{ "layers": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15 ], "bits": [ 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125, 1.0103125 ], "params": [ 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400, 419430400 ], "avg_bits": 1.0103125, "quantized_params": 6710886400, "ppl": 156.0718231201172, "config": { "stages": 2, "nsamples": 32, "seqlen": 2048, "no_rht": false, "no_ldlq": false, "alloc": "uniform", "spread": 1, "ppl_limit": 20, "rtn": null, "fp16": false, "tag": "main10" }, "ppl_secs": 36.35476326942444 }