* chore: Add missing type hints in functions
* add missing import, small type refactor
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* feat: Added multi gpu support for text embedding
* feat: Add support for multi-gpu for special text models
* fix: Fix lazy_load to load the model to child processes when parallel is not none
* feat: Added lazy_load and multi-gpu to colbert
* feat: Add lazy_load and multi gpu to image models
* feat: Support lazy_load and multi-gpu to sparse models (except BM25)
* fix: Fixed BM25 not working
* refactor: Remove redundant GPUParallelProcessor
* refactor: Refactor _embed_*_parallel
* feat: Add cuda argument
refactor: Refactor how worker assign device
* fix: Fix if providers and cuda are None
* fix: Fix providers and cuda are none
* WIP: Multi gpu support review (#361)
* WIP: review
* wip: review
* refactor: refactor images
* refactor: refactor sparse
* refactor: refactor late interaction
* add model loading
* add tests
* fix: uncomment models in tests
* fix: fix variable declaration order
* fix: fix device id assignment
* tests: add multi gpu tests
* fix: fix device id assignment for sparse embeddings
* tests: update multi gpu tests
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Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* refactor: remove redundant declarations
* fix: rollback redundant changes
* fix: remove num workers device ids dep, fix type hint
* fix: fix post process for sparse models
* fix: remove redundant model loading
* new: add lazy load and new gpu support to cross encoders
* fix: add rerankers to multi gpu tests
* fix: unlock multilingual test
* fix: fix gpu test with cross encoder
---------
Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
