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Browse files- README.md +27 -2
- config.json +16 -0
- pytorch_model.bin +3 -0
- spm.model +3 -0
README.md
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---
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-
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-
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license mit
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language
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- vi
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- ty
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tags
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- translation
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- transformer
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library_name pytorch
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---
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# Vi → Tày Transformer (custom)
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- Kiến trúc Encoder–Decoder Transformer (PyTorch thuần), beam search.
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- Tokenizer SentencePiece (file `spm.model`).
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- Trained for Vietnamese → Tày.
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## Cách load
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```python
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import json, torch, sentencepiece as spm
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from model import ModelConfig, Seq2SeqTransformer, PAD, BOS, EOS, LANG2ID # (bạn định nghĩa trong code của mình)
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cfg = json.load(open(config.json,r,encoding=utf-8))
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cfg = ModelConfig(cfg)
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model = Seq2SeqTransformer(cfg)
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model.load_state_dict(torch.load(pytorch_model.bin, map_location=cpu))
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model.eval()
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sp = spm.SentencePieceProcessor(model_file=spm.model)
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config.json
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{
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"vocab_size": 32000,
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"d_model": 384,
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"num_heads": 6,
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"d_ff": 1536,
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"num_encoder_layers": 6,
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"num_decoder_layers": 6,
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"max_pos": 1024,
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"emb_dropout": 0.1,
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"attn_pdrop": 0.1,
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"resid_pdrop": 0.1,
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"layerdrop": 0.1,
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"pad_token_id": 0,
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"tie_embeddings": true,
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"num_langs": 2
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c77e4768b976b2ac7642626bc8d3589b3e1558aaa41baf8c8c9c355e3df8832
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size 166757503
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spm.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:bd2fa575aee9f09b9d95917125e4f1fe483a6db55527abd8a61bdf7fae54b68a
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size 765927
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