Troubleshooting

Tool calling schema invalid

Use this checklist to diagnose the issue quickly.

Run the test vector to confirm the fix.

Quick start

Base URL
Sanity check request
curl https://api.abliteration.ai/v1/chat/completions \
  -H "Authorization: Bearer $ABLIT_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "abliterated-model",
  "messages": [
    { "role": "user", "content": "Reply with: base url fixed." }
  ],
  "temperature": 0.2
}'

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Service notes

  • Pricing model: Usage-based pricing (~$5 per 1M tokens) billed on total tokens (input + output). See the API pricing page for current plans.
  • Data retention: No prompt/output retention by default. Operational telemetry (token counts, timestamps, error codes) is retained for billing and reliability.
  • Compatibility: OpenAI-style /v1/chat/completions request and response format with a base URL switch.
  • Latency: Depends on model size, prompt length, and load. Streaming reduces time-to-first-token.
  • Throughput: Team plans include priority throughput. Actual throughput varies with demand.
  • Rate limits: Limits vary by plan and load. Handle 429s with backoff and respect any Retry-After header.

Symptoms

  • 400 Bad Request with tool schema errors.
  • Missing name or parameters in tool definitions.
  • JSON schema mismatch for tool arguments.

Fix checklist

  • Validate tool definitions against the OpenAI-compatible schema.
  • Ensure each tool has name, description, and parameters.
  • Confirm your SDK emits tool calls in the expected shape.

Validate the fix

Run a short prompt and confirm the response includes the expected text.

Validation payload
{
  "model": "abliterated-model",
  "messages": [
    { "role": "user", "content": "Reply with: base url fixed." }
  ],
  "temperature": 0.2
}

Mini playground

Response will appear here.
Expected output should include base url fixed.

Test vector

Expected output should include base url fixed.

Request payload
{
  "model": "abliterated-model",
  "messages": [
    {
      "role": "user",
      "content": "Reply with: base url fixed."
    }
  ],
  "temperature": 0.2,
  "stream": false
}

Common errors & fixes

  • Tool calling schema invalid: Validate tool definitions against the OpenAI-compatible schema.

Related links