Datasets:
Download tokenizer_stats.json from Dhevenddra/slm-lab-data: direct link, hf CLI and curl.
- Browser
- Download file 2.34 kB
-
https://huggingface.co/datasets/Dhevenddra/slm-lab-data/resolve/main/tokenizer_stats.json
- Command line
-
hf download hf://datasets/Dhevenddra/slm-lab-data/tokenizer_stats.json
-
curl -L -o tokenizer_stats.json https://huggingface.co/datasets/Dhevenddra/slm-lab-data/resolve/main/tokenizer_stats.json
2.34 kB
| { | |
| "corpus": "Trained on 2,119,719 TinyStories documents (full train split); measured on 2,000 held-out validation documents.", | |
| "naive": { | |
| "megabytes": 10.001461, | |
| "n_merges": 256, | |
| "seconds": 730.0705394744873, | |
| "seconds_per_merge": 2.851838044822216, | |
| "projected_hours_for_32k_merges": 25.755266253683303 | |
| }, | |
| "tokenizers": [ | |
| { | |
| "requested": 2048, | |
| "actual": 2048, | |
| "train_secs": 645.4074804782867, | |
| "round_trip_ok": 1000, | |
| "n_docs": 2000, | |
| "n_tokens": 434600, | |
| "n_words": 310641, | |
| "n_bytes": 1593917, | |
| "fertility": 1.3990426247662093, | |
| "bytes_per_token": 3.6675494707777268, | |
| "tokens_per_doc": 217.3, | |
| "vocab_size": 2048, | |
| "never_seen": 222, | |
| "seen_under_threshold": 1148, | |
| "threshold": 100, | |
| "dead_total": 1370, | |
| "dead_fraction": 0.6689453125, | |
| "live": 678, | |
| "embedding_params": 786432, | |
| "fraction_of_budget": 0.06241523809523809, | |
| "params_left_for_layers": 11813568 | |
| }, | |
| { | |
| "requested": 8192, | |
| "actual": 8192, | |
| "train_secs": 674.8424160480499, | |
| "round_trip_ok": 1000, | |
| "n_docs": 2000, | |
| "n_tokens": 380771, | |
| "n_words": 310641, | |
| "n_bytes": 1593917, | |
| "fertility": 1.225758995110111, | |
| "bytes_per_token": 4.186025196246563, | |
| "tokens_per_doc": 190.3855, | |
| "vocab_size": 8192, | |
| "never_seen": 2266, | |
| "seen_under_threshold": 5482, | |
| "threshold": 100, | |
| "dead_total": 7748, | |
| "dead_fraction": 0.94580078125, | |
| "live": 444, | |
| "embedding_params": 3145728, | |
| "fraction_of_budget": 0.24966095238095237, | |
| "params_left_for_layers": 9454272 | |
| }, | |
| { | |
| "requested": 32768, | |
| "actual": 32768, | |
| "train_secs": 1054.4203534126282, | |
| "round_trip_ok": 1000, | |
| "n_docs": 2000, | |
| "n_tokens": 377031, | |
| "n_words": 310641, | |
| "n_bytes": 1593917, | |
| "fertility": 1.2137193738109264, | |
| "bytes_per_token": 4.227548928337458, | |
| "tokens_per_doc": 188.5155, | |
| "vocab_size": 32768, | |
| "never_seen": 26228, | |
| "seen_under_threshold": 6100, | |
| "threshold": 100, | |
| "dead_total": 32328, | |
| "dead_fraction": 0.986572265625, | |
| "live": 440, | |
| "embedding_params": 12582912, | |
| "fraction_of_budget": 0.9986438095238095, | |
| "params_left_for_layers": 17088 | |
| } | |
| ] | |
| } |