Download reports/benchmark-coreml-e8.json from FluidInference/laya-coreml: direct link, hf CLI and curl.
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- Command line
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5.06 kB
| { | |
| "chip" : "Apple M5 Pro", | |
| "elapsed_s" : 127.73304998874664, | |
| "latency_ms" : { | |
| "p50" : 5.3043329999999997, | |
| "p95" : 18.064624999999999 | |
| }, | |
| "lengths" : [ | |
| 128, | |
| 256, | |
| 512, | |
| 1024 | |
| ], | |
| "load_s" : 30.526584982872009, | |
| "questions" : 3899, | |
| "suites" : { | |
| "app.email_spam" : { | |
| "accuracy" : 0.99250000000000005, | |
| "buckets" : { | |
| "L128" : 98, | |
| "L256" : 117, | |
| "L512" : 93, | |
| "L1024" : 92 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 7.062875, | |
| "p95" : 18.560207999999999 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.024192176759243011, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 9 | |
| }, | |
| "app.guardrails_jailbreak" : { | |
| "accuracy" : 0.81000000000000005, | |
| "buckets" : { | |
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| "L256" : 59, | |
| "L512" : 53, | |
| "L1024" : 3 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 4.0982079999999996, | |
| "p95" : 9.5879580000000004 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.80097097158432007, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 0.98999999999999999, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "app.model_routing_domain" : { | |
| "accuracy" : 0.45363408521303256, | |
| "buckets" : { | |
| "L128" : 137, | |
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| "L512" : 1 | |
| }, | |
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| "max_probability_delta_vs_reference" : 0.077826619148254395, | |
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| "reference_argmax_agreement" : 0.97493734335839599, | |
| "reference_compared" : 399, | |
| "state_truncated" : 0 | |
| }, | |
| "app.moderation_toxicity" : { | |
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| "app.phishing" : { | |
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| "L1024" : 109 | |
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| "max_probability_delta_vs_reference" : 0.034952796995639801, | |
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| "reference_compared" : 400, | |
| "state_truncated" : 7 | |
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| "app.rag_relevance" : { | |
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| "L512" : 3 | |
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| "max_probability_delta_vs_reference" : 0.030605673789978027, | |
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| }, | |
| "app.support_triage" : { | |
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| "L512" : 23 | |
| }, | |
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| "jev.ag_news" : { | |
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| "max_probability_delta_vs_reference" : 0.086301475763320923, | |
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| "reference_argmax_agreement" : 0.995, | |
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| }, | |
| "massive_intent.en" : { | |
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| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
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| }, | |
| "max_probability_delta_vs_reference" : 0.14386069774627686, | |
| "n" : 300, | |
| "reference_argmax_agreement" : 0.98666666666666669, | |
| "reference_compared" : 300, | |
| "state_truncated" : 0 | |
| } | |
| } | |
| } |