.12113742600657493,0.10746916728598466,-0.01366825872059028,5,-0.2748205339325454,-0.2911923025185968,0.0,0.0625,0.0625,0.2025
|
| 106 |
+
Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5253016705460712,0.45086890549425257,-0.07443276505181856,5,-0.3423078060559,-0.3661812320817214,0.0,0.0625,0.0625,0.2025
|
| 107 |
+
Code-Math-Instruction_Tuned,act_deviation_from_base,other,0.34054103039205075,0.2870888278074562,-0.05345220258459451,5,-0.6482370177869512,-0.7525949840811219,0.0,0.0625,0.0625,0.2025
|
| 108 |
+
Code-Math-Instruction_Tuned,cka_to_base,other,0.9637338295578957,0.9776740205287933,0.013940190970897692,5,0.9336084742600528,1.1128547417209058,5.0,0.0625,0.0625,0.2025
|
| 109 |
+
Code-Math-Instruction_Tuned,qmd_raw_from_base,other,0.06741627142434369,0.06192478721447022,-0.005491484209873472,5,-0.2698594697857254,-0.29428904562512653,0.0,0.0625,0.0625,0.2025
|
| 110 |
+
Math-Instruction_Tuned,beh_js_to_base,behaviour,0.122818348409463,0.10852165823966838,-0.014296690169794596,5,-0.2874560766114504,-0.2804668634303113,0.0,0.0625,0.0625,0.2025
|
| 111 |
+
Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5402923311013552,0.45799824939797984,-0.08229408170337532,5,-0.3784611056657115,-0.44202447669781614,0.0,0.0625,0.0625,0.2025
|
| 112 |
+
Math-Instruction_Tuned,act_deviation_from_base,other,0.3406754306703806,0.2917846224270761,-0.048890808243304495,5,-0.5929190978178251,-0.6552347513245169,0.0,0.0625,0.0625,0.2025
|
| 113 |
+
Math-Instruction_Tuned,cka_to_base,other,0.9687317037582398,0.9781474018096924,0.009415698051452637,5,0.6305921855921296,0.7110382045334173,5.0,0.0625,0.0625,0.2025
|
| 114 |
+
Math-Instruction_Tuned,qmd_raw_from_base,other,0.06886231224556602,0.06323308267899282,-0.005629229566573214,5,-0.27662847566898086,-0.29392234507751674,0.0,0.0625,0.0625,0.2025
|
tables/T5_coverage.csv
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
operator,operator_label,combo,repo_baseline,repo_with_aim,ledger_status,seconds,weight_mechanism,activation_mechanism,property_panel_both_arms,published_benchmarks,note
|
| 2 |
-
TaskArithmetic,Task Arithmetic,Code-Math,ahn1376/TaskArithmetic___Code-Math,ahn1376/TaskArithmetic___Code-Math___AIM,not-run,,True,True,
|
| 3 |
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 4 |
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 5 |
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 6 |
-
Ties,TIES,Code-Math,ahn1376/Ties___Code-Math,ahn1376/Ties___Code-Math___AIM,not-run,,True,True,
|
| 7 |
Ties,TIES,Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 8 |
Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 9 |
Ties,TIES,Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
|
|
|
| 1 |
operator,operator_label,combo,repo_baseline,repo_with_aim,ledger_status,seconds,weight_mechanism,activation_mechanism,property_panel_both_arms,published_benchmarks,note
|
| 2 |
+
TaskArithmetic,Task Arithmetic,Code-Math,ahn1376/TaskArithmetic___Code-Math,ahn1376/TaskArithmetic___Code-Math___AIM,not-run,,True,True,True,True,
|
| 3 |
TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 4 |
TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 5 |
TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 6 |
+
Ties,TIES,Code-Math,ahn1376/Ties___Code-Math,ahn1376/Ties___Code-Math___AIM,not-run,,True,True,True,True,
|
| 7 |
Ties,TIES,Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 8 |
Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
| 9 |
Ties,TIES,Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned___AIM,not-run,,True,True,False,True,
|
tables/T5b_column_provenance.csv
CHANGED
|
@@ -1,26 +1,26 @@
|
|
| 1 |
column,family,in_F8,populated,reason_if_not
|
| 2 |
-
weight_cosine,weight space,True,
|
| 3 |
qmd_raw,weight space,True,False,sweep incomplete
|
| 4 |
coord_fraction,weight space,True,False,NaN by construction: coordinate_gap / qmd_raw with a zero numerator.
|
| 5 |
-
subspace_overlap,weight space,True,
|
| 6 |
-
spectral_overcounting,weight space,True,
|
| 7 |
-
geo_cka_mean,representation,True,
|
| 8 |
-
geo_procrustes_mean,representation,True,
|
| 9 |
-
geo_subspace_overlap_mean,representation,True,
|
| 10 |
-
geo_svcca_mean,representation,True,
|
| 11 |
-
geo_cka_late_minus_early,representation,True,
|
| 12 |
-
ret_identity_p_at_1,retrieval,True,
|
| 13 |
-
ret_procrustes_p_at_1,retrieval,True,
|
| 14 |
-
ret_ridge_p_at_1,retrieval,True,
|
| 15 |
-
ret_gain_over_identity,retrieval,True,
|
| 16 |
-
grad_cosine,gradient,True,
|
| 17 |
-
grad_l2,gradient,True,
|
| 18 |
-
grad_norm_ratio,gradient,True,
|
| 19 |
-
grad_cosine_layer_min,gradient,True,
|
| 20 |
-
beh_js,behaviour,True,
|
| 21 |
-
beh_logit_cosine,behaviour,True,
|
| 22 |
-
beh_topk_overlap,behaviour,True,
|
| 23 |
-
beh_rank_corr,behaviour,True,
|
| 24 |
-
beh_entropy_gap,behaviour,True,
|
| 25 |
geoX_*,representation,False,False,"extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box."
|
| 26 |
retX_*,retrieval,False,False,"extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box."
|
|
|
|
| 1 |
column,family,in_F8,populated,reason_if_not
|
| 2 |
+
weight_cosine,weight space,True,True,
|
| 3 |
qmd_raw,weight space,True,False,sweep incomplete
|
| 4 |
coord_fraction,weight space,True,False,NaN by construction: coordinate_gap / qmd_raw with a zero numerator.
|
| 5 |
+
subspace_overlap,weight space,True,True,
|
| 6 |
+
spectral_overcounting,weight space,True,True,
|
| 7 |
+
geo_cka_mean,representation,True,True,
|
| 8 |
+
geo_procrustes_mean,representation,True,True,
|
| 9 |
+
geo_subspace_overlap_mean,representation,True,True,
|
| 10 |
+
geo_svcca_mean,representation,True,True,
|
| 11 |
+
geo_cka_late_minus_early,representation,True,True,
|
| 12 |
+
ret_identity_p_at_1,retrieval,True,True,
|
| 13 |
+
ret_procrustes_p_at_1,retrieval,True,True,
|
| 14 |
+
ret_ridge_p_at_1,retrieval,True,True,
|
| 15 |
+
ret_gain_over_identity,retrieval,True,True,
|
| 16 |
+
grad_cosine,gradient,True,True,
|
| 17 |
+
grad_l2,gradient,True,True,
|
| 18 |
+
grad_norm_ratio,gradient,True,True,
|
| 19 |
+
grad_cosine_layer_min,gradient,True,True,
|
| 20 |
+
beh_js,behaviour,True,True,
|
| 21 |
+
beh_logit_cosine,behaviour,True,True,
|
| 22 |
+
beh_topk_overlap,behaviour,True,True,
|
| 23 |
+
beh_rank_corr,behaviour,True,True,
|
| 24 |
+
beh_entropy_gap,behaviour,True,True,
|
| 25 |
geoX_*,representation,False,False,"extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box."
|
| 26 |
retX_*,retrieval,False,False,"extended 512-sentence probe not run: it is the robustness check on the n/d problem, not the figure, and the 41-layer Procrustes/SVCCA geometry at 512x5120 dominated the sweep's cost on a contended box."
|