Bump com.github.haifengl:smile-base from 4.4.0 to 6.3.0

[dependabot]

Bumps com.github.haifengl:smile-base from 4.4.0 to 6.3.0.

Release notes

Sourced from com.github.haifengl:smile-base's releases.

6.3.0

✨ New Features

LLM

• SafeTensors Support: Added support for Hugging Face's SafeTensors format, including write functionality for efficient and secure tensor serialization.
• KV Caching: Memory-efficient key-value cache using a shared Radix-backed pool for faster LLM inference
• FlashAttention: Leverages FlashAttention for optimized attention computation

Serve - API

• Unified Model Catalog: All models (Chat, SMILE, ONNX) now listed via a single GET /api/v1/models endpoint with OpenAI-compatible format
• Conversation Management: Full CRUD operations for chat conversations via the new Conversation resource
• Streaming & Non-Streaming: Chat completions support both streaming (SSE) and non-streaming JSON responses

Serve - Inference UI

• Unified Inference Page: New /infer page combines Chat, SMILE, and ONNX inference in one interface
• Vision Mode: ONNX inference now supports image inputs with automatic preprocessing (resize, normalization)
• Virtualized Results: Large batch results display efficiently with virtual scrolling
• Split Layout: Form and results display side-by-side for better workflow

Docker & Deployment

• GPU Docker Image: Multi-stage build with CUDA 13.2 support and LibTorch
• CPU Docker Images: Upgrade to UBI 10 with OpenJDK 25 runtime

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🔧 Improvements

Performance

• Faster File Sync: SafeTensors loading now uses positioned FileChannel I/O instead of memory-mapping (handles multi-GB checkpoints)
• Optimized Memory: ONNX Runtime memory footprint restricted; GPU memory fraction configurable

Developer Experience

• Better Error Messages: ONNX runtime loading failures now show clear setup hints
• Tokenizer Auto-Download: HuggingFace tokenizers downloaded automatically when missing
• Model Architecture Info: GET /api/v1/models/{id} now returns detailed model metadata (architecture, shapes, etc.)

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🐛 Bug Fixes

Core

• Big-Endian Float Corruption: Fixed ONNX tensor byte order handling (was causing scrambled predictions on big-endian systems)
• SSE Race Conditions: Chat streaming now subscribes before generation starts, preventing lost chunks

Testing & Reliability

• Test Port Conflicts: Fixed flaky tests caused by port 8081 being in use (now picks random free port)
• Association Rules Tests: Fixed race conditions in FP-Growth tests causing flaky counts

HuggingFace Integration

... (truncated)

Commits

• aabe6ce v6.3.0
• 554dbb7 Merge branch 'torch'
• 6cd9b16 Implemented the ImageNet top-5 heuristic for ONNX image inference.
• f58dac6 revert back /api/v1
• e49727d Merge branch 'master' of https://github.com/haifengl/smile
• 5d45452 Merge pull request #886 from TsybulkaM/copilot/revert-synccaretupdatepolicy
• d08a2cd revert syncCaretUpdatePolicy in ThemedTextArea
• 22076f2 update API base url
• 8f89f5a quarkus.quinoa.enable-spa-routing=true to enable auto-selecting and routing t...
• 201dbd1 /smile/api/v1
• Additional commits viewable in compare view

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