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 11 of 23

• @mitchellh (Mitchell Hashimoto)

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  X account of Mitchell Hashimoto, HashiCorp co-founder and Ghostty creator: posts on software and AI coding.

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• Yorko/mlcourse.ai

  Creator not supplied; see original source.

  mlcourse.ai GitHub repo (Yury Kashnitsky): materials for the open machine learning course by OpenDataScience.

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

• @mntruell (Michael Truell)

  Creator not supplied; see original source.

  X account of Michael Truell, Cursor co-founder: posts on AI coding tools.

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

• modded-nanogpt (NanoGPT speedrun)

  Creator not supplied; see original source.

  modded-nanogpt GitHub repo (Keller Jordan): NanoGPT training speedrun with optimizer and architecture tricks such as Muon.

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

• Moirai (uni2ts)

  Creator not supplied; see original source.

  Salesforce uni2ts GitHub repo: training code for Moirai universal time-series forecasting models.

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

• MS-SWIFT

  Creator not supplied; see original source.

  ModelScope ms-swift GitHub repo: framework for PEFT and full fine-tuning, DPO and GRPO of 600+ LLMs.

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

• Mu Li 李沐

  Creator not supplied; see original source.

  Mu Li's GitHub profile: co-author of Dive into Deep Learning, with related code.

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

• nanoGPT

  Creator not supplied; see original source.

  nanoGPT GitHub repo (Andrej Karpathy): minimal code for training and fine-tuning GPT models.

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

• Interconnects (Nathan Lambert)

  Creator not supplied; see original source.

  Nathan Lambert's Interconnects newsletter on open models, post-training and AI lab developments.

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

• Nathaniel Whittemore (@nlw)

  Creator not supplied; see original source.

  The AI Daily Brief by Nathaniel Whittemore: daily AI news and analysis podcast and site.

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

• @natolambert (Nathan Lambert)

  Creator not supplied; see original source.

  X account of Nathan Lambert, author of Interconnects: posts on open models, RLHF and post-training.

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• Neel Nanda (@NeelNanda5)

  Creator not supplied; see original source.

  Neel Nanda's site: mechanistic interpretability researcher at Google DeepMind, with guides and mentoring info.

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

• NeMo Guardrails

  Creator not supplied; see original source.

  NVIDIA NeMo Guardrails GitHub repo: toolkit for adding programmable guardrails to LLM applications.

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

• NeuralForecast

  Creator not supplied; see original source.

  Nixtla NeuralForecast GitHub repo: library of neural time-series forecasting models such as N-BEATS and NHITS.

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

• NeuralPDE.jl

  Creator not supplied; see original source.

  SciML NeuralPDE.jl GitHub repo: physics-informed neural network solvers for PDEs in Julia.

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

• Nicholas Carlini

  Creator not supplied; see original source.

  Nicholas Carlini's site: Anthropic research scientist on ML security, with papers and essays.

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

• @Nick_Davidov (Nick Davidov)

  Creator not supplied; see original source.

  X account of Nick Davidov, venture investor and founder: posts on AI startups and tools.

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

• Nils Reimers (@Nils_Reimers)

  Creator not supplied; see original source.

  Sentence Transformers documentation (sbert.net), the library created by Nils Reimers for text embeddings and reranking.

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

• Nouamane Tazi (@Nouamanetazi)

  Creator not supplied; see original source.

  The Ultra-Scale Playbook Space (nanotron, Nouamane Tazi et al.): guide to training LLMs across large GPU clusters.

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

• @nutlope (Hassan)

  Creator not supplied; see original source.

  X account of Hassan (nutlope), Together AI head of developer experience: open-source AI app demos.

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• @NVIDIAAI (NVIDIA AI)

  Creator not supplied; see original source.

  X account of NVIDIA AI: news on NVIDIA AI models, software and research.

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• @OfficialLoganK (Logan Kilpatrick)

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  X account of Logan Kilpatrick, Google: updates on Gemini, Google AI Studio and the Gemini API.

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

• Ofir Press (@OfirPress)

  Creator not supplied; see original source.

  Ofir Press's site: NLP researcher writing on benchmarks; co-creator of SWE-bench.

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

• @ollama (ollama)

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  X account of Ollama: releases and newly supported models for local LLM running.

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• Omar Khattab (@lateinteraction)

  Creator not supplied; see original source.

  Omar Khattab's site: MIT professor, creator of ColBERT and DSPy, with papers and tools.

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

• Omar Sanseviero (@osanseviero)

  Creator not supplied; see original source.

  Omar Sanseviero's Hugging Face profile with models, Spaces and posts on open ML.

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• OOTDiffusion

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  OOTDiffusion GitHub repo (AAAI 2025): latent diffusion model for virtual clothing try-on.

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• @op7418 (歸藏)

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  X account of 歸藏 (guizang.ai): Chinese posts curating AI tools, image and video models and design workflows.

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

• OpenAI Spinning Up

  Creator not supplied; see original source.

  OpenAI Spinning Up: educational guide to deep reinforcement learning with algorithm explanations and code.

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• @OpenAIDevs (OpenAI Developers)

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  X account of OpenAI Developers: API, Codex and developer platform updates.

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• OpenBMB site

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  OpenBMB official site in Chinese: open models MiniCPM, AgentCPM, VoxCPM and UltraRAG.

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

• OpenRLHF

  Creator not supplied; see original source.

  OpenRLHF GitHub repo: Ray and vLLM based framework for RLHF and agentic RL training.

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