Download reports/benchmark-coreml.json from FluidInference/laya-coreml: direct link, hf CLI and curl.
- Browser
- Download file 5.02 kB
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https://huggingface.co/FluidInference/laya-coreml/resolve/main/reports/benchmark-coreml.json
- Command line
-
hf download hf://FluidInference/laya-coreml/reports/benchmark-coreml.json
-
curl -L -o benchmark-coreml.json https://huggingface.co/FluidInference/laya-coreml/resolve/main/reports/benchmark-coreml.json
5.02 kB
| { | |
| "chip" : "Apple M5 Pro", | |
| "elapsed_s" : 23.682847023010254, | |
| "latency_ms" : { | |
| "p50" : 5.3144580000000001, | |
| "p95" : 18.081707999999999 | |
| }, | |
| "lengths" : [ | |
| 128, | |
| 256, | |
| 512, | |
| 1024 | |
| ], | |
| "load_s" : 2.8048709630966187, | |
| "questions" : 3899, | |
| "suites" : { | |
| "app.email_spam" : { | |
| "accuracy" : 0.99250000000000005, | |
| "buckets" : { | |
| "L128" : 98, | |
| "L256" : 117, | |
| "L512" : 93, | |
| "L1024" : 92 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 6.297625, | |
| "p95" : 18.979500000000002 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.0070431232452392578, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 9 | |
| }, | |
| "app.guardrails_jailbreak" : { | |
| "accuracy" : 0.8075, | |
| "buckets" : { | |
| "L128" : 285, | |
| "L256" : 59, | |
| "L512" : 53, | |
| "L1024" : 3 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 4.1935419999999999, | |
| "p95" : 9.8876670000000004 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.01729881763458252, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 0.99750000000000005, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "app.model_routing_domain" : { | |
| "accuracy" : 0.44110275689223055, | |
| "buckets" : { | |
| "L128" : 137, | |
| "L256" : 261, | |
| "L512" : 1 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 5.391, | |
| "p95" : 6.2202919999999997 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.014412820339202881, | |
| "n" : 399, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 399, | |
| "state_truncated" : 0 | |
| }, | |
| "app.moderation_toxicity" : { | |
| "accuracy" : 0.53500000000000003, | |
| "buckets" : { | |
| "L128" : 306, | |
| "L256" : 54, | |
| "L512" : 37, | |
| "L1024" : 3 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 3.8999999999999999, | |
| "p95" : 9.4122920000000008 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.0036969184875488281, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "app.phishing" : { | |
| "accuracy" : 0.99250000000000005, | |
| "buckets" : { | |
| "L128" : 76, | |
| "L256" : 111, | |
| "L512" : 104, | |
| "L1024" : 109 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 8.9892920000000007, | |
| "p95" : 18.856666000000001 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.003923460841178894, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 7 | |
| }, | |
| "app.rag_relevance" : { | |
| "accuracy" : 0.67249999999999999, | |
| "buckets" : { | |
| "L128" : 135, | |
| "L256" : 262, | |
| "L512" : 3 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 5.4204169999999996, | |
| "p95" : 6.3289999999999997 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.0088013410568237305, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "app.support_triage" : { | |
| "accuracy" : 0.54249999999999998, | |
| "buckets" : { | |
| "L256" : 377, | |
| "L512" : 23 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 5.5369999999999999, | |
| "p95" : 9.0276250000000005 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.0048961937427520752, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 0.99750000000000005, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "jev.ag_news" : { | |
| "accuracy" : 0.93500000000000005, | |
| "buckets" : { | |
| "L128" : 368, | |
| "L256" : 32 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 4.6144170000000004, | |
| "p95" : 7.2706249999999999 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.010490596294403076, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "jev.emotion" : { | |
| "accuracy" : 0.53749999999999998, | |
| "buckets" : { | |
| "L128" : 400 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 4.0142920000000002, | |
| "p95" : 4.3915829999999998 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.020582765340805054, | |
| "n" : 400, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 400, | |
| "state_truncated" : 0 | |
| }, | |
| "massive_intent.en" : { | |
| "accuracy" : 0.65666666666666662, | |
| "buckets" : { | |
| "L256" : 300 | |
| }, | |
| "dropped" : 0, | |
| "latency_ms" : { | |
| "p50" : 5.3079169999999998, | |
| "p95" : 6.1710409999999998 | |
| }, | |
| "max_probability_delta_vs_reference" : 0.019814342260360718, | |
| "n" : 300, | |
| "reference_argmax_agreement" : 1, | |
| "reference_compared" : 300, | |
| "state_truncated" : 0 | |
| } | |
| } | |
| } |