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DwarfStar 4 (ds4)·

🤖CORE 03 System Launches with Three Interfaces

CORE 03 brings multi-interface support for chat, APIs, and coding

TL;DR

CORE 03 system introduces one engine with three interfaces for chat, local APIs, and persistent coding sessions. Developers can now optimize their workflows with specific tools for each task.

CORE 03 system launches with one engine and three distinct interfaces: ./ds4 for chat, ./ds4-server for local APIs, and ./ds4-agent for persistent coding sessions. This multi-interface setup allows developers to tailor their workflows for specific tasks, improving efficiency and performance. The system supports routed-MoE builds, ensuring critical shared paths remain precise, and allows for long prefixes to be saved to SSD and resumed by prompt hash, reducing the need for full re-prefilling on restarts. Developers should pay attention to how these new features can streamline their development and deployment processes.

CORE 03 System Launches with Three Interfaces — DwarfStar 4 (ds4)

Key Points

1

CORE 03 system introduces one engine with three interfaces: ./ds4 for chat, ./ds4-server for local APIs, and ./ds4-agent for persistent coding sessions.

2

Supported routed-MoE builds ensure critical shared paths remain precise, enhancing system performance.

3

Long prefixes can be saved to SSD and resumed by prompt hash, reducing the need for full re-prefilling on restarts.

4

CORE 01 system uses asymmetric 2-bit quantization, while CORE 02 system uses a KV cache.

5

CORE 03 system's multi-interface support allows for more efficient and tailored development workflows.

Why It Matters

If you're building chatbots, local APIs, or need persistent coding sessions, CORE 03's multi-interface support can streamline your workflows. The system's ability to save long prefixes to SSD and resume by prompt hash reduces the need for full re-prefilling on restarts, saving time and resources. Developers should consider how these features can improve their development and deployment processes.

CORE 03multi-interfacechatAPIscoding

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