Real-models implementation: multimodal ingestion, Context Cartridge memory, sparse + Qwen embedding retrieval, Cache Fabric, Qwen runtime adapters, verifier contracts, Visual HashHop proofs, BF16 LoRA fine-tuning, and a local dashboard. Verified by a 15-check PRD proof suite on the live model.
4 lines
56 B
Plaintext
4 lines
56 B
Plaintext
vllm>=0.12.0
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transformers>=4.57.0
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qwen-vl-utils>=0.0.14
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