| { |
| "command": "train.py --corpus-dir data/glotlid_group_21 --initial-vocab /workspace/hf_home/hub/models--CohereLabs--tiny-aya-global/snapshots/b2f40192d990d66a6f28a4b90d72817ab9c613da/tokenizer.json --per-lang-counts-method soft --em-iterations 10 --results-dir results_tinyaya_soft_full --lang-batch-size 5 --max-lang-samples-per-lang 100000 --reuse-base", |
| "timestamp": "2026-03-23T14:30:59.285253+00:00", |
| "training_completed": true, |
| "source": { |
| "format": "corpus", |
| "path": "/workspace/runpod/tinyAyaLid/data/glotlid_group_21", |
| "max_samples": null, |
| "total_samples": 4967824, |
| "num_languages": 3, |
| "samples_per_language": { |
| "ell_Grek": 3745712, |
| "kan_Knda": 677804, |
| "swa_Latn": 544308 |
| } |
| }, |
| "method": { |
| "vocab_size": 261000, |
| "base_training_method": "hf", |
| "per_lang_counts_method": "soft", |
| "byte_level": true, |
| "seed": 42, |
| "initial_vocab": "/workspace/hf_home/hub/models--CohereLabs--tiny-aya-global/snapshots/b2f40192d990d66a6f28a4b90d72817ab9c613da/tokenizer.json", |
| "lang_batch_size": 5, |
| "sampling": { |
| "mode": "separate", |
| "max_base_samples_per_lang": 10000, |
| "max_lang_samples_per_lang": 100000, |
| "shared_samples_per_lang": null |
| }, |
| "reuse": { |
| "reuse_corpus": true, |
| "reuse_base": true, |
| "skip_existing_langs": true |
| } |
| }, |
| "timing": { |
| "total_seconds": 578.13, |
| "base_tokenizer_seconds": 0.0, |
| "language_tokenizers_seconds": 578.13, |
| "base_tokenizer_reused": true |
| }, |
| "output": { |
| "results_dir": "/workspace/runpod/tinyAyaLid/results_tinyaya_soft_full", |
| "corpus_dir": "/workspace/runpod/tinyAyaLid/data/glotlid_group_21", |
| "tokenizers_dir": "/workspace/runpod/tinyAyaLid/results_tinyaya_soft_full/tokenizers", |
| "base_tokenizer": "/workspace/runpod/tinyAyaLid/results_tinyaya_soft_full/tokenizers/langspec_base_tokenizer.json", |
| "num_languages_trained_this_run": 3, |
| "language_tokenizers": { |
| "base_path": "results_tinyaya_soft_full/tokenizers/langspec_base_tokenizer.json", |
| "language_paths": { |
| "ell_Grek": "results_tinyaya_soft_full/tokenizers/langspec_soft_ell_Grek.tokenizer.json", |
| "kan_Knda": "results_tinyaya_soft_full/tokenizers/langspec_soft_kan_Knda.tokenizer.json", |
| "swa_Latn": "results_tinyaya_soft_full/tokenizers/langspec_soft_swa_Latn.tokenizer.json" |
| } |
| } |
| }, |
| "languages": [ |
| "ell_Grek", |
| "kan_Knda", |
| "swa_Latn" |
| ] |
| } |
