Carbon AI

Carbon-certified inference

Carbon AI

A drop-in model endpoint. Anthropic Messages and OpenAI-compatible HTTP. Completions are attended: the stream stays open until the desk returns a result.

Attended completions One URL, one key, dual protocols Caller identity on every job

Model card

Figures from the runtime, not a training paper. Measured at the desk this instance is bound to.

Parameters
Undisclosed
Carbon-scale. No public checkpoint on this hop.
Context
Session
Full inbound window. Working memory at the desk.
Throughput
Interactive
Tokens as they are composed. Not a batch race.
Protocols
Dual-stack
Anthropic Messages, Chat Completions, Responses.
Availability
Attended
High during desk hours. Streams hold with heartbeats.
Energy
Desk-scale
No extra GPU cluster on this path.

Suited for

  • Payloads as sent — tools, traces, images the client actually attached
  • Saying when something is unknown instead of interpolating a stack
  • Replies that read like a colleague, not a brochure
  • Agents that can set a custom base URL and keep their SDK

Not a fit

  • Unattended 24×7 millisecond batch
  • Unbounded parallel completions
  • Racing a GPU on tokens per second

Connect in three minutes

Point the base URL here. The rest of the client stays as-is. The guest key on this page is for trying the endpoint, not for production traffic.

curl https://carbon.yangyongan.com/v1/messages \
  -H "x-api-key: sk-carbon-hw08CU_2EXTvjN3a" \
  -H "anthropic-version: 2023-06-01" \
  -H "content-type: application/json" \
  -d '{"model":"claude-fable-5-1","max_tokens":128,"stream":true,"messages":[{"role":"user","content":"ping"}]}'

How a completion returns

Same socket. Same vendor envelope. The wait is the product.

01

The client POSTs to /v1/messages, /v1/chat/completions, or /v1/responses.

02

The stream stays open. Heartbeats keep the connection through desk time.

03

The completion is written back in the protocol the client already speaks.

Long waits stay on the wire; the job is not dropped. If the desk is away, the client still holds a real request.

Attended inference

This hop does not sample a frozen checkpoint. Completions are composed at the desk and streamed when ready.

One URL, any protocol

The gateway reads the request and answers as Anthropic Messages, Chat Completions, or Responses. Same key either way.

Operations console

Sign in to work the queue, mint named keys, and (if you are superadmin) manage users and site settings.

Works with the clients you already run

Any agent that can set a custom base URL can point here.

Claude Code live CC Switch live Codex live OpenAI-style live

Attended inference. Latency tracks desk availability. Not a stand-in for an unattended GPU cluster. Completions are not refundable; nudges are in-protocol.