{ "system": { "cpu": "AMD RYZEN AI MAX+ 395 w/ Radeon 8060S", "threads": 16, "estimated_power_w": 55, "gpu_idle_w": 19.034 }, "model": { "name": "BitNet b1.58 2B-4T", "size_mb": 1187.310112, "quantization": "I2_S", "params_b": 2.4 }, "vanilla": { "gen_tok_s": 70.65875, "prefill_tok_s": 418.80875000000003, "tokens_per_watt": 1.2847045454545454, "joules_per_token": 0.7783890884002336 }, "medusa": { "speedup": 2.21, "effective_gen_tok_s": 156.1558375, "tokens_per_watt": 2.8391970454545454, "joules_per_token": 0.3522122571946758, "head_acceptance_rates": [ 0.676, 0.332, 0.142, 0.063 ], "model_overhead_mb": 13 }, "runs": [ { "prompt": "The theory of general relativity explains that gra", "gen_tokens": 255, "gen_tok_s": 72.85, "gen_ms": 3500.54, "wall_time_s": 4.037447690963745, "gpu_power_w": 55.56399999999999, "prefill_tok_s": 409.07, "prefill_tokens": 11 }, { "prompt": "In machine learning, the backpropagation algorithm", "gen_tokens": 255, "gen_tok_s": 73.06, "gen_ms": 3490.44, "wall_time_s": 4.035763740539551, "gpu_power_w": 93.0945, "prefill_tok_s": 524.36, "prefill_tokens": 12 }, { "prompt": "The process of photosynthesis in plants begins whe", "gen_tokens": 255, "gen_tok_s": 70.89, "gen_ms": 3597.27, "wall_time_s": 4.124392509460449, "gpu_power_w": 88.07650000000001, "prefill_tok_s": 384.99, "prefill_tokens": 11 }, { "prompt": "Quantum computing differs from classical computing", "gen_tokens": 255, "gen_tok_s": 70.03, "gen_ms": 3641.47, "wall_time_s": 4.179380416870117, "gpu_power_w": 81.052, "prefill_tok_s": 422.67, "prefill_tokens": 12 }, { "prompt": "The French Revolution of 1789 was triggered by a c", "gen_tokens": 255, "gen_tok_s": 69.49, "gen_ms": 3669.71, "wall_time_s": 4.209581136703491, "gpu_power_w": 80.052, "prefill_tok_s": 429.87, "prefill_tokens": 14 }, { "prompt": "To implement a binary search tree in Python, you f", "gen_tokens": 255, "gen_tok_s": 69.95, "gen_ms": 3645.56, "wall_time_s": 4.1900246143341064, "gpu_power_w": 80.05000000000001, "prefill_tok_s": 375.65, "prefill_tokens": 14 }, { "prompt": "The human immune system fights infections through ", "gen_tokens": 255, "gen_tok_s": 69.35, "gen_ms": 3676.87, "wall_time_s": 4.23237681388855, "gpu_power_w": 80.04650000000001, "prefill_tok_s": 374.29, "prefill_tokens": 11 }, { "prompt": "Climate change is primarily driven by greenhouse g", "gen_tokens": 255, "gen_tok_s": 69.65, "gen_ms": 3661.33, "wall_time_s": 4.202062129974365, "gpu_power_w": 80.0505, "prefill_tok_s": 429.57, "prefill_tokens": 11 } ] }