{ "model_type": "vortex-embed", "architectures": ["VortexEmbedV3"], "vocab_size": 29528, "embedding_dim": 256, "block_size": 32, "num_blocks": 8, "quantization": "lf4", "bits": 4, "compression_vs_fp32": 6.4, "original_model": "VTXAI/Vortex-Embed-4.7M", "base_model": "VTXAI/Vortex-Embed-4.7M", "sif_a": 0.01, "sif_pc": 1.0, "pc_k": 1, "notes": "v3 = sentence-similarity RAG model. No code-search knobs. Spearman 0.7560 on STS-B test." }