Feature Extraction
Safetensors
ColPali
English
colpali-engine
colqwen2_5
colqwen
multi-vector
late-interaction
visual-document-retrieval
document-ai
quantization
maxsim
Instructions to use Adityapande403/VisDoc-AI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ColPali
How to use Adityapande403/VisDoc-AI 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
- Notebooks
- Google Colab
- Kaggle
Download scale_10k_benchmark.json from Adityapande403/VisDoc-AI: direct link, hf CLI and curl.
- Browser
- Download file 1.23 kB
-
https://huggingface.co/Adityapande403/VisDoc-AI/resolve/main/scale_10k_benchmark.json
- Command line
-
hf download hf://Adityapande403/VisDoc-AI/scale_10k_benchmark.json
-
curl -L -o scale_10k_benchmark.json https://huggingface.co/Adityapande403/VisDoc-AI/resolve/main/scale_10k_benchmark.json
1.23 kB
| { | |
| "fp16": { | |
| "format": "fp16", | |
| "total_pages": 10000, | |
| "total_vectors": 5000000, | |
| "index_build_seconds": 3.957624673843384, | |
| "embedding_memory_mb": 1220.703125, | |
| "compression_ratio_vs_fp16": 1.0, | |
| "mean_latency_ms": 2028.9032949949615, | |
| "median_latency_ms": 2006.0680000169668, | |
| "p95_latency_ms": 2135.904924967326, | |
| "queries_per_second": 0.49287711369332826 | |
| }, | |
| "int8": { | |
| "format": "int8", | |
| "total_pages": 10000, | |
| "total_vectors": 5000000, | |
| "index_build_seconds": 6.310345411300659, | |
| "embedding_memory_mb": 610.3515625, | |
| "compression_ratio_vs_fp16": 2.0, | |
| "mean_latency_ms": 3013.152015002561, | |
| "median_latency_ms": 3011.445799987996, | |
| "p95_latency_ms": 3083.474895049585, | |
| "queries_per_second": 0.3318783768694624 | |
| }, | |
| "binary": { | |
| "format": "binary", | |
| "total_pages": 10000, | |
| "total_vectors": 5000000, | |
| "index_build_seconds": 5.153455018997192, | |
| "embedding_memory_mb": 76.2939453125, | |
| "compression_ratio_vs_fp16": 16.0, | |
| "mean_latency_ms": 2770.0238300079945, | |
| "median_latency_ms": 2745.0561500154436, | |
| "p95_latency_ms": 2890.068430028623, | |
| "queries_per_second": 0.36100772461481456 | |
| } | |
| } |