IndexTeam/Index-Translate-2B-GGUF
translation model by IndexTeam
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Official GGUF conversion of IndexTeam/Index-Translate-2B, part of the Index-Translate multilingual translation model family (150 languages, terminology/format-constrained translation, controlled dubbing translation, long-document translation). (sorted by size) This repository includes official native multi-modal projector weights (.mmproj-.gguf), enabling end-to-end image-to-text translation across 150 languages without any external OCR tools: Once the server is running, perform image translation with the official script: Or test it directly via the online web demo at https://index-translate.bilibili.com/?p=/site/translate.html. Full guide: Multimodal Image Translation Guide. Translation prompt format (greedy decoding, temperature=0 recommended; use the chat template with enablethinking: false): Beyond plain translation, the models follow the instTrans constrained-translation format. The official client wraps requests into the canonical structure 【源文】 + numbered 1. 【硬性要求】 + 2.…
Read the full model card ↗ · Preview checked 2026-10-30T12:48:29.411Z
Inside the original model card — Document outline
- Index-Translate-2B-GGUF
- Provided files
- Multimodal Image Translation (mmproj)
- 1. Launch llama-server with Vision Projector:
- 2. Run Image Translation:
- Usage
- Prompting & constrained translation (instTrans)
- Consistency validation
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Links from the model card
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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.
Model overview
IndexTeam/Index-Translate-2B-GGUF is a translation model repository published by IndexTeam on Hugging Face. The source reports the llama.cpp library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- translation
- Library
- llama.cpp
- Recent downloads (30 days)
- 25,652
- Cumulative likes
- 20
- Hugging Face trending score
- 5
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-02T21:10:16.000Z
- Last modified
- 2026-10-10T16:59:13.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: IndexTeam/Index-Translate-2B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:54:35.191Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.