Release: ruvllm v2.0.2 with BitNet Integration

[ruvnet]

Release Summary

Published new versions of crates to crates.io with BitNet integration for Craftsman Ultra 30b 1-bit model support.

Published Crates

Crate	Version	Link
ruvllm	2.0.2	https://crates.io/crates/ruvllm
ruvector-sona	0.1.5	https://crates.io/crates/ruvector-sona
ruvector-temporal-tensor	2.0.1	https://crates.io/crates/ruvector-temporal-tensor
ruvector-crv	0.1.1	https://crates.io/crates/ruvector-crv
rvlite	0.3.0	https://crates.io/crates/rvlite
ruvector-core	2.0.1	https://crates.io/crates/ruvector-core
ruvector-gnn	2.0.1	https://crates.io/crates/ruvector-gnn
ruvector-graph	2.0.1	https://crates.io/crates/ruvector-graph
ruvector-mincut	2.0.1	https://crates.io/crates/ruvector-mincut
ruvector-raft	2.0.1	https://crates.io/crates/ruvector-raft
ruvector-cluster	2.0.1	https://crates.io/crates/ruvector-cluster
ruvector-replication	2.0.1	https://crates.io/crates/ruvector-replication

BitNet Integration Features (ruvllm v2.0.2)

From PR #151:

• TL1 Kernels: High-performance ternary linear kernels

  • AVX2 SIMD implementation (tl1_avx2.rs)
  • WASM portable implementation (tl1_wasm.rs)
  • Generic kernel interface (tl1_kernel.rs)

• Ternary Tensor Quantization

  • 1.58-bit quantization (ternary: -1, 0, +1)
  • Efficient bitpacked storage
  • Fast dequantization paths

• RLM (Reasoning Language Model) Components

  • rlm_embedder.rs - Embedding layer with ternary weights
  • rlm_refiner.rs - Refinement passes for improved accuracy

• Expert Cache with MoE Support

  • expert_cache.rs - Mixture-of-Experts caching
  • Dynamic expert loading/unloading

• GGUF Export

  • gguf_export.rs - Export to GGUF format for llama.cpp compatibility

• Evaluation & Tracing

  • eval.rs - Model evaluation utilities
  • trace.rs - Inference tracing and debugging

Other Updates

• ruvector-sona v0.1.5: Added Debug implementation for SonaEngine
• ruvector-crv v0.1.1: Added README for crates.io documentation
• rvlite v0.3.0: Standalone vector database with 22 WASM module integrations
• Workspace version: Bumped to 2.0.2

Related PRs

• docs: Add ADR-017 and DDD for Craftsman Ultra 30b 1bit BitNet integration #151 - BitNet integration (merged)
• docs: Add ADR-018 through ADR-023 and DDD for temporal tensor store #156 - Temporal tensor store ADRs (merged)

Documentation

• ADR-017: Craftsman Ultra 30b 1-bit BitNet integration
• DDD: BitNet quantizer module design
• Research: Craftsman Ultra 30b 1-bit analysis