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InternLMModel

Intern-Decision-4B

Intern-Decision-4B is a multimodal structured decision model fine-tuned from Qwen3.5-4B. It scores options for multiple named questions in one model forward pass and returns calibrated probability distributions in JSON.

What it does

Use it to generate probabilistic answers to structured decision questions, including questions grounded in images.

Availability
Model weights linked in the Intern-Decision collection
Pricing model
Not established
Deployment
Local inference instructions provided
Privacy
Not established
Licence
Original Qwen license is preserved; retain the license and applicable upstream notices when redistributing.
Capability
analysis
Modality
textimage
Access
open weights
Deployment
on-premises
Pricing
unknown
Target user
developerresearcherenterprise

Evidence

10 claims
  • The weights are modified by decision tuning, and redistribution requires retaining the original Qwen license and applicable upstream notices. [1]
  • It returns an answer distribution for every question in one model forward pass. [1]
    and returns an answer distribution for every question in one model forward pass.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The page links a demo and model weights. [1]
    The response follows the Jev envelope: `model`, `answers`, and `usage`.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The documented inference path runs locally using Hugging Face. [1]
  • A request can contain 1–16 questions and up to 62 options per question. [1]
    Supply 1–16 questions, with up to 62 options per question.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model accepts a shared state, a schema of named questions, and optional images. [1]
    It accepts a shared state, a schema of named questions, and optional images,
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Supported question types are choice, score, and yes/no (noul). [2]
    `choice`, `score`, and `noul` (yes/no).
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Intern-Decision-4B is reported at 90.02% average accuracy across seven suites. [2]
    Intern-Decision-4B reaches **90.02% average accuracy** across seven suites (Jev: 88.74%),
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The repository provides instructions for local inference. [2]
  • Intern-Decision takes a state, optional images, and multiple typed questions and returns decisions with probabilities. [2]
    Intern-Decision turns a state, optional images, and multiple typed questions into
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

2
1
Hugging FaceOwner-controlled
https://huggingface.co/internlm/Intern-Decision-4B Retrieved 2026-10-27 01:17 UTC
Verified
2
GitHub new repositoriesOwner-controlled
https://github.com/InternLM/Intern-Decision Retrieved 2026-10-27 01:17 UTC
Verified

Versions

42
VersionEffectiveChangeChanged fieldsState
422026-10-27 01:17 UTCmaterial changecapability, access, availability, deploymentCurrent
412026-10-26 00:38 UTCmaterial changecapability, access, availability, deploymentCurrent
402026-10-25 00:36 UTCmaterial changecapability, access, availability, deploymentCurrent
392026-10-24 01:06 UTCmaterial changecapability, access, availability, deploymentCurrent
382026-10-23 00:46 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
372026-10-23 00:46 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
362026-10-22 00:04 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
352026-10-20 15:24 UTCevidence updatescoreCurrent
342026-10-20 15:24 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
332026-10-19 16:24 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
322026-10-18 17:24 UTCevidence updatescoreCurrent
312026-10-18 17:24 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
302026-10-17 18:15 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
292026-10-16 19:09 UTCevidence updatescoreCurrent
282026-10-16 19:09 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
272026-10-15 20:00 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
262026-10-14 20:51 UTCevidence updatescoreCurrent
252026-10-14 20:51 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
242026-10-13 21:42 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
232026-10-12 22:37 UTCevidence updatescoreCurrent
222026-10-12 22:37 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
212026-10-11 23:33 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
202026-10-11 00:27 UTCevidence updatescoreCurrent
192026-10-11 00:27 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
182026-10-10 01:20 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
172026-10-09 02:15 UTCevidence updatescoreCurrent
162026-10-09 02:15 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
152026-10-08 03:11 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
142026-10-07 04:06 UTCevidence updatescoreCurrent
132026-10-07 04:06 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
122026-10-06 04:58 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
112026-10-05 05:54 UTCevidence updatescoreCurrent
102026-10-05 05:54 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
92026-10-04 06:50 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
82026-10-03 07:47 UTCevidence updatescoreCurrent
72026-10-03 07:47 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
62026-10-02 08:42 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
52026-10-01 09:32 UTCevidence updatescoreCurrent
42026-10-01 09:32 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
32026-09-30 10:26 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
22026-09-27 13:06 UTCmaterial changemodality, access, pricing, availability, deploymentCurrent
12026-09-26 13:58 UTCpublicationNoneCurrent

In briefs

1

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Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.