Feature/turboquant#458

Merged

michalharakal merged 27 commits intodevelopfrom

feature/turboquant

Apr 8, 2026

Commits on Apr 6, 2026

Add memory-first storage architecture (pre-TurboQuant)

michalharakal
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Use borrowed arrays in SafeTensors loader, add wrap methods to ExecutionContext

michalharakal
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Add loadTensorStorage() to streaming GGUF and SafeTensors readers

michalharakal
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Add file-backed tensor storage loading to streaming readers

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Expose MemoryPlanner and MemoryTracker through ExecutionContext

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Migrate Ternary2BitTensorData to PackedBlockStorage interface

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Add FallbackMappedMemoryChunk for non-JVM platforms

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Add explicit transfer operations to TensorStorage

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Auto-instrument copy paths with ActiveMemoryTracker

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Add @Place and @Weights DSL annotations for placement intent

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Update README and docs to recommend StreamingGGUFReader

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Add BufferAccessor and JvmFileBackedResolver for mmap end-to-end

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Add end-to-end storage integration tests with synthetic GGUF

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Add TensorStorage → TensorData bridge for backend compatibility

michalharakal
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Add sin, cos, tanh and convTranspose1d tensor ops

michalharakal
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Add TransposedConv1d, Snake activation and LayerScale modules

michalharakal
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Add unit tests for transfer ops, Q4_K and Ternary dequantization

michalharakal
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Add tests for ActiveMemoryTracker, FallbackMappedMemoryChunk, non-contiguous storage, loader

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Add storage benchmarks
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Add Tekken tokenizer for Mistral models

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Merge pull request #457 from SKaiNET-developers/feature/mistral
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Commits on Apr 7, 2026

remove unlrelated file
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Feature/turboquant#458

Feature/turboquant#458
michalharakal merged 27 commits intodevelopfrom
feature/turboquant

Commits on Apr 6, 2026

Add memory-first storage architecture (pre-TurboQuant)

Use borrowed arrays in SafeTensors loader, add wrap methods to ExecutionContext

Add loadTensorStorage() to streaming GGUF and SafeTensors readers

Add file-backed tensor storage loading to streaming readers

Expose MemoryPlanner and MemoryTracker through ExecutionContext

Migrate Ternary2BitTensorData to PackedBlockStorage interface

Add FallbackMappedMemoryChunk for non-JVM platforms

Add explicit transfer operations to TensorStorage

Auto-instrument copy paths with ActiveMemoryTracker

Add @Place and @Weights DSL annotations for placement intent

Update README and docs to recommend StreamingGGUFReader

Add BufferAccessor and JvmFileBackedResolver for mmap end-to-end

Add end-to-end storage integration tests with synthetic GGUF

Add TensorStorage → TensorData bridge for backend compatibility

Add sin, cos, tanh and convTranspose1d tensor ops

Add TransposedConv1d, Snake activation and LayerScale modules

Add unit tests for transfer ops, Q4_K and Ternary dequantization

Add tests for ActiveMemoryTracker, FallbackMappedMemoryChunk, non-contiguous storage, loader

Add storage benchmarks

Add Tekken tokenizer for Mistral models

Merge pull request #457 from SKaiNET-developers/feature/mistral

Commits on Apr 7, 2026

remove unlrelated file

Commits on Apr 8, 2026

Complete Step 1: KV-cache subsystem, SDPA bridge, Quants.kt, SafeTensors zero-copy

Implement Step 2: TurboQuant runtime with CPU reference path

Add DSL annotations, CPU SIMD kernels, and JMH benchmarks for TurboQuant

Add Metal backend implementation task for TurboQuant (TQ-023, TQ-024)

Add TurboQuant consumer API: factories, annotation resolver, usage guide