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The skills directory was getting disorganized — mlops alone had 40 skills in a flat list, and 12 categories were singletons with just one skill each. Code change: - prompt_builder.py: Support sub-categories in skill scanner. skills/mlops/training/axolotl/SKILL.md now shows as category 'mlops/training' instead of just 'mlops'. Backwards-compatible with existing flat structure. Split mlops (40 skills) into 7 sub-categories: - mlops/training (12): accelerate, axolotl, flash-attention, grpo-rl-training, peft, pytorch-fsdp, pytorch-lightning, simpo, slime, torchtitan, trl-fine-tuning, unsloth - mlops/inference (8): gguf, guidance, instructor, llama-cpp, obliteratus, outlines, tensorrt-llm, vllm - mlops/models (6): audiocraft, clip, llava, segment-anything, stable-diffusion, whisper - mlops/vector-databases (4): chroma, faiss, pinecone, qdrant - mlops/evaluation (5): huggingface-tokenizers, lm-evaluation-harness, nemo-curator, saelens, weights-and-biases - mlops/cloud (2): lambda-labs, modal - mlops/research (1): dspy Merged singleton categories: - gifs → media (gif-search joins youtube-content) - music-creation → media (heartmula, songsee) - diagramming → creative (excalidraw joins ascii-art) - ocr-and-documents → productivity - domain → research (domain-intel) - feeds → research (blogwatcher) - market-data → research (polymarket) Fixed misplaced skills: - mlops/code-review → software-development (not ML-specific) - mlops/ml-paper-writing → research (academic writing) Added DESCRIPTION.md files for all new/updated categories.
70 lines
2 KiB
BibTeX
70 lines
2 KiB
BibTeX
% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").
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@book{Aho:72,
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publisher = {Prentice-Hall},
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address = {Englewood Cliffs, NJ}
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}
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@book{APA:83,
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author = {{American Psychological Association}},
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journal = {Journal of the Association for Computing Machinery},
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volume = "28",
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number = "1",
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pages = "114--133",
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doi = "10.1145/322234.322243",
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}
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@inproceedings{andrew2007scalable,
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title={Scalable training of {L1}-regularized log-linear models},
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author={Andrew, Galen and Gao, Jianfeng},
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booktitle={Proceedings of the 24th International Conference on Machine Learning},
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pages={33--40},
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year={2007},
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}
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@book{Gusfield:97,
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author = {Dan Gusfield},
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title = {Algorithms on Strings, Trees and Sequences},
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year = "1997",
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publisher = {Cambridge University Press},
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address = {Cambridge, UK}
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}
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@article{rasooli-tetrault-2015,
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author = {Mohammad Sadegh Rasooli and Joel R. Tetreault},
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title = {Yara Parser: {A} Fast and Accurate Dependency Parser},
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journal = {Computing Research Repository},
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volume = {arXiv:1503.06733},
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year = {2015},
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url = {http://arxiv.org/abs/1503.06733},
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note = {version 2}
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}
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@article{Ando2005,
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Acmid = {1194905},
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Author = {Ando, Rie Kubota and Zhang, Tong},
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Issn = {1532-4435},
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Issue_Date = {12/1/2005},
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Journal = {Journal of Machine Learning Research},
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Month = dec,
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Numpages = {37},
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Pages = {1817--1853},
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Publisher = {JMLR.org},
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Title = {A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data},
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Volume = {6},
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Year = {2005}
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}
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