HPC-AI Tech - Deep Learning Speed and Scale, Open Source

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Colossal-AI Core Competencies

Colossal-AI is the best tool for enhancing your deep learning performance and cost-efficiency.

Colossal-AI Training

Large model training/fine-tuning costs are reduced by 10 times, and model capacity is increased by a hundred times.

Colossal-AI Inference

The inference speed of large models is increased by 10 times, and business deployment is optimized.

Colossal-AI Modelling

Build high-quality AI large models and applications at a cost of one thousand dollar.

Colossal-AI Cloud Platform

Platform-based software and hardware integrated AI large model solution delivery.

10x Faster

Large model training/fine-tuning costs reduced by 10 times

100x Size

The capacity of the same hardware model is increased by a hundred times

1000x GPUs

512 A100 GPUs pre-trained 70 billion parameters LLaMA-2

Large Language Models

LLM inference accelerated by 13X

Stable Diffusion

8X cost savings in multimodal generation

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AI for ScienceBiomedical

AlphaFold2 inference speeds up by 11X

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Colossal-Inference

Improve throughput speed and solve AI large model performance and cost challenges

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Colossal-SwiftInfer

Multi-turn dialogue reasoning speed increased by 46%, breaking the length limit of LLM multi-round dialogue

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314B Grok-1 inference

Convenient and easy to use, inference acceleration 3.8 times

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ChatGPT

The world's first complete solution to reproduce ChatGPT's RLHF training process.

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.

Pretraining from Scratch

Optimal large-scale training performance with end-to-end full-process coverage

Enterprise-wide Knowledge Base

Upload only the relevant documents and quickly master the corresponding knowledge competencies.

Scalable Clusters

Private computing resources, Flexible scaling, from single GPU to large distributed clusters

Flexible Terms

From hourly rentals to yearly bookings, no long term commitment required, ready to go

Multiple Clusters

Multiple high-performance hardware clusters available, e.g. NVIDIA H100

GPU: 8 X H100-80GG SXM NVLink

CPU: 2 X 8470-52c

Memory: 32 X 64G

Cluster Network: 8 X 400G RoCE

System Disk: 2 X960G NVMe

Local Storage: 4 X 7.68T NVMe

Instant Launch

Pre-configured development environment,

just click and code

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