FEAT: add model

.gitattributes

@@ -30,3 +30,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+pytorch_model.bin filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,61 @@
 ---
+language: 
+  - zh
+
 license: apache-2.0
+
+tags:
+  - bert
+  - deberta
+
+inference: true
+
+widget:
+- text: "桂林是世界闻名的旅游城市,它有[MASK]江。"
 ---
+# Erlangshen-DeBERTa-v2-320M-Chinese，one model of [Fengshenbang-LM](https://github.com/IDEA-CCNL/Fengshenbang-LM)
+
+The 320 million parameter deberta-V2 base model, using 180G Chinese data, 8 A100(80G) training for 7 days，which is a encoder-only transformer structure. Consumed totally 250M samples.
+**our model is still training. And we will update our model once a week!**
+
+## Task Description
+
+Erlangshen-Deberta-97M-Chinese is pre-trained by bert like mask task from Deberta [paper](https://readpaper.com/paper/3033187248)
+
+## Usage
+
+```python
+from transformers import AutoModelForMaskedLM, AutoTokenizer, FillMaskPipeline
+import torch
+
+tokenizer=AutoTokenizer.from_pretrained('IDEA-CCNL/Erlangshen-DeBERTa-v2-320M-Chinese', use_fast=False)
+model=AutoModelForMaskedLM.from_pretrained('IDEA-CCNL/Erlangshen-DeBERTa-v2-320M-Chinese')
+text = '桂林是世界闻名的旅游城市,它有[MASK]江。'
+fillmask_pipe = FillMaskPipeline(model, tokenizer, device=0)
+print(fillmask_pipe(text, top_k=10))
+```
+
+## Finetune
+
+We present the dev results on some tasks.
+
+| Model                                                                                                                            | AFQMC  | TNEWS1.1 | IFLYTEK | OCNLI | CMNLI  |
+| -------------------------------------------------------------------------------------------------------------------------------- | ------ | -------- |
+| RoBERTa-base                                                                                                                     | 0.7406 | 0.575    | 0.6036  | 0.743 | 0.7973 |
+| RoBERTa-large                                                                                                                    | 0.7488 | 0.5879   | 0.6152  | 0.777 | 0.814  |
+| [IDEA-CCNL/Erlangshen-DeBERTa-v2-97M-Chinese](https://huggingface.co/IDEA-CCNL/Erlangshen-DeBERTa-v2-186M-Chinese-SentencePiece) | 0.7405 | 0.571    | 0.5977  | 0.752 | 0.7568 | 0.807 |
+| **[IDEA-CCNL/Erlangshen-DeBERTa-v2-320M-Chinese](https://huggingface.co/IDEA-CCNL/Erlangshen-DeBERTa-v2-320M-Chinese)** | 0.7498 | 0.5817 | 0.6042 | 0.8022 | 0.8301|
+| [Erlangshen-Deberta-XLarge-710M-Chinese](https://huggingface.co/IDEA-CCNL/Erlangshen-DeBERTa-v2-710M-Chinese) | 0.7549|0.5873|0.6177|0.8012|0.8389|
+
+## Citation
+
+If you find the resource is useful, please cite the following website in your paper.
+
+```
+@misc{Fengshenbang-LM,
+  title={Fengshenbang-LM},
+  author={IDEA-CCNL},
+  year={2022},
+  howpublished={\url{https://github.com/IDEA-CCNL/Fengshenbang-LM}},
+}
+```

config.json

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+{
+    "model_type": "deberta-v2",
+    "architectures": [
+        "DebertaV2ForMaskedLM"
+    ],
+    "attention_probs_dropout_prob": 0.1,
+    "hidden_act": "gelu",
+    "hidden_dropout_prob": 0.1,
+    "hidden_size": 1024,
+    "initializer_range": 0.02,
+    "intermediate_size": 4096,
+    "max_position_embeddings": 512,
+    "relative_attention": true,
+    "position_buckets": 256,
+    "norm_rel_ebd": "layer_norm",
+    "share_att_key": true,
+    "pos_att_type": "c2p|p2c",
+    "conv_kernel_size": 3,
+    "conv_act": "gelu",
+    "layer_norm_eps": 1e-7,
+    "max_relative_positions": -1,
+    "position_biased_input": false,
+    "num_attention_heads": 16,
+    "num_hidden_layers": 24,
+    "type_vocab_size": 0,
+    "vocab_size": 12800,
+    "num_labels": 119
+}

pytorch_model.bin

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+oid sha256:c00ca48de8e3b4824bfa5d74a2330569f8411e9c251b72130b13dbe0b27bf100
+size 640373283

special_tokens_map.json

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+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

tokenizer_config.json

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+{
+    "do_lower_case": true,
+    "do_basic_tokenize": true,
+    "never_split": null,
+    "unk_token": "[UNK]",
+    "sep_token": "[SEP]",
+    "pad_token": "[PAD]",
+    "cls_token": "[CLS]",
+    "mask_token": "[MASK]",
+    "tokenize_chinese_chars": true,
+    "strip_accents": null,
+    "special_tokens_map_file": null,
+    "name_or_path": "/cognitive_comp/gaoxinyu/pretrained_model/bert-1.3B",
+    "tokenizer_class": "BertTokenizer"
+}

vocab.txt

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