sansar-20m / eval /bpb.json
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v0.1.0: tokv3_v01_d20m (ex-Gita 0.7177)
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{
"arm": "tokv3_v01",
"ckpt": "/home/kushal/sansar/data/experiments/train/runs/tokv3_v01_d20m/ckpt.pt",
"tokenizer": "/home/kushal/sansar/data/experiments/tok/e2/spm_slp1_unigram_8000_v2.model",
"vocab_size": 8000,
"transliterate": "slp1",
"strip_refs": false,
"clean": "deva",
"text_field": "text_deva",
"denominator": "bytes_deva_utf8",
"block": 512,
"stride": 256,
"step": 6968,
"param_counts": {
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"embedding": 4096000,
"token_embedding": 4096000,
"position_embedding": 0,
"value_embedding": 0,
"head": 4096000,
"non_embedding": 18881024
},
"method": "records joined with EOS into one stream per set; sliding window, only the last `stride` predictions of each window after the first are scored; nats / Devanagari UTF-8 bytes of the cleaned text / ln 2",
"per_set": {
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"tokens": 49763,
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"nll_nats": 181577.925,
"bpb": 0.70649,
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},
"gita": {
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},
"ood": {
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},
"prose": {
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},
"vedic": {
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}
},
"pooled": {
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},
"seconds": 9.4
}