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{
"args": {
"repo": "cfahlgren1/tinyfix-realword",
"data_repo": "cfahlgren1/tinyfix-train-data",
"data_dir": null,
"run_name": "letters-v2",
"fineweb_tokens": 70000000,
"smoltalk_tokens": 50000000,
"oasst_tokens": 1000000000000,
"vocabulary": 20000,
"embedding": 64,
"hidden": 256,
"steps": 40000,
"batch": 4096,
"learning_rate": 0.002,
"misspellings_per_word": 16,
"min_count": 5,
"workers": 48,
"tuning_pairs": 6000,
"output": "/tmp/tinyfix-letters",
"no_upload": false
},
"parameters": 1960537,
"train_minutes": 37.7,
"validation": {
"accuracy": 0.9536,
"corrupted_accuracy": 0.928
},
"real_typos": {
"torch": {
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"unknown_threshold": 7.0,
"dev_gain": 2572
},
"dev": {
"misspelling": {
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"wrong": 0.024,
"total": 4243
},
"real word": {
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"wrong": 0.0017,
"total": 1757
},
"all right": 0.4493,
"all wrong": 0.0175,
"email changed per 1000": 1.133,
"github changed per 1000": 1.599
},
"test": {
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"wrong": 0.0255,
"total": 2938
},
"real word": {
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"wrong": 0.0075,
"total": 1062
},
"all right": 0.462,
"all wrong": 0.0208,
"email changed per 1000": 0.766,
"github changed per 1000": 1.0
}
},
"eager": {
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"dev_gain": 3023
},
"dev": {
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"wrong": 0.0358,
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},
"real word": {
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"wrong": 0.0074,
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},
"all right": 0.5345,
"all wrong": 0.0275,
"email changed per 1000": 1.866,
"github changed per 1000": 2.398
},
"test": {
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},
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"wrong": 0.0113,
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},
"all right": 0.5533,
"all wrong": 0.0333,
"email changed per 1000": 1.066,
"github changed per 1000": 2.066
}
}
},
"matmul-gather": {
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},
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"github changed per 1000": 2.265
},
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},
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"email changed per 1000": 0.833,
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}
},
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},
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"email changed per 1000": 1.866,
"github changed per 1000": 3.464
},
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},
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},
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"email changed per 1000": 1.033,
"github changed per 1000": 2.266
}
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},
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"github changed per 1000": 2.199
},
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},
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"github changed per 1000": 2.865
},
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},
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},
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"email changed per 1000": 0.966,
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}
}
}
},
"sizes_mb": {
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},
"shipped": "matmul-gather"
}