transformers - 💡(How to fix) Fix add DeepSeek-OCR2 [1 comments, 1 participants]

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huggingface/transformers#45177Fetched 2026-04-08 02:22:13
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Model Description

DeepSeek-OCR-2 is an OCR-specialized vision-language model proposed by the DeepSeek team.

The model uses a distinctive architecture:

  • Vision encoder: SAM ViT-B
  • Hybrid attention encoder: Qwen2-based, applying bidirectional attention over image tokens and causal attention over query tokens
  • Language model: DeepSeek-V2 Mixture-of-Experts (MoE)
  • Connector: MLP projector bridging the vision encoder and LLM

Open source status

  • The model implementation is available
  • The model weights are available

Provide useful links for the implementation

Huggingface hub(weights): deepseek-ai/DeepSeek-OCR-2 Original repo: https://github.com/deepseek-ai/DeepSeek-OCR2 Paper: DeepSeek-OCR 2: Visual Causal Flow

extent analysis

TL;DR

The issue lacks specific problem details, so a direct fix cannot be provided, but exploring the model's implementation and weights on the Hugging Face hub or the original GitHub repository may offer insights.

Guidance

  • Review the model architecture and its components (vision encoder, hybrid attention encoder, language model, and connector) to understand potential points of failure or areas for improvement.
  • Check the Hugging Face hub and original repository for any open issues, documentation, or discussions related to the model's implementation and usage.
  • Consider reaching out to the DeepSeek team or community for more specific guidance, as the issue does not provide enough information for a targeted solution.

Notes

The provided information is primarily descriptive of the model and its availability, without specifying a particular problem or error. Therefore, any attempt to provide a solution would be speculative.

Recommendation

Apply workaround: Utilize the resources provided (Hugging Face hub, original repository, and paper) to self-troubleshoot or seek community assistance, as there's no clear indication of a version update that would resolve an unspecified issue.

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