--- id: "/foundations/llm-fundamentals/page/2/" title: "Llm Fundamentals: 139 curated resources · page 2" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/foundations/llm-fundamentals/page/2/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Llm Fundamentals: 139 curated resources Curated material on llm fundamentals within foundations. [Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md) 139 resources · page 2 of 5 - ### [NeuralPDE.jl](/foundations/llm-fundamentals/neuralpde-jl/index.md) 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 - ### [OpenAI Spinning Up](/foundations/llm-fundamentals/openai-spinning-up/index.md) Creator not supplied; see original source. OpenAI Spinning Up: educational guide to deep reinforcement learning with algorithm explanations and code. Not applicable (entity) · unknown · unknown resource · en - ### [OpenRLHF](/foundations/llm-fundamentals/openrlhf/index.md) Creator not supplied; see original source. OpenRLHF GitHub repo: Ray and vLLM based framework for RLHF and agentic RL training. Not applicable (entity) · unknown · unknown resource · en|zh - ### [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 - ### [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 - ### [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 - ### [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 - ### [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 - ### [SciML Book (MIT 18.337)](/foundations/llm-fundamentals/sciml-book-mit-18-337/index.md) Creator not supplied; see original source. SciML Book: lecture notes from MIT 18.337 on parallel computing and scientific machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [slime](/foundations/llm-fundamentals/slime/index.md) Creator not supplied; see original source. THUDM slime GitHub repo: Megatron and SGLang based framework for RL post-training at scale, used for GLM. Not applicable (entity) · unknown · unknown resource · en - ### [Solver-in-the-Loop](/foundations/llm-fundamentals/solver-in-the-loop/index.md) Creator not supplied; see original source. TUM Solver-in-the-Loop GitHub repo: learning from differentiable physics to correct iterative PDE solvers. Not applicable (entity) · unknown · unknown resource · en - ### [TabPFN (Prior Labs, Freiburg)](/foundations/llm-fundamentals/tabpfn-prior-labs-freiburg/index.md) Creator not supplied; see original source. Prior Labs TabPFN GitHub repo: foundation model for tabular classification and regression. Not applicable (entity) · unknown · unknown resource · en - ### [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 - ### [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 - ### [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 - ### [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 - ### [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 - ### [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 - ### [VinAI](/foundations/llm-fundamentals/vinai/index.md) Creator not supplied; see original source. VinAI site: Vietnamese company doing AI research and building applied AI products. Not applicable (entity) · unknown · unknown resource · en - ### [WGA: AI provisions of the 2023 MBA](/foundations/llm-fundamentals/wga-ai-provisions-of-the-2023-mba/index.md) Creator not supplied; see original source. WGA page on artificial intelligence provisions in the 2023 Minimum Basic Agreement. Not applicable (entity) · unknown · unknown resource · en - ### [X recommendation algorithm](/foundations/llm-fundamentals/x-recommendation-algorithm/index.md) Creator not supplied; see original source. twitter the-algorithm GitHub repo: source code of the X recommendation algorithm services. Not applicable (entity) · unknown · unknown resource · en - ### [XGBoost Documentation](/foundations/llm-fundamentals/xgboost-non-nn-baseline/index.md) Creator not supplied; see original source. XGBoost documentation: distributed gradient boosting library, a standard non-neural baseline for tabular data. Not applicable (entity) · unknown · unknown resource · en - ### [3Blue1Brown Neural Networks](/foundations/llm-fundamentals/3blue1brown-neural-networks/index.md) Creator not supplied; see original source. 3Blue1Brown neural networks series: visual video lessons explaining neural networks, backpropagation and transformers. Beginner · unknown · unknown resource · en - ### [An Introduction to Statistical Learning](/foundations/llm-fundamentals/an-introduction-to-statistical-learning/index.md) Creator not supplied; see original source. Author site for An Introduction to Statistical Learning, with free PDF and labs in R and Python. Beginner · unknown · unknown resource · en - ### [Deep Learning School (DLS) МФТИ](/foundations/llm-fundamentals/deep-learning-school-dls/index.md) Creator not supplied; see original source. Deep Learning School from MIPT: free Russian-language online course on computer vision, NLP, LLMs and generative models. Beginner–Intermediate · unknown · unknown resource · ru - ### [fast.ai Practical Deep Learning](/foundations/llm-fundamentals/fast-ai-practical-deep-learning/index.md) Creator not supplied; see original source. fast.ai Practical Deep Learning for Coders: free course teaching deep learning through code-first notebooks. Beginner · unknown · unknown resource · en - ### [HF Deep RL Course](/foundations/llm-fundamentals/hf-deep-rl-course/index.md) Creator not supplied; see original source. Hugging Face Deep Reinforcement Learning Course: free course on RL theory and practice with hands-on units. Beginner–Intermediate · unknown · unknown resource · en - ### [The Illustrated Transformer](/foundations/llm-fundamentals/jay-alammar-the-illustrated-transformer/index.md) by [Jay Alammar](https://jalammar.github.io/illustrated-transformer/) See how attention and encoder-decoder blocks fit together. Beginner · West · closed resource · en - ### [Neural Networks: Zero to Hero (Karpathy)](/foundations/llm-fundamentals/neural-networks-zero-to-hero-karpathy/index.md) Creator not supplied; see original source. Andrej Karpathy's Neural Networks: Zero to Hero video course, building micrograd, makemore, GPT and a tokenizer in code. Beginner–Intermediate · unknown · unknown resource · en - ### [Unsloth RL / GRPO guide](/foundations/llm-fundamentals/unsloth-rl-grpo-guide/index.md) Creator not supplied; see original source. Unsloth reinforcement learning guide: training reasoning models with GRPO, with linked tutorials and advanced RL docs. Beginner–Intermediate · unknown · unknown resource · en - ### [ImageNet Classification with Deep Convolutional Neural Networks (NeurIPS Proceedings)](/foundations/llm-fundamentals/alexnet/index.md) Creator not supplied; see original source. AlexNet paper (NIPS 2012) by Krizhevsky, Sutskever and Hinton: deep convolutional network for ImageNet classification. Intermediate · unknown · unknown resource · en - ### [AlphaGo](/foundations/llm-fundamentals/alphago/index.md) Creator not supplied; see original source. Google DeepMind AlphaGo page covering the Go-playing system, its matches and the research papers behind it. 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