Foundations

Understand language models and choose a learning path.

• Llm Fundamentals (139)
• Courses And Learning Paths (179)
• From Scratch Implementations (1)
• Practitioner Overviews (387)

706 resources · page 15 of 23

• @Thom_Wolf (Thomas Wolf)

  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

• Measuring AI Ability to Complete Long Software Tasks (METR)

  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

• Thomas Wolf (@Thom_Wolf)

  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

• Thorsten Ball (@thorstenball)

  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

• @thsottiaux (Tibo)

  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

• THUDM (Tsinghua KEG) GitHub

  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

• Tianqi Chen (@tqchenml)

  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

• Tim Dettmers (@Tim_Dettmers)

  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

• @Tim_Dettmers (Tim Dettmers)

  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

• google-research/timesfm

  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

• pytorch-image-models (timm)

  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

• Timothy B. Lee (@binarybits)

  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

• @tobi (Tobi Lütke)

  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

• Tomasz Tunguz (@ttunguz)

  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

• TorchGeo

  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

• @tqchenml (Tianqi Chen)

  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

• Transkribus

  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

• Transkribus (READ-COOP)

  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

• @tri_dao (Tri Dao)

  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

• Tri Dao

  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

• Tsinghua NLP (THUNLP)

  Creator not supplied; see original source.

  Tsinghua University NLP lab (THUNLP) homepage in Chinese.

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

• exllamav3

  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

• U Tokyo Matsuo Lab

  Creator not supplied; see original source.

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

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

• Artificial Intelligence (AI): Judicial Guidance (UK Judiciary)

  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

• Ultralytics YOLO

  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

• Guidance for generative AI in education and research (European School Education Platform)

  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

• Upstage (Solar)

  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

• @vboykis (Vicki Boykis)

  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

• @venturetwins (Justine Moore)

  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

• verl

  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

• verl / HybridFlow

  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

• Vesuvius Challenge

  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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