Falcon3-1B-lora-BF16 / Falcon3-1B-FP4-lora-BF16-Evaluation_Results.json
HabibAhmed's picture
Upload folder using huggingface_hub
3d57faf verified
{
"eval_loss:": 2.1447554257746853,
"perplexity:": 8.539952329632774,
"performance_metrics:": {
"accuracy:": 0.986648865153538,
"precision:": 1.0,
"recall:": 1.0,
"f1:": 1.0,
"bleu:": 0.8564218367265185,
"rouge:": {
"rouge1": 0.91543016130485,
"rouge2": 0.9138359443613912,
"rougeL": 0.9152824001765496
},
"semantic_similarity_avg:": 0.9815917015075684
},
"mauve:": 0.6944077061899387,
"inference_performance:": {
"min_latency_ms": 46.21577262878418,
"max_latency_ms": 2011.3954544067383,
"lower_quartile_ms": 1509.6281170845032,
"median_latency_ms": 1558.3690404891968,
"upper_quartile_ms": 1595.356523990631,
"avg_latency_ms": 1381.0891045110725,
"min_memory_gb": 0.09034490585327148,
"max_memory_gb": 0.09083318710327148,
"lower_quartile_gb": 0.09034490585327148,
"median_memory_gb": 0.09083318710327148,
"upper_quartile_gb": 0.09083318710327148,
"avg_memory_gb": 0.09066173454152249,
"model_load_memory_gb": 4.586329460144043,
"avg_inference_memory_gb": 0.09066173454152249
}
}