Upload 4 files
Browse files- README.md +26 -0
- bert_config.json +19 -0
- pytorch_model.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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license: apache-2.0
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---
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---
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license: apache-2.0
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language:
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- zh
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base_model: google-bert/bert-base-chinese
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tags:
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- finance
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---
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## Model Details
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**FinBERT1-Base** is a financial domain-adapted Chinese language model. Built on Google's BERT-Base architecture, it was continually pretrained on large-scale Chinese financial corpora to enhance financial text understanding.
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- **Developed by:** See [valuesimplex](https://github.com/valuesimplex) for model developers
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- **Model Type:** Transformer-based language model
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- **Language(s):** Chinese
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- **Parent Model:** See the [bert-base-chinese](https://huggingface.co/google-bert/bert-base-chinese) for more information about the BERT base model.
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- **Resources:** [https://github.com/valuesimplex/FinBERT](https://github.com/valuesimplex/FinBERT)
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## Direct Use
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```python
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from transformers import AutoModel, AutoTokenizer
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model = AutoModel.from_pretrained("valuesimplex-ai-lab/FinBERT1-base")
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tokenizer = AutoTokenizer.from_pretrained("valuesimplex-ai-lab/FinBERT1-base")
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```
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### Further Usage
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continual pre-training or fine-tuning:https://github.com/valuesimplex/FinBERT
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bert_config.json
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{
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"attention_probs_dropout_prob": 0.1,
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"directionality": "bidi",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"max_position_embeddings": 512,
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"type_vocab_size": 2,
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"vocab_size": 21128
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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 sha256:1b3c8c2b3d0fe518e933d83f51ea23f8b12ff600934dcb9ea3e7382f3fdf9a25
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size 411575980
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vocab.txt
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