forge-3b-pretrain-data / preprocessing_manifest.json
Phase-Technologies's picture
Add preprocessing manifest
3082834 verified
Raw
History Blame Contribute Delete
4.02 kB
[
{
"domain": "fineweb_edu",
"hf_source": "HuggingFaceFW/fineweb-edu",
"weight_pct": 30,
"n_streamed": 5986485,
"n_quality_fail": 328,
"n_dup": 14157,
"n_tokenized": 5972000,
"n_tok_fail": 0,
"train_sequences": 7324233,
"val_sequences": 373,
"train_tokens": 15000029184,
"val_tokens": 763904,
"seq_len": 2048,
"n_shards": 147,
"elapsed_s": 3669.2
},
{
"domain": "thestack",
"hf_source": "bigcode/starcoderdata",
"weight_pct": 16,
"n_streamed": 1884000,
"n_quality_fail": 0,
"n_dup": 0,
"n_tokenized": 1884000,
"n_tok_fail": 0,
"train_sequences": 3905753,
"val_sequences": 1033,
"train_tokens": 7998982144,
"val_tokens": 2115584,
"seq_len": 2048,
"n_shards": 79,
"elapsed_s": 840.3
},
{
"domain": "wikipedia",
"hf_source": "wikimedia/wikipedia",
"weight_pct": 8,
"n_streamed": 6407814,
"n_quality_fail": 0,
"n_dup": 0,
"n_tokenized": 6407814,
"n_tok_fail": 0,
"train_sequences": 2088970,
"val_sequences": 447,
"train_tokens": 4278210560,
"val_tokens": 915456,
"seq_len": 2048,
"n_shards": 42,
"elapsed_s": 1820.2
},
{
"domain": "openwebmath",
"hf_source": "open-web-math/open-web-math",
"weight_pct": 8,
"n_streamed": 2500000,
"n_quality_fail": 597855,
"n_dup": 34722,
"n_tokenized": 1867423,
"n_tok_fail": 0,
"train_sequences": 1935817,
"val_sequences": 431,
"train_tokens": 3964553216,
"val_tokens": 882688,
"seq_len": 2048,
"n_shards": 39,
"elapsed_s": 2297.1
},
{
"domain": "books",
"hf_source": "emozilla/pg19",
"weight_pct": 7,
"n_streamed": 50,
"n_quality_fail": 0,
"n_dup": 0,
"n_tokenized": 50,
"n_tok_fail": 0,
"train_sequences": 1402013,
"val_sequences": 10,
"train_tokens": 2871322624,
"val_tokens": 20480,
"seq_len": 2048,
"n_shards": 29,
"elapsed_s": 8.4
},
{
"domain": "arxiv",
"hf_source": "common-pile/arxiv_papers",
"weight_pct": 6,
"n_streamed": 10294,
"n_quality_fail": 0,
"n_dup": 0,
"n_tokenized": 10294,
"n_tok_fail": 0,
"train_sequences": 3252429,
"val_sequences": 514,
"train_tokens": 6660974592,
"val_tokens": 1052672,
"seq_len": 2048,
"n_shards": 66,
"elapsed_s": 115.8
},
{
"domain": "dolma",
"hf_source": "emozilla/dolma-v1_7-30B",
"weight_pct": 10,
"n_streamed": 5412909,
"n_quality_fail": 298407,
"n_dup": 10502,
"n_tokenized": 5104000,
"n_tok_fail": 0,
"train_sequences": 2441120,
"val_sequences": 457,
"train_tokens": 4999413760,
"val_tokens": 935936,
"seq_len": 2048,
"n_shards": 49,
"elapsed_s": 2276.7
},
{
"domain": "stackexchange",
"hf_source": "flax-sentence-embeddings/stackexchange_title_body_jsonl",
"weight_pct": 5,
"n_streamed": 12533251,
"n_quality_fail": 3083801,
"n_dup": 4450,
"n_tokenized": 9445000,
"n_tok_fail": 0,
"train_sequences": 1220446,
"val_sequences": 354,
"train_tokens": 2499473408,
"val_tokens": 724992,
"seq_len": 2048,
"n_shards": 25,
"elapsed_s": 2839.6
},
{
"domain": "redpajama_cc",
"hf_source": "togethercomputer/RedPajama-Data-V2",
"weight_pct": 6,
"n_streamed": 0,
"n_quality_fail": 0,
"n_dup": 0,
"n_tokenized": 0,
"n_tok_fail": 0,
"train_sequences": 550000,
"val_sequences": 0,
"train_tokens": 1126400000,
"val_tokens": 0,
"seq_len": 2048,
"n_shards": 11,
"elapsed_s": 1.9
},
{
"domain": "multilingual",
"hf_source": "allenai/c4",
"weight_pct": 4,
"n_streamed": 1149415,
"n_quality_fail": 103612,
"n_dup": 803,
"n_tokenized": 1045000,
"n_tok_fail": 0,
"train_sequences": 976278,
"val_sequences": 383,
"train_tokens": 1999417344,
"val_tokens": 784384,
"seq_len": 2048,
"n_shards": 20,
"elapsed_s": 924.3
}
]