- paper/pnas -> paper/manuscript (venue-neutral)
- configs/layer1 -> configs/inheritance, src/knowledge -> src/inheritance
(imported as `inheritance`), make layer1 -> make inheritance; layer2 alias dropped
- inheritance and trained-network bundles named after the manuscript figure
they feed (fig2_grounding_sweep, figS3_rebaselining, ...), or descriptively
where they feed none; configs keep their `experiment:` value so parquet
hashes are unchanged, only output.dir moves
- figure scripts, SI figure sources, notebooks, REPRODUCING.md, README and the
SI Methods/tables updated; make clean no longer deletes tracked manifests;
reproduce.sh hashes the s{seed}/ layouts too
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
9.5 KiB
9.5 KiB
| 1 | 1 | OK 10.48550/arXiv.2508.06811 | Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hug | in manuscript |
|---|---|---|---|---|
| 2 | 2 | OK 10.48550/arXiv.2405.18432 | Unsupervised Model Tree Heritage Recovery | in manuscript |
| 3 | 3 | OK 10.48550/arXiv.2402.00699 | PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models i | in manuscript |
| 4 | 4 | OK 10.48550/arXiv.2306.01708 | TIES-Merging: Resolving Interference When Merging Models | in manuscript |
| 5 | 5 | OK 10.1038/s42256-024-00975-8 | Evolutionary optimization of model merging recipes | crossref (matched: Evolutionary optimization of model merging recipes) |
| 6 | 6 | OK 10.48550/arXiv.2403.13257 | Arcee's MergeKit: A Toolkit for Merging Large Language Models | in manuscript |
| 7 | 7 | OK 10.48550/arXiv.2408.07666 | Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, App | in manuscript |
| 8 | 8 | OK 10.48550/arXiv.2503.01155 | Nature-Inspired Population-Based Evolution of Large Language Mod | in manuscript |
| 9 | 9 | OK 10.48550/arXiv.2508.16204 | Competition and Attraction Improve Model Fusion | in manuscript |
| 10 | 10 | OK 10.48550/arXiv.2501.05707 | Multiagent Finetuning: Self Improvement with Diverse Reasoning C | in manuscript |
| 11 | 11 | OK 10.48550/arXiv.2406.11704 | Nemotron-4 340B Technical Report | in manuscript |
| 12 | 12 | OK 10.48550/arXiv.2412.08905 | Phi-4 Technical Report | in manuscript |
| 13 | 13 | OK 10.48550/arXiv.2212.10560 | Self-Instruct: Aligning Language Models with Self-Generated Inst | in manuscript |
| 14 | 14 | OK 10.48550/arXiv.2401.05749 | A Shocking Amount of the Web is Machine Translated: Insights fro | in manuscript |
| 15 | 15 | OK 10.48550/arXiv.2403.07183 | Monitoring AI-Modified Content at Scale: A Case Study on the Imp | in manuscript |
| 16 | 16 | OK 10.48550/arXiv.2211.04325 | Will we run out of data? Limits of LLM scaling based on human-ge | in manuscript |
| 17 | 17 | OK 10.1038/s41562-023-01742-2 | Machine culture | verified by hand |
| 18 | 18 | OK 10.48550/arXiv.2304.03442 | Generative Agents: Interactive Simulacra of Human Behavior | in manuscript |
| 19 | 19 | OK 10.48550/arXiv.2402.01680 | Large Language Model based Multi-Agents: A Survey of Progress an | in manuscript |
| 20 | 20 | OK 10.48550/arXiv.2509.10147 | Virtual Agent Economies | in manuscript |
| 21 | 21 | OK 10.1038/s41586-024-07566-y | AI models collapse when trained on recursively generated data | crossref (matched: AI models collapse when trained on recursively generated data) |
| 22 | 22 | OK 10.1371/journal.pcbi.1002510 | Structural Drift: The Population Dynamics of Sequential Learning | crossref (matched: Structural Drift: The Population Dynamics of Sequential Learning) |
| 23 | 23 | OK 10.48550/arXiv.2604.08554 | Drift and selection in LLM text ecosystems | in manuscript |
| 24 | 24 | OK 10.48550/arXiv.2509.20101 | First-Extinction Law for Resampling Processes | in manuscript |
| 25 | 25 | OK 10.48550/arXiv.2407.17493 | Model Collapse in the Self-Consuming Chain of Diffusion Finetuni | in manuscript |
| 26 | 26 | OK 10.1016/s0079-7421(08)60536-8 | Catastrophic Interference in Connectionist Networks: The Sequent | crossref (matched: Catastrophic Interference in Connectionist Networks: The Sequential Le) |
| 27 | 27 | OK 10.1016/s1364-6613(99)01294-2 | Catastrophic forgetting in connectionist networks | crossref (matched: Catastrophic forgetting in connectionist networks) |
| 28 | 28 | OK 10.1016/0027-5107(64)90047-8 | The relation of recombination to mutational advance | crossref (matched: The relation of recombination to mutational advance) |
| 29 | 29 | OK 10.48550/arXiv.2510.16657 | Escaping Model Collapse via Synthetic Data Verification: Near-te | in manuscript |
| 30 | 30 | OK 10.48550/arXiv.2404.01413 | Is Model Collapse Inevitable? Breaking the Curse of Recursion by | in manuscript |
| 31 | 31 | OK 10.1093/genetics/16.2.97 | EVOLUTION IN MENDELIAN POPULATIONS | crossref (matched: EVOLUTION IN MENDELIAN POPULATIONS) |
| 32 | 32 | OK 10.1046/j.1523-1739.1996.10061509.x | The One‐Migrant‐per‐Generation Rule in Conservation and Manageme | crossref (matched: The One‐Migrant‐per‐Generation Rule in Conservation and Management) |
| 33 | 33 | HAND (pre-DOI source) | [Review of] The Origin of Species | written by hand |
| 34 | 34 | OK 10.48550/arXiv.2411.02207 | Collective Model Intelligence Requires Compatible Specialization | in manuscript |
| 35 | 35 | HAND (pre-DOI source) | The Genetical Theory of Natural Selection | written by hand |
| 36 | 36 | OK 10.1086/280418 | Some Genetic Aspects of Sex | crossref (matched: Some Genetic Aspects of Sex) |
| 37 | 37 | OK 10.48550/arXiv.2106.09685 | LoRA: Low-Rank Adaptation of Large Language Models | in manuscript |
| 38 | 38 | OK 10.1016/s0022-5193(87)80029-2 | Towards a general theory of adaptive walks on rugged landscapes | crossref (matched: Towards a general theory of adaptive walks on rugged landscapes) |
| 39 | 39 | HAND (pre-DOI source) | Coadaptation and outbreeding depression | written by hand |
| 40 | 40 | OK 10.1162/evco_a_00025 | Abandoning Objectives: Evolution Through the Search for Novelty | crossref (matched: Abandoning Objectives: Evolution Through the Search for Novelty Alone) |
| 41 | 41 | OK 10.48550/arXiv.2503.05683 | WikiBigEdit: Understanding the Limits of Lifelong Knowledge Edit | in manuscript |
| 42 | 42 | OK 10.48550/arXiv.2502.04390 | In Praise of Stubbornness: An Empirical Case for Cognitive-Disso | in manuscript |
| 43 | 43 | OK 10.48550/arXiv.2607.09202 | Interference and Retention in Continual Learning | in manuscript |
| 44 | 44 | OK 10.1017/s0016672300033140 | A general model for the evolution of recombination | crossref (matched: A general model for the evolution of recombination) |
| 45 | 45 | OK 10.1006/tpbi.1997.1301 | Deleterious Mutations, Variable Epistatic Interactions, and the | crossref (matched: Deleterious Mutations, Variable Epistatic Interactions, and the Evolut) |
| 46 | 46 | OK 10.1038/nrg761 | Resolving the paradox of sex and recombination | crossref (matched: Resolving the paradox of sex and recombination) |
| 47 | 47 | OK 10.1093/genetics/117.3.559 | Selection, Generalized Transmission and the Evolution of Modifie | crossref (matched: Selection, Generalized Transmission and the Evolution of Modifier Gene) |
| 48 | 48 | OK 10.1093/genetics/139.4.1805 | The population genetics of speciation: the evolution of hybrid i | crossref (matched: The population genetics of speciation: the evolution of hybrid incompa) |
| 49 | 49 | OK 10.1111/j.0014-3820.2001.tb00628.x | THE EVOLUTION OF POSTZYGOTIC ISOLATION: ACCUMULATING DOBZHANSKY- | crossref (matched: THE EVOLUTION OF POSTZYGOTIC ISOLATION: ACCUMULATING DOBZHANSKY-MULLER) |
| 50 | 50 | OK 10.48550/arXiv.2209.04836 | Git Re-Basin: Merging Models modulo Permutation Symmetries | in manuscript |
| 51 | 51 | OK 10.48550/arXiv.2606.23607 | Scaling Linear Mode Connectivity and Merging to Billion Paramete | in manuscript |
| 52 | 52 | OK 10.48550/arXiv.2410.12766 | The Non-Local Model Merging Problem: Permutation Symmetries and | in manuscript |
| 53 | 53 | OK 10.48550/arXiv.2607.11997 | Are we Merging the Right Models? Impact of Expert Training Durat | in manuscript |
| 54 | 54 | OK 10.48550/arXiv.2601.22285 | Demystifying Mergeability: Interpretable Properties to Predict M | in manuscript |
| 55 | 55 | OK 10.48550/arXiv.2205.12393 | Fine-tuned Language Models are Continual Learners | in manuscript |
| 56 | 56 | OK 10.48550/arXiv.2403.08763 | Simple and Scalable Strategies to Continually Pre-train Large La | in manuscript |
| 57 | 57 | OK 10.1080/09540099550039318 | Catastrophic Forgetting, Rehearsal and Pseudorehearsal | crossref (matched: Catastrophic Forgetting, Rehearsal and Pseudorehearsal) |
| 58 | 58 | OK 10.48550/arXiv.1705.08690 | Continual Learning with Deep Generative Replay | in manuscript |
| 59 | 59 | OK 10.48550/arXiv.2406.07515 | Beyond Model Collapse: Scaling Up with Synthesized Data Requires | in manuscript |
| 60 | 60 | OK 10.48550/arXiv.1606.04671 | Progressive Neural Networks | in manuscript |
| 61 | 61 | OK 10.48550/arXiv.2405.09673 | LoRA Learns Less and Forgets Less | in manuscript |
| 62 | 62 | OK 10.1037/0033-295x.102.3.419 | Why there are complementary learning systems in the hippocampus | crossref (matched: Why there are complementary learning systems in the hippocampus and ne) |
| 63 | 63 | OK 10.1016/j.tics.2016.05.004 | What Learning Systems do Intelligent Agents Need? Complementary | crossref (matched: What Learning Systems do Intelligent Agents Need? Complementary Learni) |
| 64 | 64 | OK 10.48550/arXiv.1805.06370 | Progress & Compress: A scalable framework for continual lear | verified by hand |
| 65 | 65 | OK 10.48550/arXiv.2212.04089 | Editing Models with Task Arithmetic | in manuscript |
| 66 | 66 | OK 10.48550/arXiv.2407.06322 | MagMax: Leveraging Model Merging for Seamless Continual Learning | in manuscript |
| 67 | 67 | OK 10.48550/arXiv.2407.08699 | Mitigating Catastrophic Forgetting in Language Transfer via Mode | in manuscript |
| 68 | 68 | OK 10.48550/arXiv.2412.06712 | How to Merge Your Multimodal Models Over Time? | in manuscript |
| 69 | 69 | OK 10.48550/arXiv.1812.05159 | An Empirical Study of Example Forgetting during Deep Neural Netw | in manuscript |
| 70 | 70 | OK 10.48550/arXiv.2211.08411 | Large Language Models Struggle to Learn Long-Tail Knowledge | in manuscript |
| 71 | 71 | OK 10.48550/arXiv.2210.00266 | Long-Tailed Class Incremental Learning | in manuscript |
| 72 | 72 | OK 10.48550/arXiv.2309.10105 | Understanding Catastrophic Forgetting in Language Models via Imp | in manuscript |
| 73 | 73 | OK 10.48550/arXiv.2311.03099 | Language Models are Super Mario: Absorbing Abilities from Homolo | in manuscript |
| 74 | 74 | OK 10.48550/arXiv.2203.05482 | Model soups: averaging weights of multiple fine-tuned models imp | in manuscript |
| 75 | 75 | OK 10.48550/arXiv.2603.09463 | An Empirical Study and Theoretical Explanation on Task-Level Mod | in manuscript |
| 76 | 76 | OK 10.48550/arXiv.2506.14126 | From Memorization to Parameter Interference: How Overtraining Ex | in manuscript |
| 77 | 77 | OK 10.1145/2934662 | Sex as an algorithm | crossref (matched: Sex as an algorithm) |
| 78 | 78 | OK 10.48550/arXiv.2311.09807 | The Curious Decline of Linguistic Diversity: Training Language M | in manuscript |
| 79 | 79 | OK 10.48550/arXiv.2309.05196 | Does Writing with Language Models Reduce Content Diversity? | in manuscript |
| 80 | 80 | OK 10.1126/sciadv.adn5290 | Generative AI enhances individual creativity but reduces the col | crossref (matched: Generative AI enhances individual creativity but reduces the collectiv) |