Visual Document Retrieval
Safetensors
ColPali
sentence-transformers
colpali-engine
qwen3_5
vision-language
colbert
late-interaction
multi-vector
vidore
document-retrieval
multimodal
state-of-the-art
Instructions to use 0xSojalSec/local-reg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ColPali
How to use 0xSojalSec/local-reg with ColPali:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- sentence-transformers
How to use 0xSojalSec/local-reg with sentence-transformers:
from sentence_transformers import MultiVectorEncoder model = MultiVectorEncoder("0xSojalSec/local-reg") queries = ["Which planet is known as the Red Planet?"] documents = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", ] query_embeddings = model.encode_query(queries) document_embeddings = model.encode_document(documents) similarities = model.similarity(query_embeddings, document_embeddings) print(similarities) - Notebooks
- Google Colab
- Kaggle
Download modules.json from 0xSojalSec/local-reg: direct link, hf CLI and curl.
- Browser
- Download file 580 Bytes
-
https://huggingface.co/0xSojalSec/local-reg/resolve/main/modules.json
- Command line
-
hf download hf://0xSojalSec/local-reg/modules.json
-
curl -L -o modules.json https://huggingface.co/0xSojalSec/local-reg/resolve/main/modules.json
580 Bytes
| [ | |
| { | |
| "idx": 0, | |
| "name": "0", | |
| "path": "", | |
| "type": "sentence_transformers.base.modules.transformer.Transformer" | |
| }, | |
| { | |
| "idx": 1, | |
| "name": "1", | |
| "path": "1_Dense", | |
| "type": "sentence_transformers.base.modules.dense.Dense" | |
| }, | |
| { | |
| "idx": 2, | |
| "name": "2", | |
| "path": "2_Normalize", | |
| "type": "sentence_transformers.sentence_transformer.modules.normalize.Normalize" | |
| }, | |
| { | |
| "idx": 3, | |
| "name": "3", | |
| "path": "3_MultiVectorMask", | |
| "type": "sentence_transformers.multi_vector_encoder.modules.multi_vector_mask.MultiVectorMask" | |
| } | |
| ] | |