tinynext / v2 /metrics /tinynext-v1.json
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v2: training script, eval harness, eval set and baseline metrics
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{
"model": "tinynext-v1",
"sees_after": false,
"cutoffs": {
"0.3": {
"articles/typing": {
"pauses": 1000,
"shown": 0.11,
"right": 0.4909,
"avg_right_chars": 5.24,
"multiword_shown": 0.019,
"multiword_right": 0.3684,
"saved_with_tab": 0.0236,
"saved_word_by_word": 0.0252
},
"articles/editing": {
"pauses": 1000,
"shown": 0.081,
"right": 0.5309,
"avg_right_chars": 5.37,
"multiword_shown": 0.018,
"multiword_right": 0.6111,
"saved_with_tab": 0.0192,
"saved_word_by_word": 0.0199
},
"messages/typing": {
"pauses": 1000,
"shown": 0.137,
"right": 0.4891,
"avg_right_chars": 5.25,
"multiword_shown": 0.042,
"multiword_right": 0.5238,
"saved_with_tab": 0.0293,
"saved_word_by_word": 0.0313
},
"messages/editing": {
"pauses": 1000,
"shown": 0.141,
"right": 0.4539,
"avg_right_chars": 5.39,
"multiword_shown": 0.043,
"multiword_right": 0.4419,
"saved_with_tab": 0.0288,
"saved_word_by_word": 0.0316
},
"email/typing": {
"pauses": 1000,
"shown": 0.182,
"right": 0.5165,
"avg_right_chars": 5.76,
"multiword_shown": 0.042,
"multiword_right": 0.3333,
"saved_with_tab": 0.0451,
"saved_word_by_word": 0.0483
},
"email/editing": {
"pauses": 1000,
"shown": 0.188,
"right": 0.5372,
"avg_right_chars": 5.47,
"multiword_shown": 0.041,
"multiword_right": 0.4878,
"saved_with_tab": 0.046,
"saved_word_by_word": 0.0486
}
},
"0.4": {
"articles/typing": {
"pauses": 1000,
"shown": 0.074,
"right": 0.6081,
"avg_right_chars": 5.07,
"multiword_shown": 0.007,
"multiword_right": 0.4286,
"saved_with_tab": 0.019,
"saved_word_by_word": 0.0192
},
"articles/editing": {
"pauses": 1000,
"shown": 0.057,
"right": 0.5614,
"avg_right_chars": 5.34,
"multiword_shown": 0.007,
"multiword_right": 0.8571,
"saved_with_tab": 0.0143,
"saved_word_by_word": 0.0143
},
"messages/typing": {
"pauses": 1000,
"shown": 0.092,
"right": 0.6304,
"avg_right_chars": 5.14,
"multiword_shown": 0.026,
"multiword_right": 0.5769,
"saved_with_tab": 0.0248,
"saved_word_by_word": 0.0261
},
"messages/editing": {
"pauses": 1000,
"shown": 0.094,
"right": 0.5638,
"avg_right_chars": 5.26,
"multiword_shown": 0.019,
"multiword_right": 0.5789,
"saved_with_tab": 0.0232,
"saved_word_by_word": 0.0239
},
"email/typing": {
"pauses": 1000,
"shown": 0.13,
"right": 0.6,
"avg_right_chars": 5.63,
"multiword_shown": 0.024,
"multiword_right": 0.4583,
"saved_with_tab": 0.0366,
"saved_word_by_word": 0.038
},
"email/editing": {
"pauses": 1000,
"shown": 0.143,
"right": 0.6224,
"avg_right_chars": 5.39,
"multiword_shown": 0.023,
"multiword_right": 0.6957,
"saved_with_tab": 0.04,
"saved_word_by_word": 0.0408
}
},
"0.5": {
"articles/typing": {
"pauses": 1000,
"shown": 0.051,
"right": 0.7059,
"avg_right_chars": 5.06,
"multiword_shown": 0.002,
"multiword_right": 0.5,
"saved_with_tab": 0.0152,
"saved_word_by_word": 0.0152
},
"articles/editing": {
"pauses": 1000,
"shown": 0.037,
"right": 0.6486,
"avg_right_chars": 5.12,
"multiword_shown": 0.005,
"multiword_right": 1.0,
"saved_with_tab": 0.0103,
"saved_word_by_word": 0.0103
},
"messages/typing": {
"pauses": 1000,
"shown": 0.062,
"right": 0.7581,
"avg_right_chars": 5.04,
"multiword_shown": 0.01,
"multiword_right": 0.8,
"saved_with_tab": 0.0198,
"saved_word_by_word": 0.0198
},
"messages/editing": {
"pauses": 1000,
"shown": 0.071,
"right": 0.6338,
"avg_right_chars": 5.16,
"multiword_shown": 0.009,
"multiword_right": 0.5556,
"saved_with_tab": 0.0193,
"saved_word_by_word": 0.0197
},
"email/typing": {
"pauses": 1000,
"shown": 0.093,
"right": 0.6774,
"avg_right_chars": 5.68,
"multiword_shown": 0.016,
"multiword_right": 0.4375,
"saved_with_tab": 0.0298,
"saved_word_by_word": 0.0305
},
"email/editing": {
"pauses": 1000,
"shown": 0.098,
"right": 0.6939,
"avg_right_chars": 5.22,
"multiword_shown": 0.009,
"multiword_right": 0.6667,
"saved_with_tab": 0.0296,
"saved_word_by_word": 0.0297
}
},
"0.6": {
"articles/typing": {
"pauses": 1000,
"shown": 0.036,
"right": 0.8056,
"avg_right_chars": 5.07,
"multiword_shown": 0.002,
"multiword_right": 0.5,
"saved_with_tab": 0.0123,
"saved_word_by_word": 0.0123
},
"articles/editing": {
"pauses": 1000,
"shown": 0.024,
"right": 0.6667,
"avg_right_chars": 5.0,
"multiword_shown": 0.003,
"multiword_right": 1.0,
"saved_with_tab": 0.0067,
"saved_word_by_word": 0.0067
},
"messages/typing": {
"pauses": 1000,
"shown": 0.041,
"right": 0.7805,
"avg_right_chars": 4.94,
"multiword_shown": 0.007,
"multiword_right": 0.8571,
"saved_with_tab": 0.0132,
"saved_word_by_word": 0.0132
},
"messages/editing": {
"pauses": 1000,
"shown": 0.045,
"right": 0.6667,
"avg_right_chars": 5.0,
"multiword_shown": 0.003,
"multiword_right": 0.3333,
"saved_with_tab": 0.0125,
"saved_word_by_word": 0.0125
},
"email/typing": {
"pauses": 1000,
"shown": 0.056,
"right": 0.75,
"avg_right_chars": 4.9,
"multiword_shown": 0.004,
"multiword_right": 0.0,
"saved_with_tab": 0.0172,
"saved_word_by_word": 0.0174
},
"email/editing": {
"pauses": 1000,
"shown": 0.067,
"right": 0.7313,
"avg_right_chars": 4.86,
"multiword_shown": 0.004,
"multiword_right": 0.75,
"saved_with_tab": 0.0198,
"saved_word_by_word": 0.0198
}
},
"0.7": {
"articles/typing": {
"pauses": 1000,
"shown": 0.025,
"right": 0.84,
"avg_right_chars": 5.1,
"multiword_shown": 0.001,
"multiword_right": 1.0,
"saved_with_tab": 0.0089,
"saved_word_by_word": 0.0089
},
"articles/editing": {
"pauses": 1000,
"shown": 0.018,
"right": 0.6667,
"avg_right_chars": 5.0,
"multiword_shown": 0.001,
"multiword_right": 1.0,
"saved_with_tab": 0.005,
"saved_word_by_word": 0.005
},
"messages/typing": {
"pauses": 1000,
"shown": 0.025,
"right": 0.84,
"avg_right_chars": 4.9,
"multiword_shown": 0.005,
"multiword_right": 0.8,
"saved_with_tab": 0.0086,
"saved_word_by_word": 0.0086
},
"messages/editing": {
"pauses": 1000,
"shown": 0.036,
"right": 0.6944,
"avg_right_chars": 4.96,
"multiword_shown": 0.002,
"multiword_right": 0.5,
"saved_with_tab": 0.0103,
"saved_word_by_word": 0.0103
},
"email/typing": {
"pauses": 1000,
"shown": 0.042,
"right": 0.8333,
"avg_right_chars": 4.89,
"multiword_shown": 0.001,
"multiword_right": 0.0,
"saved_with_tab": 0.0143,
"saved_word_by_word": 0.0143
},
"email/editing": {
"pauses": 1000,
"shown": 0.047,
"right": 0.8298,
"avg_right_chars": 4.95,
"multiword_shown": 0.002,
"multiword_right": 1.0,
"saved_with_tab": 0.0161,
"saved_word_by_word": 0.0161
}
}
},
"examples": [
{
"domain": "messages",
"scenario": "typing",
"before": "onsidered new. Those decisions make the graphs as neat as po",
"suggestion": "ssible",
"truth": "ssible, and it is ",
"right": true
},
{
"domain": "email",
"scenario": "editing",
"before": "ured products and marketing of electricity for the United St",
"suggestion": "ates",
"truth": "ates ? Actively ",
"right": true
}
],
"latency_ms": {
"p50": 4.22,
"p95": 16.52,
"note": "Measured in this eval process, not in a browser."
}
}