hanglics/dse-qwen2-2b-mrl-v1 🖼️📝❓🔢 → 📝

▶️ 3.1K runs 📅 Aug 2025 ⚙️ Cog 0.16.6 🔗 GitHub 📄 Paper ⚖️ License
document-retrieval image-embedding text-embedding

About

The screenshot retriever model base on DSE.

Example Output

Output

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Performance Metrics

1.13s Prediction Time
164.70s Total Time
All Input Parameters
{
  "query": "Do I need to keep diet if I want to lose weight?",
  "return_format": "json",
  "embedding_dimension": 1536
}
Input Parameters
image Type: string
Optional image file for multimodal encoding
query (required) Type: string
The input query text for encoding
return_format Default: json
Output format: 'list' for array or 'json' for JSON string
embedding_dimension Type: integerDefault: 1536Range: 128 - 4096
Dimension of the output embedding (default: 1536)
Output Schema

Output

Type: string

Example Execution Logs
Making dummy image for input...
Dummy image created.
Formatting messages...
Messages formatted.
Applying chat template...
Chat template applied.
Processing vision inputs...
Vision inputs processed.
Tokenize and prepare inputs...
Tokenize and inputs prepared.
Moving inputs to appropriate device...
Moved inputs to device.
Preparing for generation...
Ready for generation.
Generating embeddings...
Embeddings generated.
Extracting embeddings...
Embeddings extracted.
Converting to list..
Converted.
Sending output...
Version Details
Version ID
cc8627661af7afc1371ab6368c35cded515b83f3e5743ab0fc48fa97da6ad3ee
Version Created
August 29, 2025
Run on Replicate →