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LICENSE

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README.md

@@ -0,0 +1,60 @@
+---
+license: apache-2.0
+language:
+- en
+---
+## Empowering Character-level Text Infilling by Eliminating Sub-Tokens
+
+<p align="center">
+    <a href="https://arxiv.org/abs/2405.17103">📄 Paper</a> •
+    <a href="https://github.com/SenseLLM/FIM-SE">🏠 Repo</a> •
+    <a href="https://huggingface.co/SenseLLM/FIM-SE-CL-13B">🤖 Models</a>
+</p>
+
+## Introduction
+FIM-SE stands for Fill-In-the-Middle with both Starting and Ending character constraints. The proposed method addresses character-level infilling tasks by utilizing a line-level format to avoid predicting any sub-token in inference.
+
+![](method.png)
+
+<hr>
+
+## Models
+
+| Model | Checkpoint | Size | License|
+|:------|:-----------|:-----|:-------|
+| FIM-SE-CL-7B   | 🤗 [HF Link](https://huggingface.co/SenseLLM/FIM-SE-CL-7B)  | 7B  | [Llama2](https://ai.meta.com/llama/license/) |
+| FIM-SE-CL-34B  | 🤗 [HF Link](https://huggingface.co/SenseLLM/FIM-SE-CL-34B) | 13B | [Llama2](https://ai.meta.com/llama/license/) |
+| FIM-SE-SC-1B   | 🤗 [HF Link](https://huggingface.co/SenseLLM/FIM-SE-SC-1B)  | 1B  | [StarCoder](https://github.com/bigcode-project/starcoder/blob/main/LICENSE) |
+| FIM-SE-SC-15B  | 🤗 [HF Link](https://huggingface.co/SenseLLM/FIM-SE-SC-15B) | 15B | [StarCoder](https://github.com/bigcode-project/starcoder/blob/main/LICENSE) |
+
+## How to Use
+
+#### Prompt Format
+
+As shown in the figure, the prompt is organized as
+```text
+<PRE>R-Prefix<SUF>R-Suffix<START>L-Prefix<END>F-Suffix<MID>
+```
+
+#### Inference Code
+Please refer to our [GitHub Repo](https://github.com/SenseLLM/FIM-SE) for more technical details.
+
+## Citation
+
+If you find this repo useful for your research, please kindly cite our paper:
+```
+@misc{ren2024empowering,
+    title={Empowering Character-level Text Infilling by Eliminating Sub-Tokens}, 
+    author={Houxing Ren and Mingjie Zhan and Zhongyuan Wu and Hongsheng Li},
+    year={2024},
+    eprint={2405.17103},
+    archivePrefix={arXiv},
+    primaryClass={cs.CL}
+}
+```
+
+## Acknowledgments
+
+We thank the following amazing projects that truly inspired us:
+
+- [FIM](https://arxiv.org/abs/2207.14255)

added_tokens.json

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+  "<START>": 49152
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config.json

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+  "activation_function": "gelu",
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+  "n_embd": 6144,
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+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.1",
+  "use_cache": false,
+  "validate_runner_input": true,
+  "vocab_size": 49280
+}

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special_tokens_map.json

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tokenizer_config.json

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