AI inference on Cerebras wafer-scale chips.
## Cerebras MCP Server: Wafer-Scale AI Inference The **Cerebras MCP Server** connects Google Antigravity to Cerebras' revolutionary wafer-scale AI accelerators. This integration enables developers to leverage the fastest inference speeds available, with throughput up to 20x faster than traditional GPU-based solutions. ### Why Cerebras MCP? Cerebras represents a paradigm shift in AI hardware: - **Wafer-Scale Engine**: Single chip with 900,000 cores - **Fastest Inference**: 20x faster than GPU alternatives - **Large Models**: Run massive models without model parallelism - **Low Latency**: Sub-second response times for complex queries - **Antigravity Integration**: AI-assisted high-performance inference ### Key Features #### 1. Lightning-Fast Inference ```python from cerebras.sdk import Cerebras client = Cerebras() # Ultra-fast completion response = client.chat.completions.create( model="llama3.1-70b", messages=[ {"role": "user", "content": "Explain quantum computing"} ], max_tokens=1000 ) # Streaming for real-time applications stream = client.chat.completions.create( model="llama3.1-70b", messages=[{"role": "user", "content": prompt}], stream=True ) ``` #### 2. Model Catalog Access to optimized open-source models: - **Llama 3.1 70B**: Meta's powerful open model - **Llama 3.1 8B**: Efficient smaller variant - **Mistral 7B**: Fast and capable - **Custom Models**: Deploy your own fine-tuned models #### 3. Batch Processing ```python # Process multiple requests efficiently results = await asyncio.gather(*[ client.chat.completions.create( model="llama3.1-70b", messages=[{"role": "user", "content": q}] ) for q in questions ]) ``` ### Configuration ```json { "mcpServers": { "cerebras": { "command": "npx", "args": ["-y", "@anthropic/mcp-cerebras"], "env": { "CEREBRAS_API_KEY": "your-api-key" } } } } ``` ### Use Cases **Real-Time Applications**: Build chatbots and assistants that respond instantly with minimal latency. **Batch Analysis**: Process thousands of documents or code files for analysis in seconds rather than minutes. **Development Iteration**: Rapid prototyping with near-instant model responses speeds up the development cycle. The Cerebras MCP Server brings unprecedented inference speed to Antigravity for developers demanding the fastest AI responses.
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