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# Foundations

Understand language models and choose a learning path.

- [Llm Fundamentals](/foundations/llm-fundamentals/index.md) (139)

- [Courses And Learning Paths](/foundations/courses-and-learning-paths/index.md) (179)

- [From Scratch Implementations](/foundations/from-scratch-implementations/index.md) (1)

- [Practitioner Overviews](/foundations/practitioner-overviews/index.md) (387)

[Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md)

706 resources · page 12 of 23

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### [OpenSpiel](/foundations/llm-fundamentals/openspiel/index.md)

Creator not supplied; see original source.

DeepMind OpenSpiel GitHub repo: environments and algorithms for reinforcement learning and search in games.

Not applicable (entity) · unknown · unknown resource · en 

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### [@osanseviero (Omar Sanseviero)](/foundations/practitioner-overviews/osanseviero-omar-sanseviero/index.md)

Creator not supplied; see original source.

X account of Omar Sanseviero, Google DeepMind: posts on Gemma, Gemini and AI Studio.

Not applicable (entity) · unknown · unknown resource · und 

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### [Owain Evans (@OwainEvans_UK)](/foundations/practitioner-overviews/owain-evans-owainevans-uk/index.md)

Creator not supplied; see original source.

Owain Evans' site: alignment researcher at Truthful AI, with papers on emergent misalignment and situational awareness.

Not applicable (entity) · unknown · unknown resource · en 

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### [@DynamicWebPaige (Paige Bailey)](/foundations/practitioner-overviews/paige-bailey-dynamicwebpaige/index.md)

Creator not supplied; see original source.

X account of Paige Bailey, Google DeepMind developer relations: Gemini API demos and updates.

Not applicable (entity) · unknown · unknown resource · en 

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### [李沐 paper-reading (论文精读)](/foundations/courses-and-learning-paths/paper-reading/index.md)

Creator not supplied; see original source.

paper-reading GitHub repo (Mu Li): index of Chinese section-by-section video readings of deep learning papers.

Not applicable (entity) · unknown · unknown resource · zh 

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### [Paul Gauthier (@paulgauthier)](/foundations/practitioner-overviews/paul-gauthier-paulgauthier/index.md)

Creator not supplied; see original source.

Aider: open-source AI pair-programming tool for the terminal, created by Paul Gauthier.

Not applicable (entity) · unknown · unknown resource · en 

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### [Peter Steinberger blog](/foundations/courses-and-learning-paths/peter-steinberger-blog/index.md)

Creator not supplied; see original source.

Peter Steinberger's blog on building AI-powered developer tools, creator of OpenClaw.

Not applicable (entity) · unknown · unknown resource · en 

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### [Philipp Schmid (@_philschmid)](/foundations/practitioner-overviews/philipp-schmid-philschmid/index.md)

Creator not supplied; see original source.

Philipp Schmid's blog: Google DeepMind engineer's tutorials on fine-tuning, deploying and building with LLMs.

Not applicable (entity) · unknown · unknown resource · en 

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### [@_philschmid (Philipp Schmid)](/foundations/practitioner-overviews/philschmid-philipp-schmid/index.md)

Creator not supplied; see original source.

X account of Philipp Schmid, Google DeepMind: posts on agents, the Gemini API and AI news.

Not applicable (entity) · unknown · unknown resource · und 

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### [PhoBERT](/foundations/courses-and-learning-paths/phobert/index.md)

Creator not supplied; see original source.

VinAI PhoBERT GitHub repo (EMNLP 2020): pretrained language models for Vietnamese.

Not applicable (entity) · unknown · unknown resource · en 

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### [@physical_int (Physical Intelligence)](/foundations/practitioner-overviews/physical-int-physical-intelligence/index.md)

Creator not supplied; see original source.

X account of Physical Intelligence: robot foundation model research such as π0.

Not applicable (entity) · unknown · unknown resource · und 

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### [PR[AI]RIE-PSAI](/foundations/courses-and-learning-paths/prairie-paris/index.md)

Creator not supplied; see original source.

PR[AI]RIE-PSAI: Paris AI cluster and school, successor to the PRAIRIE institute, founded by CNRS, Inria, Institut Pasteur, PSL and Université Paris Cité.

Not applicable (entity) · unknown · unknown resource · fr 

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### [Presenton Documentation](/foundations/courses-and-learning-paths/presenton-docs-open-source-ai-presentation-generator/index.md)

Creator not supplied; see original source.

Presenton documentation: open-source AI presentation generator, setup and usage.

Not applicable (entity) · unknown · unknown resource · en 

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### [Prince Canuma (@Prince_Canuma)](/foundations/practitioner-overviews/prince-canuma-prince-canuma/index.md)

Creator not supplied; see original source.

mlx-vlm GitHub repo by Prince Canuma: inference and fine-tuning of vision-language models on Apple MLX.

Not applicable (entity) · unknown · unknown resource · en 

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### [@PrismML (PrismML)](/foundations/practitioner-overviews/prismml-prismml/index.md)

Creator not supplied; see original source.

X account of PrismML: updates on its efficiency-focused AI research such as 1-bit Bonsai models.

Not applicable (entity) · unknown · unknown resource · und 

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### [Problematic Paper Screener (Cabanac et al.)](/foundations/courses-and-learning-paths/problematic-paper-screener-cabanac-et-al/index.md)

Creator not supplied; see original source.

Problematic Paper Screener (Cabanac et al.): flags published papers with tortured phrases and AI-generated text.

Not applicable (entity) · unknown · unknown resource · en 

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### [PyMC](/foundations/courses-and-learning-paths/pymc/index.md)

Creator not supplied; see original source.

PyMC GitHub repo: Bayesian modelling and probabilistic programming in Python.

Not applicable (entity) · unknown · unknown resource · en 

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### [PyTorch Geometric](/foundations/llm-fundamentals/pytorch-geometric/index.md)

Creator not supplied; see original source.

PyTorch Geometric (PyG) documentation: library for building and training graph neural networks.

Not applicable (entity) · unknown · unknown resource · en 

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### [PyTorch Korea (파이토치 한국 사용자 모임)](/foundations/practitioner-overviews/pytorch-korea/index.md)

Creator not supplied; see original source.

PyTorchKR forum: Korean-language PyTorch and ML community with translated paper and news digests.

Not applicable (entity) · unknown · unknown resource · ko 

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### [量子位 QbitAI](/foundations/practitioner-overviews/qbitai/index.md)

Creator not supplied; see original source.

QbitAI: Chinese AI news outlet reporting domestic model releases and industry news.

Not applicable (entity) · unknown · unknown resource · zh 

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### [Qiita](/foundations/practitioner-overviews/qiita/index.md)

Creator not supplied; see original source.

Qiita: Japanese developer knowledge-sharing site with many articles on LLMs, APIs and AI tooling.

Not applicable (entity) · unknown · unknown resource · ja 

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### [Qiu Xipeng 邱锡鹏](/foundations/practitioner-overviews/qiu-xipeng/index.md)

Creator not supplied; see original source.

Qiu Xipeng's book site: Chinese books Neural Networks and Deep Learning and on large models and agents, with notebooks.

Not applicable (entity) · unknown · unknown resource · zh 

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### [Qwen3-VL](/foundations/llm-fundamentals/qwen3-vl-technical-repository/index.md)

Creator not supplied; see original source.

QwenLM Qwen3-VL GitHub repo: multimodal large language model series with usage code.

Not applicable (entity) · unknown · unknown resource · zh 

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### [r/LocalLLaMA](/foundations/practitioner-overviews/r-localllama/index.md)

Creator not supplied; see original source.

r/LocalLLaMA subreddit: community forum on running open-weight models locally, quantisation and hardware.

Not applicable (entity) · unknown · unknown resource · en 

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### [Rachel Thomas (@math_rachel)](/foundations/practitioner-overviews/rachel-thomas-math-rachel/index.md)

Creator not supplied; see original source.

Rachel Thomas's site: fast.ai co-founder writing on AI ethics, science and education.

Not applicable (entity) · unknown · unknown resource · en 

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### [@ramin_m_h (Ramin)](/foundations/practitioner-overviews/ramin-m-h-ramin/index.md)

Creator not supplied; see original source.

X account of Ramin Hasani, Liquid AI co-founder: posts on liquid neural networks and efficient models.

Not applicable (entity) · unknown · unknown resource · und 

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### [@random_walker (Arvind Narayanan)](/foundations/practitioner-overviews/random-walker-arvind-narayanan/index.md)

Creator not supplied; see original source.

X account of Arvind Narayanan, Princeton professor and co-author of AI Snake Oil: posts on AI claims and policy.

Not applicable (entity) · unknown · unknown resource · und 

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### [@rasbt (Sebastian Raschka)](/foundations/practitioner-overviews/rasbt-sebastian-raschka/index.md)

Creator not supplied; see original source.

X account of Sebastian Raschka, author of Build a Large Language Model From Scratch: posts on LLM research.

Not applicable (entity) · unknown · unknown resource · und 

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### [RecBole](/foundations/llm-fundamentals/recbole/index.md)

Creator not supplied; see original source.

RUCAIBox RecBole GitHub repo: unified library of recommendation algorithms for reproducible comparison.

Not applicable (entity) · unknown · unknown resource · en 

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### [Recommenders](/foundations/llm-fundamentals/recommenders/index.md)

Creator not supplied; see original source.

Recommenders GitHub repo: examples and utilities for building recommendation systems.

Not applicable (entity) · unknown · unknown resource · en 

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### [RIKEN AIP](/foundations/courses-and-learning-paths/riken-aip/index.md)

Creator not supplied; see original source.

RIKEN Center for Advanced Intelligence Project (AIP): Japanese AI research center with three research groups.

Not applicable (entity) · unknown · unknown resource · en 

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### [LLM под капотом (@llm_under_hood)](/foundations/practitioner-overviews/rinat-abdullin-llm/index.md)

Creator not supplied; see original source.

LLM под капотом Telegram channel by Rinat Abdullin on building LLM products, with case studies and business-task benchmarks.

Not applicable (entity) · unknown · unknown resource · ru 

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