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Model weight decompilation:
- GGUF v2/v3 parser (self-contained, no ruvllm dep)
- Safetensors JSON header parser
- Architecture inference from tensor shapes (GQA, FFN, vocab)
- Tokenizer extraction, quantization detection
- Witness chain for model provenance
- 6 integration tests, behind `model` feature flag
API probing (live tested):
- Probes Claude, OpenAI, Gemini APIs without weight access
- Detects: streaming, tools, system_prompt, vision capabilities
- Measures: latency, tokens/sec, tokenizer type
- Model fingerprinting via self-identification + math tests
- Verified: Gemini 2.0 Flash (556ms, 46 tok/s, all caps detected)
CLI: npx ruvector decompile --model file.gguf
npx ruvector decompile --api gemini-2.0-flash
78 Rust tests passing.
Co-Authored-By: claude-flow <ruv@ruv.net>
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| .. | ||
| ground_truth.rs | ||
| integration.rs | ||
| model_decompiler.rs | ||
| real_world.rs | ||