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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 15 of 23

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### [@Thom_Wolf (Thomas Wolf)](/foundations/practitioner-overviews/thom-wolf-thomas-wolf/index.md)

Creator not supplied; see original source.

X account of Thomas Wolf, Hugging Face co-founder: posts on open models, transformers and open robotics.

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

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### [Measuring AI Ability to Complete Long Software Tasks (METR)](/foundations/practitioner-overviews/thomas-kwa-handle-unconfirmed/index.md)

Creator not supplied; see original source.

METR post (co-authored by Thomas Kwa) measuring AI ability to complete long software tasks as time horizons.

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

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### [Thomas Wolf (@Thom_Wolf)](/foundations/practitioner-overviews/thomas-wolf-thom-wolf/index.md)

Creator not supplied; see original source.

Thomas Wolf's site: Hugging Face co-founder's writing, projects and research.

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

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### [Thorsten Ball (@thorstenball)](/foundations/practitioner-overviews/thorsten-ball-thorstenball/index.md)

Creator not supplied; see original source.

Thorsten Ball's Amp guide on building a code-editing agent in under 400 lines of Go.

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

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### [@thsottiaux (Tibo)](/foundations/practitioner-overviews/thsottiaux-tibo/index.md)

Creator not supplied; see original source.

X account of Thibault Sottiaux, OpenAI: posts on Codex and ChatGPT updates.

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

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### [THUDM (Tsinghua KEG) GitHub](/foundations/llm-fundamentals/thudm-tsinghua-keg-github/index.md)

Creator not supplied; see original source.

THUDM GitHub organisation (Tsinghua KEG and Zhipu): code for ChatGLM, GLM-4, CogVLM, CogVideoX and AgentBench.

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

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### [Tianqi Chen (@tqchenml)](/foundations/practitioner-overviews/tianqi-chen-tqchenml/index.md)

Creator not supplied; see original source.

Tianqi Chen's site: CMU professor, creator of XGBoost, TVM and MLC-LLM.

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

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### [Tim Dettmers (@Tim_Dettmers)](/foundations/practitioner-overviews/tim-dettmers-tim-dettmers/index.md)

Creator not supplied; see original source.

Tim Dettmers' blog: posts on GPUs for deep learning, quantization (bitsandbytes, QLoRA) and research.

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

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### [@Tim_Dettmers (Tim Dettmers)](/foundations/practitioner-overviews/tim-dettmers-tim-dettmers-2/index.md)

Creator not supplied; see original source.

X account of Tim Dettmers, creator of bitsandbytes: posts on quantisation, efficient training and hardware.

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

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### [google-research/timesfm](/foundations/llm-fundamentals/timesfm/index.md)

Creator not supplied; see original source.

Google Research TimesFM GitHub repo: pretrained time-series foundation model for forecasting.

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

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### [pytorch-image-models (timm)](/foundations/llm-fundamentals/timm/index.md)

Creator not supplied; see original source.

Hugging Face timm GitHub repo: PyTorch image models, encoders and training scripts.

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

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### [Timothy B. Lee (@binarybits)](/foundations/practitioner-overviews/timothy-b-lee-binarybits/index.md)

Creator not supplied; see original source.

Timothy B. Lee's Understanding AI newsletter explaining how AI works and its effects.

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

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### [@tobi (Tobi Lütke)](/foundations/practitioner-overviews/tobi-tobi-lutke/index.md)

Creator not supplied; see original source.

X account of Tobi Lütke, Shopify CEO: posts on AI use in companies and software.

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

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### [Tomasz Tunguz (@ttunguz)](/foundations/practitioner-overviews/tomasz-tunguz-ttunguz/index.md)

Creator not supplied; see original source.

Tomasz Tunguz's blog: data-driven posts on startups, SaaS and AI business trends.

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

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### [TorchGeo](/foundations/courses-and-learning-paths/torchgeo-2/index.md)

Creator not supplied; see original source.

TorchGeo GitHub repo: datasets, samplers, transforms and pretrained models for geospatial deep learning.

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

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### [@tqchenml (Tianqi Chen)](/foundations/practitioner-overviews/tqchenml-tianqi-chen/index.md)

Creator not supplied; see original source.

X account of Tianqi Chen, creator of XGBoost, TVM and MLC: posts on ML systems and compilers.

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

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### [Transkribus](/foundations/courses-and-learning-paths/transkribus/index.md)

Creator not supplied; see original source.

Transkribus: AI platform from READ-COOP that turns handwritten historical documents into searchable text.

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

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### [Transkribus (READ-COOP)](/foundations/courses-and-learning-paths/transkribus-read-coop/index.md)

Creator not supplied; see original source.

Transkribus about page: handwritten text recognition platform for archives, run by the READ-COOP European cooperative.

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

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### [@tri_dao (Tri Dao)](/foundations/practitioner-overviews/tri-dao-tri-dao/index.md)

Creator not supplied; see original source.

X account of Tri Dao, FlashAttention and Mamba author: posts on efficient ML architectures and kernels.

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

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### [Tri Dao](/foundations/practitioner-overviews/tri-dao-x-unverified/index.md)

Creator not supplied; see original source.

Tri Dao's homepage: Princeton professor, creator of FlashAttention and co-author of Mamba.

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

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### [Tsinghua NLP (THUNLP)](/foundations/courses-and-learning-paths/tsinghua-nlp-thunlp/index.md)

Creator not supplied; see original source.

Tsinghua University NLP lab (THUNLP) homepage in Chinese.

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

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### [exllamav3](/foundations/practitioner-overviews/turboderp-exllama/index.md)

Creator not supplied; see original source.

ExLlamaV3 GitHub repo by turboderp: quantization and inference library for running LLMs on consumer GPUs.

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

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### [U Tokyo Matsuo Lab](/foundations/courses-and-learning-paths/u-tokyo-matsuo-lab/index.md)

Creator not supplied; see original source.

Matsuo-Iwasawa Laboratory (University of Tokyo): deep learning research lab.

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

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### [Artificial Intelligence (AI): Judicial Guidance (UK Judiciary)](/foundations/courses-and-learning-paths/uk-judiciary-ai-judicial-guidance-updated-31-oct-2025/index.md)

Creator not supplied; see original source.

UK Judiciary guidance on AI for judicial office holders, updated October 2025.

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

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### [Ultralytics YOLO](/foundations/llm-fundamentals/ultralytics-yolo/index.md)

Creator not supplied; see original source.

Ultralytics GitHub repo: YOLO models for object detection, segmentation and pose estimation.

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

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### [Guidance for generative AI in education and research (European School Education Platform)](/foundations/courses-and-learning-paths/unesco-guidance-for-genai-in-education-and-research-eu-school-education-gateway/index.md)

Creator not supplied; see original source.

EU School Education Gateway entry for UNESCO's guidance on generative AI in education and research.

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

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### [Upstage (Solar)](/foundations/practitioner-overviews/upstage-solar/index.md)

Creator not supplied; see original source.

Upstage company site: Korean developer of the Solar language models and document processing engines.

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

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### [@vboykis (Vicki Boykis)](/foundations/practitioner-overviews/vboykis-vicki-boykis/index.md)

Creator not supplied; see original source.

X account of Vicki Boykis, ML engineer: posts on recommender systems, search and embeddings.

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

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### [@venturetwins (Justine Moore)](/foundations/practitioner-overviews/venturetwins-justine-moore/index.md)

Creator not supplied; see original source.

X account of Justine Moore, a16z partner: posts on consumer AI and generative media tools.

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

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

Creator not supplied; see original source.

verl GitHub repo (originally ByteDance): RL post-training framework used for RLVR.

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

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### [verl / HybridFlow](/foundations/llm-fundamentals/verl-hybridflow/index.md)

Creator not supplied; see original source.

verl GitHub repo: HybridFlow framework for distributed RL post-training of LLMs.

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

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### [Vesuvius Challenge](/foundations/courses-and-learning-paths/vesuvius-challenge/index.md)

Creator not supplied; see original source.

Vesuvius Challenge site: prize competition using machine learning to read carbonised Herculaneum scrolls, with data and tutorials.

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

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