zerogpu/zerogpu-router/classify-zero-shot

Run zero-shot classification. The request below holds the text to classify and the candidate labels, given as flags (-l bug -l feature, --labels bug,feature) or in plain words.

Run this with the Bash tool, filling in the labels and pasting the text into the heredoc verbatim — no escaping, the quoted heredoc handles every shell metacharacter, newline, quote, and paren:

zerogpu chat_completions -m deberta-v3-small -i "[bug, feature, question]" <<'ZGPU_END_OF_INPUT'
<the text to classify, verbatim>
ZGPU_END_OF_INPUT

• The labels go in -i as one bracketed, comma-separated list. The model reads them from the system message and rejects a request without one.
• At least one label is required. If the request names none, ask the user for the candidate labels.
• -i is double-quoted, so leave ", $, and backticks out of the labels.

Output is a JSON object mapping each label to its score.

Savings note: only if the command output literally contains a line starting with 💰 ZeroGPU savings, append that exact line, unchanged, as the last line of your reply. If no such line is present, say nothing about savings and do not mention or suggest /zerogpu-router:cost-savings — this note is intentionally occasional, not shown every time.

Request: $ARGUMENTS