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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.
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629 B
BibTeX
24 lines
No EOL
629 B
BibTeX
@incollection{Bengio+chapter2007,
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author = {Bengio, Yoshua and LeCun, Yann},
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booktitle = {Large Scale Kernel Machines},
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publisher = {MIT Press},
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title = {Scaling Learning Algorithms Towards {AI}},
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year = {2007}
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}
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@article{Hinton06,
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author = {Hinton, Geoffrey E. and Osindero, Simon and Teh, Yee Whye},
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journal = {Neural Computation},
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pages = {1527--1554},
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title = {A Fast Learning Algorithm for Deep Belief Nets},
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volume = {18},
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year = {2006}
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}
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@book{goodfellow2016deep,
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title={Deep learning},
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author={Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron and Bengio, Yoshua},
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volume={1},
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year={2016},
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publisher={MIT Press}
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} |