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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
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)
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
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
Infrastructure for continually self‑improving agents
reinforcement-learning inference ai-agents continual-learning llm llm-training agent-infrastructure self-improving-agents
《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
Efficient Triton Kernels for LLM Training
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
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
OpenLake is a high performance storage engine for efficient LLM inference and GPU Training
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
MoBA: Mixture of Block Attention for Long-Context LLMs
DLRover: An Automatic Distributed Deep Learning System
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
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
Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs
“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。
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
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
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
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