All tasks / Models
FireRed-OCR
FireRed Team's 2B open-weights document OCR model fine-tuned from Qwen3-VL-2B.
- FireRed Team
- Open weights
- Released 28 Feb 2026
Where it ranks
- SDocuments & OCRModels · Local · 93 on OmniDocBench v1.6 (end-to-end, v1.6_full)
Facts
- Vendor
- FireRed Team
- Family
- FireRed-OCR
- Released
- 28 Feb 2026
- Weights
- Open: download and run it yourself
- License
- Apache-2.0
- Parameters
- 2.13B
- GPU memory to run locally
- ~6 GB (Estimate, no official figure: BF16 weights ≈ 2.13 B × 2 GB + ~1.5 GB runtime overhead. Size is the Hugging Face safetensors total.)
- Access
- Free (open weights)
- Last verified
- 19 Oct 2026
Price from huggingface.co, 19 Oct 2026.
Benchmark results
| Benchmark | Result | Entry on the leaderboard | As of | Source |
|---|---|---|---|---|
| OmniDocBench v1.6 (end-to-end, v1.6_full) | 93 | FireRed-OCROverall score in the README's end-to-end table 'OmniDocBench (v1.6_full)' (last leaderboard update 2026-09-11). | 11 Sep 2026 | github.com |
Where you can use it
No tracked tool lists this model yet; as open weights it runs in local runtimes.