InternLM/Intern-Decision

Fast multi-modal decision model

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Intern-Decision 🎮 Demo   ·   🤗 Model Weights 简体中文 · Data interface · Reproduce evaluations Intern-Decision turns a state, optional images, and multiple typed questions into decisions with probabilities. It fine-tunes the language backbone of Qwen3.5 while freezing the vision tower and projector. Supported question types are choice, score, and noul (yes/no). This release contains training, two inference backends, benchmark scoring, temperature calibration, and a browser demo. It also includes the 96-case distribution calibration benchmark, its exact references, deterministic generator, and offline scorer, plus the seven accuracy test suites and checkpoint-specific temperature presets. Training data, private calibration/validation records, images, preparation pipelines, and model weights are not included. The runtime schema, tokenization, and collation support your own records. Demo examples are synthetic interface illustrations. 🎬 Demonstrations Click any preview to watch the full video. The objective is autoregressive masked language modeling. The assistant input contains a complete JSON skeleton with…

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Read the full README ↗ · Preview checked 2026-09-29T13:00:10.831Z

Inside the original README — Document outline
  1. Method
  2. Results
  3. Benchmark accuracy
  4. RTX 4090 inference latency
  5. Known-distribution calibration benchmark
  6. Evaluation results
  7. Run the evaluation
  8. Installation
  9. Native Hugging Face inference
  10. XTuner training and inference
  11. Inference
  12. Training on your own data

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Documentation belongs to its respective authors. Reported project/model license: Apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

What this repository does

Fast multi-modal decision model

Repository facts

Owner
InternLM
Primary language
Python
Stars
215
Forks
16
Open issues + pull requests
1
License
Apache-2.0
Archived
No
Default branch
main
Created
2026-09-24T23:37:44.000Z
Last push
2026-09-29T08:43:55.000Z

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