Build an open-source technology
system for large-scale models
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FlagOpen

Open-source Full-stack Technical Foundation for Large Models Supporting Multiple Frameworks on Heterogeneous Chips
Total Downloads of Open-source Models
575 Million Times
Total Downloads of Open-source Project Code
950,000 Times
Language Model
Visual and Multimodal Model
Embedding Model
WuDao Aquila AltDiffusion
Emu3 EVA/EVA-CLIP SegGPT
BGE (FlagEmbedding)
Data
FlagData Large model data processing toolset
Algorithm
FlagAI Integrate multiple model algorithms Integrate diverse optimization technologies
Evaluation
FlagEval Open platform for large model evaluation C-MTEB Vector model evaluation ranking
Systemware
FlagScale Efficient parallel training framework supporting heterogeneous AI chip training
FlagGems+FlagAttention Triton-based unified operator library for large models
FlagPerf AI chip evaluation tool
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FlagOS

Intelligent Computing Cluster Operating System for Large Models supporting Heterogeneous Computing Power
AI Accelerator Cards
5600+
Team Size
50+
SLA Exceeding
99.6%
AI Chips
13
Large Model Training Tasks
Large Model Evaluation Tasks
Large Model Inference Deployment Tasks
FlagOS
Jiuding Platform
Intelligent scheduling management platform supporting heterogeneous computing power
FlagDiagnose
Intelligent computing cluster diagnostic tool
Deep learning framework (Pytorch/Paddle)
FlagScale
Efficient parallel training framework supporting heterogeneous AI chip training
FlagPerf
AI chip evaluation tool
FlagGems+FlagAttention
Triton-based unified operator library for large models
FlagCX
Unified collective communication library
Servers
Multi-manufacturer, multi-architecture AI accelerator servers
Networks
InfiniBand/RoCEv2
Storage
Distributed high-speed storage/object storage

FlagEval

A Scientific, Authoritative, Fair and Open Large Model Evaluation System
Covering over 800+ open and closed source models worldwide
50+
Capabilities
4
Major Evaluation Areas
20+
Evaluation Tasks
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FlagData

A Chinese high-quality multimodal open-source dataset with a leading global scale
Rich data resources
Wide industry coverage, diverse task types, and high data quality
Full-process data tools
Streamline the whole data processing flow from raw data to training data
Deep integration of computing power platforms
Support one-click push of data to computing power clusters to start model training
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