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Browse files- v2/metrics.json +43 -0
- v2/model.onnx +3 -0
- v2/model_matmul_quint8.onnx +3 -0
- v2/model_quint8.onnx +3 -0
- v2/vocab.txt +0 -0
v2/metrics.json
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{
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"args": {
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"repo": "cfahlgren1/tinyfix-realword",
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"run_name": "v2",
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"fineweb_tokens": 70000000,
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"smoltalk_tokens": 50000000,
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"vocabulary": 20000,
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"embedding": 64,
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"hidden": 256,
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"steps": 60000,
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"batch": 4096,
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"learning_rate": 0.002,
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"output": "/tmp/tinyfix-realword",
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"no_upload": false
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},
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"parameters": 1941345,
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"validation": {
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"clean_cases": 200005,
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"corrupted_cases": 201620,
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"caught_at_false_0.005": 0.7301,
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"threshold_at_false_0.005": 3.1,
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"caught_at_false_0.001": 0.5732,
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"threshold_at_false_0.001": 5.25,
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"caught_at_false_0.0005": 0.4914,
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"threshold_at_false_0.0005": 6.26
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},
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"export": {
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"float_vs_torch_max_difference": 5.7220458984375e-06,
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"float_mb": 7.81,
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"model_quint8.onnx": {
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"mb": 2.09,
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"pick_agreement": 0.998,
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"mean_margin_difference": 0.091
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},
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"model_matmul_quint8.onnx": {
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"mb": 5.99,
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"pick_agreement": 0.997,
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"mean_margin_difference": 0.081
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}
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},
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"train_tokens": 118291713,
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"train_minutes": 24.9
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}
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v2/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:45a3d5d676a972801b6f9bd51d0f2e6439278694eace52aadb6a37725d7e3a51
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size 7814671
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v2/model_matmul_quint8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c7ba1c17231fb295c5c1b36b451f3e14d46c30bde139e9703d5115e475e4a95
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size 5991706
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v2/model_quint8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:43e3660ebc01749470e8c66bf0c94bcb1c838e81b7154d8040be6f65d853407c
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size 2092693
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v2/vocab.txt
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