ornith-35b-nvfp4-2026-07-04.jsonl

{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "harness": "protoLab evals @ claw-eval 49d2b6a", "judge": "protolabs/reasoning", "budget": 8192, "kind": "gate", "suite": "claw_paired", "n": 35, "metric": "mean_task_score", "value": 0.677, "baseline_fp8_prod": 0.672, "trials": 1, "grading": "judged", "note": "T28 excluded; 3 outliers re-trialed x3 both sides (T26 flip was baseline drift, not quant)", "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "harness": "protoLab evals @ claw-eval 49d2b6a", "judge": "protolabs/reasoning", "budget": 8192, "kind": "gate", "suite": "function_call", "n": 54, "metric": "pass_rate", "value": 0.944, "baseline_fp8_prod": 0.93, "trials": 1, "grading": "deterministic", "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "harness": "protoLab evals @ claw-eval 49d2b6a", "judge": "protolabs/reasoning", "budget": 8192, "kind": "gate", "suite": "reasoning_v2", "n": 24, "metric": "mean_task_score", "value": 0.889, "stddev": 0.042, "baseline_fp8_prod": 0.882, "baseline_stddev": 0.021, "trials": 3, "baseline_trials": 3, "grading": "solver", "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "harness": "protoLab evals @ claw-eval 49d2b6a", "judge": "protolabs/reasoning", "budget": 8192, "kind": "gate", "suite": "code_spec_delta", "n": 8, "metric": "mean_score", "value": 0.58, "stddev": 0.062, "baseline_fp8_prod": 0.616, "trials": 3, "grading": "exec", "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "harness": "verify_coherence adversarial", "judge": "protolabs/reasoning", "kind": "coherence", "suite": "depth_coherence", "config": "4096,16384,32768,60000", "metric": "rungs_clean", "value": 4, "n": 4, "grading": "detectors+judge", "note": "needle recall perfect all rungs, zero degeneration flags", "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "kind": "speed", "engine": "vLLM 0.22.1", "hardware": "RTX PRO 6000 Blackwell (sm120), 1x GPU", "method": "speed-test-v2 quick (vllm bench serve, random, fixed seed)", "regime": "chat_1k_1k", "concurrency": 1, "metric": "agg_tok_s", "value": 207.8, "ttft_p50_ms": 62, "tpot_p50_ms": 4.8, "goodput": 0.2, "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "kind": "speed", "engine": "vLLM 0.22.1", "hardware": "RTX PRO 6000 Blackwell (sm120), 1x GPU", "method": "speed-test-v2 quick (vllm bench serve, random, fixed seed)", "regime": "chat_1k_1k", "concurrency": 8, "metric": "agg_tok_s", "value": 950.6, "ttft_p50_ms": 297, "tpot_p50_ms": 7.8, "goodput": 0.81, "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "kind": "speed", "engine": "vLLM 0.22.1", "hardware": "RTX PRO 6000 Blackwell (sm120), 1x GPU", "method": "speed-test-v2 quick (vllm bench serve, random, fixed seed)", "regime": "context_8k_1k", "concurrency": 1, "metric": "agg_tok_s", "value": 194.2, "ttft_p50_ms": 305, "tpot_p50_ms": 4.9, "goodput": 0.19, "vram_gb": 25.0}
{"model": "deepreinforce-ai/Ornith-1.0-35B", "quant": "nvfp4-w4a4-calibrated", "artifact": "protoLabsAI/Ornith-1.0-35B-NVFP4", "date": "2026-07-04", "kind": "speed", "engine": "vLLM 0.22.1", "hardware": "RTX PRO 6000 Blackwell (sm120), 1x GPU", "method": "speed-test-v2 quick (vllm bench serve, random, fixed seed)", "regime": "context_8k_1k", "concurrency": 8, "metric": "agg_tok_s", "value": 738.4, "ttft_p50_ms": 1520, "tpot_p50_ms": 9.3, "goodput": 0.64, "vram_gb": 25.0}