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Model: Henrychur/MMedS-Llama-3-8B Source: Original Platform
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README.md
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README.md
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---
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license: llama3
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datasets:
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- Henrychur/MMedC
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- Henrychur/MedS-Ins
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language:
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- en
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base_model: Henrychur/MMedS-Llama-3-8B
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tags:
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- medical
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library_name: transformers
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---
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# MMedS-Llama3
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[💻Github Repo](https://github.com/MAGIC-AI4Med/MedS-Ins) [🖨️arXiv Paper](https://arxiv.org/abs/2408.12547)
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The official codes for "Towards Evaluating and Building Versatile Large Language Models for Medicine"
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## Introduction
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This repository hosts MMedS-Llama-3-8B. Its foundation model, [MMed-Llama-3-8B](https://huggingface.co/Henrychur/MMed-Llama-3-8B),
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is a multilingual medical language model which has undergone additional continuous pretraining on MMedC. Furthermore, the model has
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been fine-tuned under supervision using MedS-Ins, a comprehensive dataset designed specifically for supervised fine-tuning (SFT),
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featuring 13.5 million samples across 122 tasks. For more details, please refer to our paper.
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## Usage
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The model can be loaded as follows:
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```py
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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tokenizer = AutoTokenizer.from_pretrained("Henrychur/MMed-Llama-3-8B-EnIns")
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model = AutoModelForCausalLM.from_pretrained("Henrychur/MMed-Llama-3-8B-EnIns", torch_dtype=torch.float16)
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```
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- Inference format is the same as Llama 3, you can check the inference code [here](https://github.com/MAGIC-AI4Med/MedS-Ins/blob/main/Inference/model.py).
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config.json
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"LlamaForCausalLM"
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"transformers_version": "4.34.0",
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"vocab_size": 128256
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}
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|
||||
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|
||||
}
|
||||
262
special_tokens_map.json
Normal file
262
special_tokens_map.json
Normal file
@@ -0,0 +1,262 @@
|
||||
{
|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"<|reserved_special_token_89|>",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"<|reserved_special_token_115|>",
|
||||
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|
||||
"<|reserved_special_token_117|>",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"<|reserved_special_token_122|>",
|
||||
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|
||||
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|
||||
"<|reserved_special_token_125|>",
|
||||
"<|reserved_special_token_126|>",
|
||||
"<|reserved_special_token_127|>",
|
||||
"<|reserved_special_token_128|>",
|
||||
"<|reserved_special_token_129|>",
|
||||
"<|reserved_special_token_130|>",
|
||||
"<|reserved_special_token_131|>",
|
||||
"<|reserved_special_token_132|>",
|
||||
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|
||||
"<|reserved_special_token_134|>",
|
||||
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|
||||
"<|reserved_special_token_136|>",
|
||||
"<|reserved_special_token_137|>",
|
||||
"<|reserved_special_token_138|>",
|
||||
"<|reserved_special_token_139|>",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"<|reserved_special_token_160|>",
|
||||
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|
||||
"<|reserved_special_token_162|>",
|
||||
"<|reserved_special_token_163|>",
|
||||
"<|reserved_special_token_164|>",
|
||||
"<|reserved_special_token_165|>",
|
||||
"<|reserved_special_token_166|>",
|
||||
"<|reserved_special_token_167|>",
|
||||
"<|reserved_special_token_168|>",
|
||||
"<|reserved_special_token_169|>",
|
||||
"<|reserved_special_token_170|>",
|
||||
"<|reserved_special_token_171|>",
|
||||
"<|reserved_special_token_172|>",
|
||||
"<|reserved_special_token_173|>",
|
||||
"<|reserved_special_token_174|>",
|
||||
"<|reserved_special_token_175|>",
|
||||
"<|reserved_special_token_176|>",
|
||||
"<|reserved_special_token_177|>",
|
||||
"<|reserved_special_token_178|>",
|
||||
"<|reserved_special_token_179|>",
|
||||
"<|reserved_special_token_180|>",
|
||||
"<|reserved_special_token_181|>",
|
||||
"<|reserved_special_token_182|>",
|
||||
"<|reserved_special_token_183|>",
|
||||
"<|reserved_special_token_184|>",
|
||||
"<|reserved_special_token_185|>",
|
||||
"<|reserved_special_token_186|>",
|
||||
"<|reserved_special_token_187|>",
|
||||
"<|reserved_special_token_188|>",
|
||||
"<|reserved_special_token_189|>",
|
||||
"<|reserved_special_token_190|>",
|
||||
"<|reserved_special_token_191|>",
|
||||
"<|reserved_special_token_192|>",
|
||||
"<|reserved_special_token_193|>",
|
||||
"<|reserved_special_token_194|>",
|
||||
"<|reserved_special_token_195|>",
|
||||
"<|reserved_special_token_196|>",
|
||||
"<|reserved_special_token_197|>",
|
||||
"<|reserved_special_token_198|>",
|
||||
"<|reserved_special_token_199|>",
|
||||
"<|reserved_special_token_200|>",
|
||||
"<|reserved_special_token_201|>",
|
||||
"<|reserved_special_token_202|>",
|
||||
"<|reserved_special_token_203|>",
|
||||
"<|reserved_special_token_204|>",
|
||||
"<|reserved_special_token_205|>",
|
||||
"<|reserved_special_token_206|>",
|
||||
"<|reserved_special_token_207|>",
|
||||
"<|reserved_special_token_208|>",
|
||||
"<|reserved_special_token_209|>",
|
||||
"<|reserved_special_token_210|>",
|
||||
"<|reserved_special_token_211|>",
|
||||
"<|reserved_special_token_212|>",
|
||||
"<|reserved_special_token_213|>",
|
||||
"<|reserved_special_token_214|>",
|
||||
"<|reserved_special_token_215|>",
|
||||
"<|reserved_special_token_216|>",
|
||||
"<|reserved_special_token_217|>",
|
||||
"<|reserved_special_token_218|>",
|
||||
"<|reserved_special_token_219|>",
|
||||
"<|reserved_special_token_220|>",
|
||||
"<|reserved_special_token_221|>",
|
||||
"<|reserved_special_token_222|>",
|
||||
"<|reserved_special_token_223|>",
|
||||
"<|reserved_special_token_224|>",
|
||||
"<|reserved_special_token_225|>",
|
||||
"<|reserved_special_token_226|>",
|
||||
"<|reserved_special_token_227|>",
|
||||
"<|reserved_special_token_228|>",
|
||||
"<|reserved_special_token_229|>",
|
||||
"<|reserved_special_token_230|>",
|
||||
"<|reserved_special_token_231|>",
|
||||
"<|reserved_special_token_232|>",
|
||||
"<|reserved_special_token_233|>",
|
||||
"<|reserved_special_token_234|>",
|
||||
"<|reserved_special_token_235|>",
|
||||
"<|reserved_special_token_236|>",
|
||||
"<|reserved_special_token_237|>",
|
||||
"<|reserved_special_token_238|>",
|
||||
"<|reserved_special_token_239|>",
|
||||
"<|reserved_special_token_240|>",
|
||||
"<|reserved_special_token_241|>",
|
||||
"<|reserved_special_token_242|>",
|
||||
"<|reserved_special_token_243|>",
|
||||
"<|reserved_special_token_244|>",
|
||||
"<|reserved_special_token_245|>",
|
||||
"<|reserved_special_token_246|>",
|
||||
"<|reserved_special_token_247|>",
|
||||
"<|reserved_special_token_248|>",
|
||||
"<|reserved_special_token_249|>",
|
||||
"<|reserved_special_token_250|>"
|
||||
],
|
||||
"bos_token": "<|begin_of_text|>",
|
||||
"eos_token": "<|end_of_text|>"
|
||||
}
|
||||
410503
tokenizer.json
Normal file
410503
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2321
tokenizer_config.json
Normal file
2321
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user