DeepSeek

deepseek
DeepSeek (China)
LLM Base Research Brainstorming
DeepSeek is a Chinese AI company providing open-weight large language models (LLMs) such as DeepSeek-R1 and DeepSeek-V3. It delivers advanced reasoning, efficiency, and low-cost AI performance that rivals top global models like GPT-4.

Basic Capabilities :
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GOOD FOR
PERSONAL
Students, hobbyists, and independent developers seeking free advanced AI tools.

BUSINESS
Startups and enterprises looking for customizable, low-cost AI solutions with open-weight flexibility.
FEATURES
OPEN-WEIGHT MODELS
Developers can access full model weights for customization and fine-tuning.

ADVANCED REASONING
Excels in logic, math, and complex problem-solving tasks.

MIXTURE OF EXPERTS
Efficient multi-expert architecture with long context windows (up to 128K tokens).

COST-EFFECTIVE TRAINING
Trained at a fraction of the cost compared to Western LLMs while maintaining competitive performance.

MULTI-PLATFORM ACCESS
Available via web app, mobile apps, and API.

AUTONOMOUS AGENTS
Supports context-driven independent AI agents beyond standard chatbot use.
PRICING
FREE
Models such as DeepSeek-V3 and R1 are free to use via app and API.
TECHSTACK
INFRASTRUCTURE
Built on in-house GPU clusters (Fire-Flyer and Fire-Flyer 2) leveraging Nvidia GPUs, NVLink, and InfiniBand.

SOFTWARE
Uses HFAI distributed training system, hfreduce, HaiScale DDP, 3FS storage system, and hfai.nn for deep learning operations.

API
Available through DeepSeek’s developer portal for integration into apps and services.
last update : August 18, 2025
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