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Browse files- .ipynb_checkpoints/Falcon3-1B-FP16-lora-BF16-Evaluation_Results-checkpoint.json +32 -0
- Falcon3-1B-FP16-lora-BF16-Evaluation_Results.json +34 -0
- Falcon3-1B-FP16-lora-BF16-Inference_Curve.png +0 -0
- Falcon3-1B-FP16-lora-BF16-Latency_Histogram.png +0 -0
- Falcon3-1B-FP16-lora-BF16-Memory_Histogram.png +0 -0
- Falcon3-1B-FP16-lora-BF16-Memory_Usage_Curve.png +0 -0
.ipynb_checkpoints/Falcon3-1B-FP16-lora-BF16-Evaluation_Results-checkpoint.json
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{
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"eval_loss": 2.050020990189468,
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"perplexity": 7.768064157733997,
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"performance_metrics": {
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"accuracy:": 0.9666221628838452,
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"precision:": 1.0,
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"recall:": 1.0,
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"f1:": 1.0,
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"bleu:": 0.8543704377273225,
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"rouge:": {
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"rouge1": 0.9106147836704825,
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"rouge2": 0.9066116857854712,
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"rougeL": 0.9095088305670392
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},
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"semantic_similarity_avg:": 0.9741736054420471
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},
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"mauve": 0.9183583018800073,
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"inference_performance": {
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"min_latency_ms": 23.571014404296875,
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"max_latency_ms": 1258.0935955047607,
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"lower_quartile_ms": 813.8142228126526,
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"median_latency_ms": 1087.252140045166,
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"upper_quartile_ms": 1121.3715076446533,
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"avg_latency_ms": 894.5596692399762,
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"min_memory_mb": 0.0,
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"max_memory_mb": 0.00439453125,
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"lower_quartile_mb": 0.0,
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"median_memory_mb": 0.0,
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"upper_quartile_mb": 0.0,
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"avg_memory_mb": 2.9335989652870494e-06
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}
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}
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Falcon3-1B-FP16-lora-BF16-Evaluation_Results.json
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{
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"eval_loss:": 1.9311989277442083,
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"perplexity:": 6.897775220119944,
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"performance_metrics:": {
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"accuracy:": 0.9826435246995995,
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"precision:": 1.0,
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"recall:": 1.0,
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"f1:": 1.0,
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"bleu:": 0.8674816754158438,
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"rouge:": {
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"rouge1": 0.9233287188838122,
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"rouge2": 0.9215922862963115,
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"rougeL": 0.9230407771578816
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},
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"semantic_similarity_avg:": 0.9837943315505981
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},
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"mauve:": 0.6879898985610357,
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"inference_performance:": {
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"min_latency_ms": 28.52606773376465,
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"max_latency_ms": 1896.172046661377,
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"lower_quartile_ms": 1063.4836554527283,
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"median_latency_ms": 1146.3901996612549,
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"upper_quartile_ms": 1169.2450046539307,
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"avg_latency_ms": 1017.8319195084006,
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"min_memory_gb": 0.06690740585327148,
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"max_memory_gb": 0.06739568710327148,
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"lower_quartile_gb": 0.06690740585327148,
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"median_memory_gb": 0.06739568710327148,
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"upper_quartile_gb": 0.06739568710327148,
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"avg_memory_gb": 0.06722423454152249,
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"model_load_memory_gb": 6.151503562927246,
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"avg_inference_memory_gb": 0.06722423454152249
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}
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}
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Falcon3-1B-FP16-lora-BF16-Inference_Curve.png
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Falcon3-1B-FP16-lora-BF16-Latency_Histogram.png
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Falcon3-1B-FP16-lora-BF16-Memory_Histogram.png
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Falcon3-1B-FP16-lora-BF16-Memory_Usage_Curve.png
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