![colossal-ai_logo_horizontal colossal-ai_logo_horizontal](https://hpc-ai.com/hs-fs/hubfs/colossal-ai_logo_horizontal.png?width=500&height=311&name=colossal-ai_logo_horizontal.png)
Colossal-AI is the best tool for enhancing your deep learning performance and cost-efficiency.
Best Performance
10x
Team Streamlining
10x
Lowest Cost
100x
Easy Using
Multi-system Compatible
Unlimited Expansion
![未命名的设计 (2)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(2).png)
10x Faster
![未命名的设计 (4)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(4).png)
100x Size
The capacity of the same hardware model is increased by a hundred times
![未命名的设计 (3)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(3).png)
1000x GPUs
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Easy to Use: Native PyTorch compatibility, start with a few lines of code.
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Comprehensive Solutions: Integration and optimisation of the latest cutting-edge technologies.
![未命名的设计 (7)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(7).png)
Large Language Models
![官网素材-1](https://hpc-ai.com/hubfs/%E5%AE%98%E7%BD%91%E7%B4%A0%E6%9D%90-1.png)
Colossal-Inference
![官网素材 (1)](https://hpc-ai.com/hubfs/%E5%AE%98%E7%BD%91%E7%B4%A0%E6%9D%90%20(1).png)
Colossal-SwiftInfer
![未命名的设计 (11)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(11).png)
ChatGPT
![未命名的设计 (10)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(10).png)
SFT & CPT
Fine-tuning model with only half a day on a $1000 budget, with results comparable to mainstream large models.
End-to-end delivery from data collection preparation to inference deployment.
![未命名的设计 (8)](https://hpc-ai.com/hubfs/%E6%9C%AA%E5%91%BD%E5%90%8D%E7%9A%84%E8%AE%BE%E8%AE%A1%20(8).png)
Pretraining from Scratch
![官网素材 (2)](https://hpc-ai.com/hubfs/%E5%AE%98%E7%BD%91%E7%B4%A0%E6%9D%90%20(2).png)
Enterprise-wide Knowledge Base
Open Sora
The world's first open-source Sora-like architecture video generation model and complete low-cost solution
![13-1](https://hpc-ai.com/hubfs/13-1.png)
Scalable Clusters
![14](https://hpc-ai.com/hubfs/14.png)
Flexible Terms
![15-2](https://hpc-ai.com/hubfs/15-2.png)
Multiple Clusters
![官网素材](https://hpc-ai.com/hubfs/%E5%AE%98%E7%BD%91%E7%B4%A0%E6%9D%90.png)
Instant Launch
![17-2 17-2](https://hpc-ai.com/hubfs/17-2.png)
Full process coverage of large model development and deployment applications, including data collection preparation, model training/fine-tuning, inference deployment, end-to-end delivery
Software and hardware all-in-one full stack resources; Pay-as-you-go, no long-term commitment
Colossal-AI Software Stack Optimisation Adaptation
10X performance acceleration, 100X cost savings
Maximise resource utilisation, minimise large model costs
AI large model training/fine-tuning/inference/model building
One-click management/development/application of AI large models with zero/low code
Low cost auto elasticity scaling
![speed-line_blue-red-yellow speed-line_blue-red-yellow](https://hpc-ai.com/hubfs/Elements/speed-line_blue-red-yellow.png)
Colossal-AI is trusted by leading AI teams worldwide
![geelyauto-logo-freelogovectors.net_](https://hpc-ai.com/hs-fs/hubfs/Imported%20sitepage%20images/geelyauto-logo-freelogovectors.net_.png?width=86&height=60&name=geelyauto-logo-freelogovectors.net_.png)
![xverse](https://hpc-ai.com/hs-fs/hubfs/xverse.png?width=210&height=60&name=xverse.png)
![BaseBit.ai](https://hpc-ai.com/hs-fs/hubfs/BaseBit-ai.png?width=150&height=30&name=BaseBit-ai.png)
![Iluvatar-CoreX](https://hpc-ai.com/hs-fs/hubfs/Iluvatar-CoreX.png?width=218&height=38&name=Iluvatar-CoreX.png)
Colossal-AI Case Study
- Provide computing power supply and integrated software and hardware solutions for many industries, universities, AI companies, etc.
- Cooperated with many of the world's leading technology giants in industry, academia and research, and won outstanding papers at top conferences such as AAAI and ACL.
A Fortune 500 company
- Developed multi-modal Agent, improving multi-task performance by 114%
- Optimize multi-modal reasoning performance
A Fortune 500 company
- Provide AI large model software infrastructure for emerging hardware
- Optimized for emerging hardware performance and price-performance by 30%
A Fortune 500 company
- Pre-train a privatized large model with hundreds of billions of parameters on the Qianka cluster
- Optimize multi-modal reasoning performance 8 times
A Chinese Fortune 500
- RLHF fine-tunes a large model of privatization with hundreds of billions of parameters
- Optimize ChatGPT PPO speed 10 times
A Chinese Fortune 500
- Research and develop cutting-edge fields such as autonomous driving algorithms, multi-modal fusion, and knowledge distillation
- Optimize and improve algorithm, model training and inference speed
A Southeast Asian technology giant
- Build high-quality, multi-lingual ChatGPT-like enterprise customer service at low cost
- Optimize large language model inference speed by 13 times
One of the top three AI R&D institutions in Asia
- Improve the inference speed of large language models by 30%
- Jointly explore the cutting-edge technology of AI large models
A Middle Eastern energy company
- Developing a ChatGPT-like model for Arabic + energy industry
- Build high-quality AI large models at low cost
A computing power center
- Provide privatized AI large model software infrastructure for AI intelligent computing centers
- Joint operation of computing power marketing and AI solutions
A certain Chinese leading media
- Develop a ChatGPT-like model for the Chinese + media industry
- Build high-quality AI large models at low cost
A medical unicorn
- Provide optimization solutions for protein prediction models for the biopharmaceutical industry
- Improved AlphaFold2-like model training/inference by 11 times
An Internet unicorn
- Low-cost and high-quality construction of a ChatGPT-like model with unified multi-role IP
- Provide privatized training and pushing all-in-one machine solutions
Community Recognition
![S1](https://hpc-ai.com/hubfs/S1.png)
The only start-up representative at AWS China Summit
![S2](https://hpc-ai.com/hubfs/S2.png)
International Conference on Machine Learning
![S3](https://hpc-ai.com/hubfs/S3.png)
Reported by HPC Wire, the world’s number one supercomputing media
Obtained official admission to top international AI and high-performance computing conferences/events
Loved by 36,000+ Global Users
![Screenshot 2024-02-07 180902](https://hpc-ai.com/hubfs/Screenshot%202024-02-07%20180902.png)
![Screenshot 2024-02-07 180101](https://hpc-ai.com/hubfs/Screenshot%202024-02-07%20180101.png)
![Screenshot 2024-02-07 180029](https://hpc-ai.com/hubfs/Screenshot%202024-02-07%20180029.png)
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![image (5)-1](https://hpc-ai.com/hubfs/image%20(5)-1.png)
![Screenshot 2024-02-23 105854](https://hpc-ai.com/hubfs/Screenshot%202024-02-23%20105854.png)
![img_v3_02c1_8f51050a-41ae-4577-ab35-ae011b22593g](https://hpc-ai.com/hubfs/img_v3_02c1_8f51050a-41ae-4577-ab35-ae011b22593g.jpg)
![output](https://hpc-ai.com/hs-fs/hubfs/output.png?width=2000&name=output.png)
Top blog posts
![Open source solution replicates ChatGPT training process-Feb-14-2023-02-23-47-1380-PM](https://hpc-ai.com/hs-fs/hubfs/Google%20Drive%20Integration/Open%20source%20solution%20replicates%20ChatGPT%20training%20process-Feb-14-2023-02-23-47-1380-PM.png?width=347&height=200&name=Open%20source%20solution%20replicates%20ChatGPT%20training%20process-Feb-14-2023-02-23-47-1380-PM.png)
Replicate ChatGPT Training Quickly and Affordable with Open Source Colossal-AI
February 14, 2023
![0*bfn7p9Jz4yX7oKtd-1](https://hpc-ai.com/hs-fs/hubfs/Imported_Blog_Media/0*bfn7p9Jz4yX7oKtd-1.png?width=603&height=200&name=0*bfn7p9Jz4yX7oKtd-1.png)
Diffusion Pretraining and Hardware Fine-Tuning Can Be Almost 7X Cheaper! Colossal-AI's Open Source Solution Accelerates AIGC at a Low Cost
![0*aIdQ_SP6afCcyDUT](https://hpc-ai.com/hs-fs/hubfs/Imported_Blog_Media/0*aIdQ_SP6afCcyDUT.png?width=300&height=200&name=0*aIdQ_SP6afCcyDUT.png)