{ "input_paths": [ "/home/trainer/jupimind/outputs/pretrain/j1r_t4x4_mix.jsonl" ], "text_seed_paths": [ "/home/trainer/jupimind/data/tokenizer/j1r_server_seed.txt", "/home/trainer/jupimind/data/tokenizer/j1r_server_seed.txt" ], "vocab_size": 24576, "min_frequency": 2, "special_tokens": [ "", "", "", "", "<|im_start|>", "<|im_end|>", "", "", "", "", "", "", "", "" ], "evaluation": { "candidate": { "name": "j1r_vi_bytebpe", "documents": 50000, "avg_tokens_per_doc": 702.28854, "avg_chars_per_token": 3.8265045874164487, "avg_bytes_per_token": 5.042613795178831, "total_tokens": 35114427 }, "baseline": { "name": "jingyaogong/minimind-3", "documents": 50000, "avg_tokens_per_doc": 2331.64386, "avg_chars_per_token": 1.1525389301949398, "avg_bytes_per_token": 1.518829672384015, "total_tokens": 116582193 } }, "recommended_model_vocab_size": 24576, "recommended_tokenizer_path": "aevynt/JupiMind-Dense-J1R-Tokenizer-24k", "notes": [ "Tokenizer nay dung byte-level BPE voi byte fallback de xu ly tieng Viet co dau, log, code, JSON, YAML va output he thong.", "Tokenizer moi khong tuong thich embedding voi checkpoint vocab_size=6400 cu. Muon dung that phai pretrain lai voi vocab_size moi.", "Thiet ke uu tien server-first assistant, khong toi uu cho tieng Trung." ] }