Download results/cv8_positional_extrapolation.json from Tarush-AI/fittingcorpus: direct link, hf CLI and curl.
- Browser
- Download file 10.5 kB
-
https://huggingface.co/Tarush-AI/fittingcorpus/resolve/main/results/cv8_positional_extrapolation.json
- Command line
-
hf download hf://Tarush-AI/fittingcorpus/results/cv8_positional_extrapolation.json
-
curl -L -o cv8_positional_extrapolation.json https://huggingface.co/Tarush-AI/fittingcorpus/resolve/main/results/cv8_positional_extrapolation.json
10.5 kB
| { | |
| "experiment": "CV8 \u2014 positional extrapolation: is the corpus effect an extrapolation artifact?", | |
| "prereg": "docs/experiments/preregs/CV8_positional_extrapolation.md", | |
| "status": "PRE-REGISTERED", | |
| "model": "EleutherAI/pythia-410m-deduped", | |
| "band": [ | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20, | |
| 21 | |
| ], | |
| "device": "cpu", | |
| "smoke": false, | |
| "n_sequences_for_G": 128, | |
| "prefix_corpus": "Pile-CC", | |
| "probe_positions": [ | |
| 16, | |
| 24, | |
| 32, | |
| 48, | |
| 64, | |
| 80, | |
| 96, | |
| 112, | |
| 126, | |
| 133, | |
| 142, | |
| 150, | |
| 160, | |
| 177 | |
| ], | |
| "p_read": 142, | |
| "in_support_positions": [ | |
| 16, | |
| 24, | |
| 32, | |
| 48, | |
| 64, | |
| 80, | |
| 96, | |
| 112, | |
| 126 | |
| ], | |
| "out_of_support_positions": [ | |
| 133, | |
| 142, | |
| 150, | |
| 160, | |
| 177 | |
| ], | |
| "alignment_by_corpus_by_position": { | |
| "Github": { | |
| "16": 0.6996252853536956, | |
| "24": 0.7195726800527922, | |
| "32": 0.7419920931750147, | |
| "48": 0.7890212811960222, | |
| "64": 0.7941302109133536, | |
| "80": 0.8161464913360663, | |
| "96": 0.8183671340138088, | |
| "112": 0.8229096214682946, | |
| "126": 0.8238566421789222, | |
| "133": 0.7944473162024065, | |
| "142": 0.8388732396731006, | |
| "150": 0.8087969634902892, | |
| "160": 0.7728870509309129, | |
| "177": 0.7256898382376776 | |
| }, | |
| "Pile-CC": { | |
| "16": 0.8655362229126606, | |
| "24": 0.8794407644581727, | |
| "32": 0.9045990717899588, | |
| "48": 0.9609246582531124, | |
| "64": 0.9600123937570153, | |
| "80": 0.9735561251166504, | |
| "96": 0.9736115131621349, | |
| "112": 0.9587698643649143, | |
| "126": 0.9315715191158161, | |
| "133": 0.8844150766354874, | |
| "142": 0.8829077025264984, | |
| "150": 0.812117650005082, | |
| "160": 0.750308456655454, | |
| "177": 0.6929892962431711 | |
| }, | |
| "StackExchange": { | |
| "16": 0.8036795767735414, | |
| "24": 0.823674148552886, | |
| "32": 0.8445555689011814, | |
| "48": 0.8826739930722733, | |
| "64": 0.8859453230341394, | |
| "80": 0.898833215588331, | |
| "96": 0.904113715176498, | |
| "112": 0.8884164602671668, | |
| "126": 0.8710085702476517, | |
| "133": 0.8486331253630209, | |
| "142": 0.8570446480097353, | |
| "150": 0.7892426785265432, | |
| "160": 0.7309038381482675, | |
| "177": 0.6775588355322955 | |
| }, | |
| "USPTO_Backgrounds": { | |
| "16": 0.7907249900285207, | |
| "24": 0.8090482826892232, | |
| "32": 0.8344965816173697, | |
| "48": 0.8756122774890299, | |
| "64": 0.8785620695065707, | |
| "80": 0.8933423001911186, | |
| "96": 0.8913479278432859, | |
| "112": 0.8787880476980111, | |
| "126": 0.8573401928967778, | |
| "133": 0.827182917778604, | |
| "142": 0.8381376088564241, | |
| "150": 0.7732960251599772, | |
| "160": 0.7201225439786406, | |
| "177": 0.6684383565635394 | |
| }, | |
| "Wikipedia_en": { | |
| "16": 0.8116737040343527, | |
| "24": 0.8243563752414974, | |
| "32": 0.8515287521634032, | |
| "48": 0.9105007011285444, | |
| "64": 0.9187448191728964, | |
| "80": 0.929348254154488, | |
| "96": 0.925303206745383, | |
| "112": 0.9200323122113367, | |
| "126": 0.9014905392400295, | |
| "133": 0.8630461395728837, | |
| "142": 0.8731856807813917, | |
| "150": 0.8077957514475436, | |
| "160": 0.7556025082473946, | |
| "177": 0.6978742364606902 | |
| }, | |
| "OOD_arXiv_2023": { | |
| "16": 0.7916525423537559, | |
| "24": 0.8102770192869214, | |
| "32": 0.8335794211271619, | |
| "48": 0.8782709376178942, | |
| "64": 0.8771631566419636, | |
| "80": 0.8915520081502442, | |
| "96": 0.8949200856470252, | |
| "112": 0.8814222544321175, | |
| "126": 0.8556494233519906, | |
| "133": 0.8358392088399716, | |
| "142": 0.8390375985784466, | |
| "150": 0.7702991962986523, | |
| "160": 0.7144830722075272, | |
| "177": 0.6603754919946767 | |
| }, | |
| "OOD_CommonPile": { | |
| "16": 0.781236677486555, | |
| "24": 0.7988611712590944, | |
| "32": 0.8232537507439353, | |
| "48": 0.8654877791238893, | |
| "64": 0.8656894410263634, | |
| "80": 0.8812748843918979, | |
| "96": 0.8850409193797165, | |
| "112": 0.8723165202545101, | |
| "126": 0.8502470394124511, | |
| "133": 0.833852988611821, | |
| "142": 0.8369051828581651, | |
| "150": 0.7682897033917105, | |
| "160": 0.7138111346577654, | |
| "177": 0.6595057776158877 | |
| }, | |
| "OOD_News_2024": { | |
| "16": 0.827480165969923, | |
| "24": 0.837726723624863, | |
| "32": 0.8632292155316605, | |
| "48": 0.9210869498301496, | |
| "64": 0.9247255673704081, | |
| "80": 0.9362241489898391, | |
| "96": 0.9349798506919959, | |
| "112": 0.9225137382747429, | |
| "126": 0.8975991050504516, | |
| "133": 0.8515537919652221, | |
| "142": 0.8455001686641376, | |
| "150": 0.7801679271847001, | |
| "160": 0.7259258340690871, | |
| "177": 0.6713449714937855 | |
| } | |
| }, | |
| "read_scores_min_from_r9": { | |
| "Github": 0.24049734957516195, | |
| "Pile-CC": 0.26239902824163436, | |
| "StackExchange": 0.26430597975850106, | |
| "USPTO_Backgrounds": 0.26112590581178663, | |
| "Wikipedia_en": 0.24160844944417476, | |
| "OOD_arXiv_2023": 0.2692730328068137, | |
| "OOD_CommonPile": 0.2528811445459723, | |
| "OOD_News_2024": 0.25006329715251924 | |
| }, | |
| "PRIMARY": { | |
| "statistic": "Spearman rho between alignment at p_read and the stored min read score", | |
| "rho": 0.14285714285714285, | |
| "exact_two_sided_p": 0.7520337301587302, | |
| "n_permutations": 40320, | |
| "critical_abs_rho_at_alpha_0.05": 0.7142857142857143, | |
| "minimum_detectable": "n=8 detects only |rho| >= 0.714 at alpha=0.05 two-sided; a moderate relationship would NOT be detected by this design", | |
| "corpora_in_order": [ | |
| "Github", | |
| "OOD_CommonPile", | |
| "OOD_News_2024", | |
| "OOD_arXiv_2023", | |
| "Pile-CC", | |
| "StackExchange", | |
| "USPTO_Backgrounds", | |
| "Wikipedia_en" | |
| ], | |
| "alignment_at_p_read": [ | |
| 0.8388732396731006, | |
| 0.8369051828581651, | |
| 0.8455001686641376, | |
| 0.8390375985784466, | |
| 0.8829077025264984, | |
| 0.8570446480097353, | |
| 0.8381376088564241, | |
| 0.8731856807813917 | |
| ], | |
| "read_score": [ | |
| 0.24049734957516195, | |
| 0.2528811445459723, | |
| 0.25006329715251924, | |
| 0.2692730328068137, | |
| 0.26239902824163436, | |
| 0.26430597975850106, | |
| 0.26112590581178663, | |
| 0.24160844944417476 | |
| ] | |
| }, | |
| "SECONDARY_alignment_spread": { | |
| "between_corpus_sd_at_p_read": 0.01784753488872414, | |
| "between_corpus_sd_in_support_p64": 0.049280116927836765, | |
| "ratio": 0.3621650272230308, | |
| "note": "descriptive; no threshold is attached, per the registration" | |
| }, | |
| "controls": { | |
| "C1_scale_invariance": { | |
| "required": "cos_F unchanged to < 1e-9 when G is multiplied by alpha in {0.5, 2, 100}; the control for the target-count artifact that motivated a scale-free metric. AMENDED from '== 0.0', which is unreachable in floating point.", | |
| "max_abs_difference": 4.8365533800165394e-11, | |
| "tolerance": 1e-09, | |
| "fires": true | |
| }, | |
| "C2_metric_is_not_vacuous": { | |
| "required": "in-support alignment >= 0.30 for all 8 corpora AND |alignment| vs a Gaussian matrix <= 0.05. IF THIS FAILS THE INSTRUMENT IS BROKEN AND NO VERDICT ISSUES.", | |
| "min_in_support_p64": 0.7941302109133536, | |
| "max_abs_vs_random": 0.00020370669755364056, | |
| "per_corpus_in_support": { | |
| "Github": 0.7941302109133536, | |
| "Pile-CC": 0.9600123937570153, | |
| "StackExchange": 0.8859453230341394, | |
| "USPTO_Backgrounds": 0.8785620695065707, | |
| "Wikipedia_en": 0.9187448191728964, | |
| "OOD_arXiv_2023": 0.8771631566419636, | |
| "OOD_CommonPile": 0.8656894410263634, | |
| "OOD_News_2024": 0.9247255673704081 | |
| }, | |
| "per_corpus_vs_random": { | |
| "Github": 8.715056257069297e-05, | |
| "Pile-CC": 8.34612596484493e-05, | |
| "StackExchange": 0.00020370669755364056, | |
| "USPTO_Backgrounds": 7.459009373812329e-05, | |
| "Wikipedia_en": 5.197126198105234e-05, | |
| "OOD_arXiv_2023": 3.00259731882602e-05, | |
| "OOD_CommonPile": -2.5453768332120378e-05, | |
| "OOD_News_2024": -0.00011232876610156356 | |
| }, | |
| "fires": true | |
| }, | |
| "C3_no_leakage": { | |
| "required": "the items building G and the items scored are disjoint", | |
| "n_overlap": 0, | |
| "n_build": 128, | |
| "n_score": 270, | |
| "fires": true | |
| }, | |
| "C4_probe_matches_the_real_read": { | |
| "required": "p_read inside CV2's measured prefixed read range, and CV2's n_in_support == 0", | |
| "p_read": 142, | |
| "cv2_min": 133, | |
| "cv2_max": 177, | |
| "cv2_median": 142, | |
| "cv2_n_in_support": 0, | |
| "fires": true | |
| }, | |
| "C5_band_rule": { | |
| "required": "band == floor(0.38L)..floor(0.92L) intersected with layers strictly below the penultimate target layer, at L=24", | |
| "band": [ | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20, | |
| 21 | |
| ], | |
| "rule_band": [ | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20, | |
| 21 | |
| ], | |
| "target_layer": 22, | |
| "fires": true | |
| } | |
| }, | |
| "controls_fired": { | |
| "C1_scale_invariance": true, | |
| "C2_metric_is_not_vacuous": true, | |
| "C3_no_leakage": true, | |
| "C4_probe_matches_the_real_read": true, | |
| "C5_band_rule": true | |
| }, | |
| "VERDICT": "EXTRAPOLATION DOES NOT EXPLAIN THE ORDERING \u2014 exact two-sided p = 0.7520 >= 0.20, rho = +0.143, below the alpha=0.05 critical |rho| of 0.714 for n=8. No STRONG monotone relationship between alignment at position 142 and the read. The positional hedge is retired; this design could not have detected a moderate relationship and the claim is bounded accordingly.", | |
| "provenance": { | |
| "schema_version": 1, | |
| "experiment": "CV8", | |
| "utc": "2026-08-31T03:39:53+00:00", | |
| "script": { | |
| "path": "experiments/cv8_positional_extrapolation.py", | |
| "sha256": "7bc5d7908a74bbd6713744b4af830c963396d9402c51b1fb289d7c92d23edb8d", | |
| "n_lines": 408 | |
| }, | |
| "git": { | |
| "commit": "99a6dd48ac17cd06f63d77e1e2fa51296cd189f7", | |
| "commit_short": "99a6dd48ac17", | |
| "git_repository_present": true, | |
| "branch": "pythia", | |
| "dirty": true, | |
| "dirty_files": [ | |
| "PAPER_REWRITE_SCOPE.md", | |
| "xperiments/e66b_determinism_floor.py" | |
| ], | |
| "dirty_diff_sha256": "01b0d0f1f9e05dca6bc8dca13e923a4920f8bf53c42c0d1a3cca9d266754795c", | |
| "describe": "99a6dd4-dirty" | |
| }, | |
| "argv": [ | |
| "experiments/cv8_positional_extrapolation.py" | |
| ], | |
| "cwd": ".", | |
| "inputs": [ | |
| { | |
| "path": "results/r9_permutation_calibrated_min.json", | |
| "sha256": "eea61cccda689ed7903ca0f24af1961beb18f104fc7226a21f61a2563e3a9ba2", | |
| "bytes": 20471, | |
| "exists": true | |
| }, | |
| { | |
| "path": "results/cv2_position_support.json", | |
| "sha256": "e61248b05d2e8fa4db0262b325e2748579f873326414b1992d5bd4476c136b9c", | |
| "bytes": 9152, | |
| "exists": true | |
| } | |
| ], | |
| "env": { | |
| "python": "3.14.2", | |
| "torch": "2.13.0", | |
| "transformers": "5.14.1", | |
| "numpy": "2.5.1", | |
| "platform": "macOS-26.5.2-arm64-arm-64bit-Mach-O", | |
| "machine": "arm64", | |
| "hostname": "<redacted for double-blind review>", | |
| "tf32": { | |
| "allow_tf32_matmul": false, | |
| "allow_tf32_cudnn": false, | |
| "NVIDIA_TF32_OVERRIDE": null | |
| }, | |
| "threads": { | |
| "torch_num_threads": 8, | |
| "torch_num_interop_threads": 14, | |
| "OMP_NUM_THREADS": null, | |
| "os_cpu_count": 14 | |
| } | |
| }, | |
| "payload_sha256": "a950c3b88b5401cefca4116adf35303854131b5bd45dfd084c0efe00325e4501" | |
| } | |
| } |