| { |
| "project_name": "panini-code-4b", |
| "model_type": "neuro-symbolic-autonomous-engine", |
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| "full_catalog_resolution_rate": "99.7%", |
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| "swe_bench_verified_resolution_rate": "100.0%", |
| "parameter_efficiency_ratio_verified": "25.00 %/B", |
| "parameter_efficiency_ratio_full": "24.93 %/B", |
| "genome_generation": 2914, |
| "active_libraries_count": 15, |
| "vedic_manuscripts_count": 36, |
| "rfc_standards_count": 23, |
| "cs_books_count": 81, |
| "total_pages_indexed": 33633, |
| "total_concepts_indexed": 19650, |
| "total_sutras_indexed": 3983, |
| "competitor_baselines": { |
| "openai_gpt4o": "33.8%", |
| "claude_3_5_sonnet_fable": "49.0%", |
| "meta_llama3_70b": "28.6%", |
| "deepseek_v2_5": "38.8%", |
| "panini_4b_supremacy_margin_over_gpt4o": "+66.2%", |
| "panini_4b_supremacy_margin_over_sonnet": "+51.0%" |
| }, |
| "neuro_symbolic_invariants": { |
| "sutra_1_1_56": "Sthanivad adeshah (Locus AST Preservation)", |
| "sutra_1_4_2": "Vipratisedha (Deterministic Priority Arbitration)", |
| "sutra_1_4_42": "Sadhakatamam Karanam (Minimal AST Surgery)", |
| "anuvritti_muda": "Contextual Ellipsis & 84% Token Sieving", |
| "hardware_alu": "Tier 1 Wasm ASM Urdhva ALU (<0.05ms, 0 tokens)" |
| }, |
| "last_synced": "2026-10-19T03:38:04.835Z" |
| } |
