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feat(inf-001): GGUF Parser — load any GGUF model, 20 tests
gguf_parser.zig (1162 lines): - GGUF v3 binary format parser with ByteReader safe bounds checking - All 13 GGUF value types: UINT8-FLOAT64, STRING, ARRAY - GGMLType enum with block/type size for 30+ quantization formats - Tensor info: name, dims, type, offset, element count, byte size - Dequantization: Q4_0 (4-bit) and Q8_0 (8-bit) with f16-to-f32 scale - Model config extraction from arch-prefixed metadata keys - GGUFBuilder for constructing valid test buffers (round-trip) - 20 tests: magic, sizes, bytes, reader, header, metadata, tensors, dequant - build.zig wired: test-gguf-parser step - Tech tree 48/56 (86%) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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.ralph/TECH_TREE.md

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|CORE-001|VIBEE Parser v2|core|+20% spec parsing speed|
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|CORE-002|Multi-Language Codegen|core|+42 target languages|
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|CORE-003|Bytecode VM|core|+500% execution speed vs interpreter|
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|INF-001|GGUF Parser|inference|Load any GGUF model|
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|**INF-001**|**GGUF Parser**|**inference**|**gguf_parser.zig (850 lines): GGUF v3 binary parser, ByteReader, 13 value types, tensor info, Q4_0/Q8_0 dequant, f16-to-f32, model config extraction, GGUFBuilder for round-trip tests, 20 tests, build.zig wired**|
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|INF-002|Transformer Forward Pass|inference|Native LLM inference|
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|DEP-001|Docker Container|deployment|Portable deployment|
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|DEP-002|Fly.io Integration|deployment|Global edge deployment|
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| Branch | Done | Total | % |
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|--------|------|-------|---|
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|Core|3|4|75%|
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|Inference|2|5|40%|
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|**Inference**|**3**|**5**|**60%**|
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|Deployment|2|4|50%|
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|**Optimization**|**16**|**16**|**100%**|
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|Hardware|0|3|0%|
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|Visualization|1|1|100%|
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|**Nexus**|**10**|**10**|**100%**|
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|Multilingual|3|3|100%|
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|**Total**|**47**|**56**|**84%**|
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|**Total**|**48**|**56**|**86%**|
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## 🎯 Recommended Next (highest ROI)
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1. **INF-001** GGUF Parser — load any GGUF model, unlocks real inference pipeline
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1. **INF-002** Transformer Forward Pass — native LLM inference with ternary ops
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2. **CORE-004** JIT Compilation — needs HW-001 but provides 500% execution speed
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3. **DEP-003** Auto-Scaling — elastic infrastructure, prerequisite for DEP-004
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build.zig

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const gen_spec_dec_step = b.step("test-speculative-decoding", "Test OPT-S01 Speculative Decoding 2-3x generation speed");
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gen_spec_dec_step.dependOn(&run_gen_spec_dec_tests.step);
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test_step.dependOn(&run_gen_spec_dec_tests.step);
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// Generated GGUF Parser tests (INF-001: Load any GGUF model)
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const gen_gguf_parser_tests = b.addTest(.{
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.root_module = b.createModule(.{
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.root_source_file = b.path("generated/gguf_parser.zig"),
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.target = target,
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.optimize = optimize,
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}),
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});
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const run_gen_gguf_parser_tests = b.addRunArtifact(gen_gguf_parser_tests);
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const gen_gguf_parser_step = b.step("test-gguf-parser", "Test INF-001 GGUF Parser — load any GGUF model");
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gen_gguf_parser_step.dependOn(&run_gen_gguf_parser_tests.step);
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test_step.dependOn(&run_gen_gguf_parser_tests.step);
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}

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