Granite Switch 4.1.1 8B · Decision Decision Model Results

Granite Switch 4.1.1 8B · Decision

Explore Granite Switch 4.1.1 8B · Decision: exact decision configuration, published specifications, source-linked benchmarks and API tariffs when available.

Latest versionPrevious version: Granite Switch 4.1 8B · DecisionRelease source ↗

Published specifications

Provider: IBM
Version: Granite Switch 4.1.1 · decision aLoRA v1.1
System type: Adapter composition
Access: Open weights
License: Apache-2.0
Inputs: text
Decision types: Choice, Yes / no, Score
Published size: 8B base + 470M ASR
Active parameters: Not published
Context / input limit: 131,072 tokens (base)
Announced: 2026-10-27

Hugging Face · Announcement

Model notes

Revision 4.1.1 of the same repository (main), released 27 October 2026: updated decision aLoRA weights (granitelib-core branch 4.1.1-decision@f2818106ef27dac9b4257a656f435bda5aabdd50, which IBM calls decision adapters v1.1) with unchanged prompt format, invocation and readout, plus multilingual speech input (7 languages). Composed with granite-switch 0.1.1. Weights commit 2ed1011e46fa (27 October); later commits edit the card only. Hugging Face metadata counts 8,776,400,896 BF16 parameters for the whole composition. The card names a tag granite-switch-4.1.1-8b, but on 29 October only the 4.1 tag existed, so this entry pins main. The linked 4.1.1 blog returned HTTP 401 on 29 October. Typed outputs are probabilities over supplied options; confidence is not a correctness guarantee. Decision aLoRA mode only; Guardian specialist and ASR/chat modes are separate configurations. Composite total is not stated; component sizes do not imply simultaneously active parameters.

Checkpoint revision: fb4aa7877e13e5fe09ca328713dc1db72a3f93ce

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6 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 · IBM (vendor measured)

Granite Switch 4.1.1 8B · Decision · Official / vendor · IBM (vendor measured)
Evaluation	Result	Evidence
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public overall	46.72	Setup & source Decision Index v0.3 public set, chance-corrected weighted aggregate, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public knowledge	28.7 points	Setup & source Decision Index v0.3 public set, Knowledge area, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public language	53.1 points	Setup & source Decision Index v0.3 public set, Language area, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public retrieval	60.4 points	Setup & source Decision Index v0.3 public set, Retrieval area, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public tools	63.4 points	Setup & source Decision Index v0.3 public set, Tools area, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source
IBM Granite Switch 4.1.1 cards · Decision Index v0.3 public arts	19.0 points	Setup & source Decision Index v0.3 public set, Arts area, as reported by IBM on the Granite Switch 4.1.1 cards Granite Switch 4.1.1 8B decision aLoRA, card revision fb4aa7877e13e5fe09ca328713dc1db72a3f93ce. From the Granite Switch 4.1.1 card Decision Index table. IBM vendor measurement of the revision 4.1.1 decision aLoRA on the public Jev Decision Index v0.3 set with the documented invocation recipe (fixed system prompt, State turn on the frozen base, ### DECISION turn, first assistant token read as a softmax over option-label logits). Scores ×100; Overall is the chance-corrected weighted aggregate. The card does not name the area metric, so area values are kept as printed points. Not comparable with community Decision Index 0.4/0.4.1 Full or Public. The 4.1 cards scored a different 1,068-row fast subset, which is not stored. Checked / reported: 2026-10-29 · Samples: Not published Snapshot: 2026-10-27 · Revision: 8B fb4aa7877e13e5fe09ca328713dc1db72a3f93ce; 30B eb206725d03c0f1c409ce3aa512afe325fdf8731 · Published observations; result reuse terms not specified Result source · Benchmark source