…ock_size

[CPU] Support for larger block_size

Fix more logging lint errors

Signed-off-by: Nick Hill <nickhill@us.ibm.com>
Co-authored-by: Daniel Clark <daniel.clark@ibm.com>

make package version control by setuptools_scm to keep the same with
vllm

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>

Co-authored-by: Lucia Fang <fanglu@meta.com>

Co-authored-by: root <root@smc300x-ccs-aus-gpue77e.prov.aus.ccs.cpe.ice.amd.com>

* remove duplicated code

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

* remove more

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

---------

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

New Industry Use Cases (vllm-project#21-30):
- vllm-project#21 Game Development: AI game testing + balance tuning
- vllm-project#22 Construction: Vision AI safety inspection
- vllm-project#23 Agriculture/Smart Farm: Crop monitoring + pest detection
- vllm-project#24 Government/Public: Document automation + citizen services
- vllm-project#25 Energy/Utilities: Grid monitoring + anomaly detection
- vllm-project#26 Environment/Sustainability: Carbon tracking + ESG reporting
- vllm-project#27 Fashion/Apparel: Trend analysis + inventory optimization
- vllm-project#28 Sports/Fitness: Performance analytics + tactical analysis
- vllm-project#29 Automotive/Mobility: Autonomous driving simulation
- vllm-project#30 Space/Aerospace: Satellite image analysis

Advanced Architecture Patterns:
1. Event-Driven Pattern: Webhook → Event Bus → Agent triggers
2. Streaming Pattern: Large dataset processing with chunking
3. Batch Processing Pattern: Celery-based parallel processing
4. Circuit Breaker Pattern: Fault tolerance + auto recovery
5. CQRS + Event Sourcing: Command/Query separation
6. Saga Pattern: Distributed transaction management

Guide now covers:
- 30+ industry-specific MCP implementations
- 6 production-ready architecture patterns
- Real-world scalability solutions
- Enterprise integration strategies
- Total: 8,672 lines (from 7,249)

- Add _lora_slots field on LoRAModelManager, decoupled from lora_config
  so dynamic scaling does not mutate the original config object
- Add _evict_adapters_to_fit() hook on base class (raises on overflow);
  LRUCacheLoRAModelManager overrides it with LRU eviction and rebuilds
  _active_adapters cache with new capacity (cachetools maxsize read-only)
- Implement resize_lora_slots() on base class: validates, evicts, calls
  reallocate_lora_weights() on all modules, empty_cache() once, resizes
  lora_index_to_id, updates _lora_slots
- Step 7 (re-load surviving adapters) intentionally omitted — weights are
  preserved via GPU-to-GPU copy in reallocate_lora_weights(); comment
  notes what to do if a remote weight store is introduced in future
- Add tests/lora/test_lora_model_manager_resize.py: 6 CPU-only unit tests
  covering validation, no-op, grow, LRU shrink, base-class overflow raise,
  and empty_cache() called exactly once

Closes vllm-project#11
Closes vllm-project#21

AI assistance was used; all changed lines reviewed by the submitter.

Co-authored-by: Claude
Signed-off-by: Yue Zhu <Yue.Zhu@ibm.com>