Visual Document Retrieval
Transformers
Safetensors
multilingual
qwen3_5
feature-extraction
text
image
multimodal-embedding
vidore
colbert
colqwen3_5
multilingual-embedding
custom_code
Instructions to use webAI-Official/webAI-ColVec1.1-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use webAI-Official/webAI-ColVec1.1-4b with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("webAI-Official/webAI-ColVec1.1-4b", trust_remote_code=True) model = AutoModel.from_pretrained("webAI-Official/webAI-ColVec1.1-4b", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- processor_config.json +3 -3
- tokenizer_config.json +1 -1
processor_config.json
CHANGED
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@@ -16,18 +16,18 @@
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0.5,
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0.5
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],
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"max_pixels":
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"merge_size": 2,
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"patch_size": 16,
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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-
"longest_edge":
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"shortest_edge": 65536
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},
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"temporal_patch_size": 2
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},
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-
"max_num_visual_tokens":
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"processor_class": "ColQwen35BidirectionProcessor",
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"query_augmentation_tokens": 10,
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"video_processor": {
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0.5,
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0.5
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],
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+
"max_pixels": 1835008,
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"merge_size": 2,
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"patch_size": 16,
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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+
"longest_edge": 1835008,
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"shortest_edge": 65536
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},
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"temporal_patch_size": 2
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},
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+
"max_num_visual_tokens": 1792,
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"processor_class": "ColQwen35BidirectionProcessor",
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"query_augmentation_tokens": 10,
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"video_processor": {
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tokenizer_config.json
CHANGED
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@@ -12,7 +12,7 @@
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"image_token": "<|image_pad|>",
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"is_local": false,
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"local_files_only": false,
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-
"max_num_visual_tokens":
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"model_max_length": 262144,
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"model_specific_special_tokens": {
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"audio_bos_token": "<|audio_start|>",
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"image_token": "<|image_pad|>",
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"is_local": false,
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"local_files_only": false,
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+
"max_num_visual_tokens": 1792,
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"model_max_length": 262144,
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"model_specific_special_tokens": {
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"audio_bos_token": "<|audio_start|>",
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