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llm-training

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Here are 947 public repositories matching this topic...

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gitleaks / gitleaks

Star 31k

Find secrets with Gitleaks 🔑

git go cli golang open-source security secret ci-cd cicd hacktoberfest dlp security-tools devsecops data-loss-prevention gitleaks ai-powered nhi llm llm-training llm-inference
  • Updated Oct 28, 2026
  • Go

liguodongiot / llm-action

Star 25.3k

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

llm llmops llm-serving llm-training llm-inference
  • Updated Oct 14, 2026
  • HTML
ludwig

ludwig-ai / ludwig

Star 11.8k

Low-code framework for building custom LLMs, neural networks, and other AI models

learning data-science machine-learning natural-language-processing computer-vision deep-learning neural-network natural-language ml deep pytorch machinelearning llama deeplearning mistral fine-tuning data-centric llm llm-training llama2
  • Updated Nov 9, 2026
  • Python

skypilot-org / skypilot

Star 10.8k

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

machine-learning deep-learning gpu job-scheduler slurm cloud-management spot-instances cloud-computing job-queue hyperparameter-tuning cost-optimization distributed-training multicloud ml-infrastructure tpu mlops ml-platform llm-serving llm-training
  • Updated Nov 12, 2026
  • Python
reef

Human-Agent-Society / reef

Star 7.8k

Infrastructure for continually self‑improving agents

reinforcement-learning inference ai-agents continual-learning llm llm-training agent-infrastructure self-improving-agents
  • Updated Nov 12, 2026
  • Python

bojieli / ai-infra-book

Star 7.5k

《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

distributed-systems performance-engineering book gpu accelerator mixture-of-experts kv-cache ai-infra llm llm-serving llm-training llm-inference deepseek ai-infrastructure datacenter-network
  • Updated Oct 1, 2026
  • Python

linkedin / Liger-Kernel

Star 6.7k

Efficient Triton Kernels for LLM Training

triton llama hacktoberfest mistral finetuning llms llm-training llama3 phi3 gemma2 triton-kernels
  • Updated Nov 10, 2026
  • Python

rllm-org / rllm

Star 5.9k

Democratizing Reinforcement Learning for LLMs

machine-learning reinforcement-learning tinker distributed-training ml-infrastructure ml-platform agent-framework search-agent llm-training llm-reasoning agentic-workflow swe-agent verl coding-agent
  • Updated Oct 16, 2026
  • Python

h2oai / h2o-llmstudio

Star 5.2k

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

ai chatbot llama gpt generative fedramp fine-tuning finetuning llm generative-ai chatgpt llm-training llama2
  • Updated Nov 9, 2026
  • Python

openlake-project / openlake

Star 3.1k

OpenLake is a high performance storage engine for efficient LLM inference and GPU Training

rust storage gpu high-performance throughput rdma gpt model-serving blackwell llm llm-training
  • Updated Nov 11, 2026
  • Rust

langfengQ / verl-agent

Star 2.4k

verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in-Group Policy Optimization for LLM Agent Training"

reinforcement-learning agent-framework large-language-models llm-training llm-agents deepseek-r1 grpo gigpo
  • Updated Jun 9, 2026
  • Python

MoonshotAI / MoBA

Star 2.2k

MoBA: Mixture of Block Attention for Long-Context LLMs

pytorch transformer moe llm llm-serving llm-training flash-attention
  • Updated Apr 3, 2025
  • Python

intelligent-machine-learning / dlrover

Star 1.7k

DLRover: An Automatic Distributed Deep Learning System

k8s hacktoberfest distributed-training llm-training
  • Updated Nov 11, 2026
  • Python

utkuozdemir / nvidia_gpu_exporter

Star 1.6k

Nvidia GPU exporter for prometheus using nvidia-smi binary OR using NVML

ai monitoring gaming inference prometheus nvidia cryptocurrency prometheus-exporter nvml nvidia-smi nvidia-gpu llm llm-training
  • Updated Nov 12, 2026
  • Go

InternScience / GraphGen

Star 1.2k

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

qa knowledge-graph data-generation question-answering data-synthesis sft pretrain pretraining graphgen ai4science llm llm-training qwen xtuner llama-factory sft-data
  • Updated Nov 8, 2026
  • Python

volcengine / veScale

Star 1k

Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs

pytorch llm-training
  • Updated Nov 11, 2026
  • Python

tingaicompass / AI-Compass

Star 996

“AI-Compass”将为社区指引在 AI 技术海洋中航行的方向,无论你是初学者还是进阶开发者,都能在这里找到通往 AI 各大方向的路径。旨在帮助开发者系统性地了解 AI 的核心概念、主流技术、前沿趋势,并通过实践掌握从理论到落地的全过程。

nlp agent ai rl llm rlhf llm-training llm-inference
  • Updated Nov 6, 2026
  • Python

chrisliu298 / awesome-on-policy-distillation

Star 915

A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models

awesome reinforcement-learning rl awesome-list knowledge-distillation post-training opd distillation self-distillation llm rlhf gkd llm-training speculative-decoding on-policy-distillation minillm llm-distillation
  • Updated Oct 6, 2026

sail-sg / Adan

Star 825

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

deep-learning optimizer pytorch artificial-intelligence moe resnet vit diffusion mae fairseq cuda-programming bert-model gpt2 transformer-xl timm convnext adan llms dreamfusion llm-training
  • Updated Jun 8, 2025
  • Python

ghimiresunil / LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing

Star 735

LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.

open-source transformers bert huggingface large-language-models llm-training llm-inference open-source-llm llm-tutorials
  • Updated Mar 13, 2026
  • Jupyter Notebook

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