Amos

Modelsamos-1-mini

Amos 1 miniSmall enough to run on a laptop CPU. No GPU needed. The API default.

Try it in the playground
  1. Size0.5B
  2. Server time, median27 ms
  3. Context per pass9K tokens
  4. Typed decisions, zero-shot64.6%
  5. Typed decisions, fitted70.3%
  6. Calibration, KL0.225
  7. Decision Index 0.3, public17.35

When to use it

  • Running on your own machine. About 93 ms a request on a laptop CPU.
  • Simple decisions where the answer is in the case.
  • Long option lists, such as support intents.
  • Telling things apart in photos, such as pet breeds.

Typed decisions

Accuracy on the 2,000-decision test split, zero-shot. We ran each rival on the same 2,000 decisions; Decider 1's score is its makers' own. Frontier language models asked the same questions score between 73 and 78.

  1. Microsoft-Decision-1closed weights, KL 0.31879.5
  2. Decider 176.8
  3. Amos 1 medium76.5
  4. Amos 1 large76.1
  5. Perplexity Decider v1.173.9
  6. Clef72.5
  7. GPT-6 Luna71.9
  8. Amos 1 small69.5
  9. Amos 1 mini64.6

Quotes and photos

  1. Invoice totals quoted exactly9 / 10
  2. Points on the named object, RefCOCO50%
  3. Points on the named object, COCO89%
  4. Pet breeds93.6%

Limits

  • Simple decisions only. It knows little beyond the case.
  • Twelve points behind medium on typed decisions.
  • Points land on the named object in 50% of RefCOCO photos.
  • Reads 9K tokens per pass. English only.

Quick start

Amos 1 mini is the default, so the request leaves out the model field.

curl https://api.amos.scira.ai/v1/systemone \
  -H 'Content-Type: application/json' \
  -d '{
  "state": "Hi, invoice INV-2231 for £306.00 was charged to my card twice this morning. Please refund one of them today.",
  "questions": {
    "refund": {
      "type": "noul",
      "instructions": "Is the customer asking for a refund?"
    },
    "team": {
      "type": "choice",
      "instructions": "Which team should handle this?",
      "criteria": {
        "billing": null,
        "technical": null,
        "sales": null
      }
    },
    "amount": {
      "type": "span",
      "instructions": "How much was charged?"
    }
  },
  "model": "amos-1-mini"
}'

The other models