初始化项目，由ModelHub XC社区提供模型
Model: OPTML-Group/TOFU-origin-Llama-2-7b-chat Source: Original Platform
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README.md
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README.md
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---
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license: mit
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datasets:
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- locuslab/TOFU
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language:
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- en
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base_model:
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- NousResearch/Llama-2-7b-chat-hf
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pipeline_tag: text-generation
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library_name: transformers
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tags:
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- unlearn
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- machine-unlearning
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- llm-unlearning
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- data-privacy
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- large-language-models
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- trustworthy-ai
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- trustworthy-machine-learning
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- language-model
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---
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# Origin Model on Task "TOFU"
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## Model Details
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- **Training**:
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- **Task**: [🤗datasets/locuslab/TOFU](https://huggingface.co/datasets/locuslab/TOFU)
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- **Method**: Fine tune
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- **Base Model**: [🤗NousResearch/Llama-2-7b-chat-hf](https://huggingface.co/NousResearch/Llama-2-7b-chat-hf)
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- **Code Base**: [github.com/OPTML-Group/Unlearn-Simple](https://github.com/OPTML-Group/Unlearn-Simple)
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- **Research Paper**:
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- ["Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"](https://arxiv.org/abs/2410.07163)
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- ["TOFU: A Task of Fictitious Unlearning for LLMs"](https://arxiv.org/abs/2401.06121)
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## Loading the Model
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```python
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = AutoModelForCausalLM.from_pretrained("OPTML-Group/TOFU-origin-Llama-2-7b-chat", use_flash_attention_2=True, torch_dtype=torch.bfloat16, trust_remote_code=True)
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```
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## Citation
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If you use this model in your research, please cite:
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```
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@article{fan2024simplicity,
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title={Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning},
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author={Fan, Chongyu and Liu, Jiancheng and Lin, Licong and Jia, Jinghan and Zhang, Ruiqi and Mei, Song and Liu, Sijia},
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journal={arXiv preprint arXiv:2410.07163},
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year={2024}
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}
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```
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## Reporting Issues
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Reporting issues with the model: [github.com/OPTML-Group/Unlearn-Simple](https://github.com/OPTML-Group/Unlearn-Simple)
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
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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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|
||||
93406
tokenizer.json
Normal file
93406
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
49
tokenizer_config.json
Normal file
49
tokenizer_config.json
Normal file
@@ -0,0 +1,49 @@
|
||||
{
|
||||
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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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|
||||
"1": {
|
||||
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|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"32000": {
|
||||
"content": "<pad>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": false
|
||||
}
|
||||
},
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": false,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "</s>",
|
||||
"sp_model_kwargs": {},
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
Reference in New Issue
Block a user