--- id: "/model-training/beginner/page/2/" title: "Model Training for beginner learners · page 2" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/model-training/beginner/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 --- # Model Training for beginner learners [Beginner](/model-training/beginner/index.md) [Intermediate](/model-training/intermediate/index.md) [Advanced](/model-training/advanced/index.md) [Expert](/model-training/expert/index.md) 59 resources · page 2 of 2 - ### [NVIDIA Dynamo](/model-training/training-infrastructure/nvidia-dynamo/index.md) Creator not supplied; see original source. ai-dynamo Dynamo GitHub repo: NVIDIA's datacenter-scale distributed, disaggregated inference serving framework. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA NeMo Speech](/model-training/training-infrastructure/nvidia-nemo-speech/index.md) Creator not supplied; see original source. NVIDIA NeMo Speech GitHub repo: framework for speech recognition and TTS model training and inference. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA/TensorRT-LLM](/model-training/training-infrastructure/nvidia-tensorrt-llm/index.md) Creator not supplied; see original source. NVIDIA TensorRT-LLM GitHub repo: Python API and kernels for optimised LLM inference on NVIDIA GPUs. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA VerilogEval](/model-training/training-infrastructure/nvidia-verilogeval/index.md) Creator not supplied; see original source. NVIDIA VerilogEval GitHub repo: benchmark for evaluating LLMs on generating Verilog hardware-description code. Not applicable (entity) · unknown · unknown resource · en - ### [Ollama](/model-training/training-infrastructure/ollama-repo/index.md) Creator not supplied; see original source. Ollama GitHub repo: runtime for running open LLMs locally, with API and cloud options. Not applicable (entity) · unknown · unknown resource · en - ### [OLMo training and inference](/model-training/training-infrastructure/olmo-training-and-inference/index.md) Creator not supplied; see original source. Ai2 OLMo GitHub repo: modelling, training, evaluation and inference code for OLMo open language models. Not applicable (entity) · unknown · unknown resource · en - ### [OpenROAD](/model-training/training-infrastructure/openroad/index.md) Creator not supplied; see original source. OpenROAD GitHub repo: open RTL-to-GDS chip design flow, also used in ML-for-EDA research. Not applicable (entity) · unknown · unknown resource · en - ### [SageAttention](/model-training/training-infrastructure/sageattention/index.md) Creator not supplied; see original source. Tsinghua SageAttention GitHub repo: quantised low-bit attention kernels for faster inference. Not applicable (entity) · unknown · unknown resource · en - ### [onediff](/model-training/training-infrastructure/siliconflow-onediff/index.md) Creator not supplied; see original source. SiliconFlow onediff GitHub repo: acceleration library for diffusion model inference. Not applicable (entity) · unknown · unknown resource · en|zh - ### [Tenstorrent](/model-training/training-infrastructure/tenstorrent/index.md) Creator not supplied; see original source. Tenstorrent: company building RISC-V based AI accelerators and computers. Not applicable (entity) · unknown · unknown resource · en - ### [ThunderKittens](/model-training/training-infrastructure/thunderkittens/index.md) Creator not supplied; see original source. HazyResearch ThunderKittens GitHub repo: tile primitives framework for writing fast GPU kernels. Not applicable (entity) · unknown · unknown resource · en - ### [TileKernels](/model-training/training-infrastructure/tilekernels/index.md) Creator not supplied; see original source. DeepSeek TileKernels GitHub repo: library of GPU kernels written in TileLang. Not applicable (entity) · unknown · unknown resource · en - ### [Together cookbook](/model-training/training-infrastructure/together-cookbook/index.md) Creator not supplied; see original source. Together cookbook GitHub repo: notebooks with recipes for building with Together AI models. Not applicable (entity) · unknown · unknown resource · en - ### [torchtitan](/model-training/training-infrastructure/torchtitan/index.md) Creator not supplied; see original source. PyTorch torchtitan GitHub repo: PyTorch-native platform for large-scale generative model pretraining. Not applicable (entity) · unknown · unknown resource · en - ### [fairseq: NLLB branch](/model-training/training-infrastructure/translation-localization/index.md) Creator not supplied; see original source. Meta fairseq nllb branch on GitHub: code for the No Language Left Behind translation models. Not applicable (entity) · unknown · unknown resource · en - ### [Triton-distributed](/model-training/training-infrastructure/triton-distributed/index.md) Creator not supplied; see original source. ByteDance Seed Triton-distributed GitHub repo: distributed compiler and parallel kernels overlapping compute and communication. Not applicable (entity) · unknown · unknown resource · en - ### [TurboDiffusion (thu-ml)](/model-training/training-infrastructure/turbodiffusion-thu-ml/index.md) Creator not supplied; see original source. Tsinghua TurboDiffusion GitHub repo: acceleration framework for video diffusion models. Not applicable (entity) · unknown · unknown resource · en - ### [Alibaba Cloud Model Studio: Prompt engineering guide](/model-training/training-infrastructure/alibaba-cloud-bailian-prompt-engineering-guide/index.md) Creator not supplied; see original source. Alibaba Cloud Model Studio prompt engineering guide in Chinese with techniques for designing and optimising prompts. Beginner · unknown · unknown resource · zh - ### [Cloud.ru Foundation Models documentation](/model-training/training-infrastructure/cloud-ru-sber-foundation-models/index.md) Creator not supplied; see original source. Cloud.ru Foundation Models documentation: Sber subsidiary's unified API for hosted language models (in Russian). Beginner · unknown · unknown resource · ru - ### [fal Docs (fal.ai/docs)](/model-training/training-infrastructure/fal-docs-2/index.md) Creator not supplied; see original source. fal documentation for deploying and calling generative media models on fal's serving platform. Beginner · unknown · unknown resource · en - ### [GPU Puzzles (Sasha Rush)](/model-training/training-infrastructure/gpu-puzzles-sasha-rush/index.md) Creator not supplied; see original source. Sasha Rush's GPU Puzzles GitHub repo: interactive notebook exercises for learning CUDA programming. Beginner–Intermediate · unknown · unknown resource · en - ### [GroqDocs: Prompt Basics](/model-training/training-infrastructure/groq-prompt-basics/index.md) Creator not supplied; see original source. Groq prompting guide covering roles, instructions, context, input and output formats, and sampling parameters. Beginner · unknown · unknown resource · en - ### [LM Studio docs](/model-training/training-infrastructure/lm-studio-docs/index.md) Creator not supplied; see original source. LM Studio app documentation: running Llama, DeepSeek, Qwen and other LLMs locally on a desktop. Beginner · unknown · unknown resource · en - ### [GPU Glossary (Modal)](/model-training/training-infrastructure/modal-gpu-glossary/index.md) Creator not supplied; see original source. Modal GPU Glossary: reference explaining GPU hardware and software terms from CUDA cores to memory hierarchy. Beginner–Expert · unknown · unknown resource · en - ### [GigaChat docs: Prompt engineering basics](/model-training/training-infrastructure/sber-gigachat/index.md) Creator not supplied; see original source. Sber GigaChat prompt engineering basics in Russian: how to write effective prompts for GigaChat. Beginner · unknown · unknown resource · ru - ### [SiliconFlow docs: Platform introduction](/model-training/training-infrastructure/siliconflow/index.md) Creator not supplied; see original source. SiliconFlow platform introduction in Chinese: inference service offering API access to many open models. Beginner · unknown · unknown resource · zh - ### [Volcano Engine Ark (方舟) docs](/model-training/training-infrastructure/volcano-engine-ark-docs/index.md) Creator not supplied; see original source. Volcano Engine Ark documentation entry: ByteDance's model platform docs, redirecting to docs.volcengine.com. Beginner · unknown · unknown resource · zh [Previous page](/model-training/beginner/index.md) [Plain-text Markdown copy](/model-training/beginner/page/2/index.md)