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KV-cache trace fidelity: shared-cache variants still bake K=V=0 under embedConstants

Status: Open.

#194 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Jun 25, 2026

Hoist quant packing + RowDequantSource out of sk.ainet.models.gemma into shared layers

Status: Open.

#184 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Jun 17, 2026

Eager NATIVE_OPTIMIZED: keep Q8_0 matmul weights packed (pre-transpose marker) so gemma fits + runs fast on the SL2610

enhancementNew feature or requestNew feature or request

Status: Open.

#178 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Jun 15, 2026

Packed SIMD matmul kernel for Q5_1 / Q5_0 (keep NATIVE_OPTIMIZED fast, not dequant-to-FP32)

enhancementNew feature or requestNew feature or request

Status: Open.

#170 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Jun 7, 2026

Phase 4 readiness: validate DSL Qwen output against HF reference on real GGUFs

Status: Open.

#118 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 4, 2026

Kotlin/Native inference produces deterministic nonsense across model families and runtime paths (JVM unaffected)

Status: Open.

#104 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 2, 2026

Apertus xIELU formula / param-space mismatch — forward pass NaN's on real Apertus-8B Q4_K_S

Status: Open.

#103 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 2, 2026

Apertus: NATIVE_OPTIMIZED Q4_K end-to-end inference broken — needs block-major tensor-data wrappers

Status: Open.

#100 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 2, 2026

Kotlin/Native inference produces nonsense tokens across model families and runtime paths (JVM unaffected)

Status: Open.

#99 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 2, 2026

Published BOM 0.21.1 imports unresolvable sk.ainet:skainet-bom:0.21.0

Status: Open.

#97 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on May 2, 2026

Unified Model Pipeline with Decoupled Tool Calling

Status: Open.

#49 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Apr 11, 2026

evaluate inference speedup with radix KV cache

Status: Open.

#45 In SKaiNET-developers/SKaiNET-transformers;

· michalharakal opened on Apr 9, 2026