Amos 1 Small Decision Model Results

Amos 1 Small

Explore Amos 1 Small: exact decision configuration, published specifications, source-linked benchmarks and API tariffs when available.

Published specifications

Provider: Scira
Version: mukaddamzaid/amos-1-small (card 88713c7, first commit 09ba3e9 on 13 October); hosted amos-1-small
System type: Trained checkpoint
Access: Open weights
License: Apache-2.0
Inputs: text, image
Decision types: Choice, Yes / no, Score
Published size: 2B (vendor)
Active parameters: Not published
Context / input limit: 256K tokens (model page); the card says 262,144 tokens per request
Announced: Exact date not established

Hugging Face · Announcement

Model notes

A 2B decision model, a fine-tune of Qwen3.5-2B, built for volume; it quotes exact phrases and points at things in photos in the same pass, on an 8 GB GPU. Part of the Amos 1 family from Scira (large 27B, medium 9B, small 2B, mini 0.5B). It answers typed questions in one forward pass with a probability for every allowed answer and reads text, JSON and photos. The 16 October commit 88713c7 only adds a tag. The hosted API (api.amos.scira.ai/v1/systemone) needs no key and has no published tariff, so no price is stored. The card’s own results are stored as Scira vendor datasets.

Checkpoint revision: 88713c7be8e5f8122272d276ec3c44ff0528d7e2

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17 recorded observations. Published results retain their source and setup; no Examenos evaluation was run. Missing results are not zero. How to read these comparisons →

Official / vendor · Scira (vendor run / card)

Amos 1 Small · Official / vendor · Scira (vendor run / card)
Evaluation	Result	Evidence
Scira · Amos 1 cards · Typed decisions · accuracy	69.5%	Setup & source Typed decisions test split, 2,000 decisions from four workflows, zero-shot. Amos 1 small, card 88713c7. Typed decisions test split, zero-shot. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: 2000 Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Typed decisions · KL	0.181 KL	Setup & source Typed decisions test split, 2,000 decisions from four workflows, zero-shot. Amos 1 small, card 88713c7. Typed decisions test split, zero-shot. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: 2000 Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Typed decisions · Brier	0.098 Brier	Setup & source Typed decisions test split, 2,000 decisions from four workflows, zero-shot. Amos 1 small, card 88713c7. Typed decisions test split, zero-shot. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: 2000 Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Typed decisions · accuracy with priors fitted on train	74.40%	Setup & source Per-question priors fitted on the benchmark’s train split and applied at answer time; the weights do not change. Not zero-shot. Amos 1 small, card 88713c7. Priors fitted on the train split; not zero-shot. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: 2000 Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Decision Index 0.3 · public part	31.92	Setup & source Decision Index 0.3 public part, scored with the board’s own kit; the board’s ranking adds private tests. Amos 1 small, card 88713c7. Public part with the board’s kit. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · JevBench public · easy	100.0%	Setup & source JevBench public easy items, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · JevBench public · standard	93.1%	Setup & source JevBench public standard items, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · JevBench public · hard	53.2%	Setup & source JevBench public hard items, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Ten public benchmarks	72.1%	Setup & source Mean over RAGTruth, JudgeBench, Belebele, WinoGrande, ContractNLI, TruthfulQA, Circa, Financial PhraseBank, TabFact and BBH, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · AG News	86.5%	Setup & source AG News, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · DAIR Emotion	58.5%	Setup & source DAIR Emotion, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Banking77	76.0%	Setup & source Banking77, as served. Amos 1 small, card 88713c7. As served. 77 labels. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Invoice totals quoted exactly	9 of 10	Setup & source Invoice totals quoted exactly, out of 10, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: 10 Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · RefCOCO · box centred on the named object	94.2%	Setup & source Share of RefCOCO boxes centred on the named object, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · RefCOCO · box covering at least half the object	77.2%	Setup & source Share of RefCOCO boxes covering at least half the named object, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · COCO · box centred on the named object	97.5%	Setup & source Share of COCO boxes centred on the named object, as served. Amos 1 small, card 88713c7. As served. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source
Scira · Amos 1 cards · Server time, median, three-question request	48 ms	Setup & source Median server time for a three-question request; hardware not stated. Amos 1 small, card 88713c7. Median, three-question request; hardware not stated. Printed in the vendor’s own card table. Scira’s own results on the four Amos 1 Hugging Face cards, each read at the pinned card revision. “As served” rows use Scira’s hosted or packaged server; the cards name no hardware for the score tables. Each value cites its own card. Checked / reported: 2026-11-08 · Samples: Not published Snapshot: 2026-10-13 · Revision: amos-1-large card d67e051c763dc88a1e3662a5003c1e1ea5ffaa74; amos-1-medium card c7f72b601b276f635fb5a9c1901bd96a10a60fe8; amos-1-small card 88713c7be8e5f8122272d276ec3c44ff0528d7e2; amos-1-mini card a59a936bf608dc8fc3ae47ad7715af2153150f3b · Published observations; result reuse terms not specified Result source · Benchmark source