初始化项目,由ModelHub XC社区提供模型
Model: NorGLM/NorGPT-3B Source: Original Platform
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README.md
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README.md
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---
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license: cc-by-nc-sa-4.0
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language:
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- 'no'
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---
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Gnerative Pretrained Tranformer with 3 Billion parameters for Norwegian.
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It belongs to NorGLM, a suite of pretrained Norwegian Generative Language Models (NorGLMs). The model is based on GPT2 architecture. NorGLM can be used for non-commercial purposes.
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## Datasets
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All models in NorGLM are trained on 200G datasets, nearly 25B tokens, including Norwegian, Denish, Swedish, Germany and English.
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## Run the Model
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```python
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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model_id = "NorGLM/NorGPT-3B"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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device_map='auto',
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torch_dtype=torch.bfloat16
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)
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text = "Tom ønsket å gå på barene med venner"
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inputs = tokenizer(text, return_tensors="pt")
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outputs = model.generate(**inputs, max_new_tokens=20)
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```
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## Citation Information
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If you feel our work is helpful, please cite our papers:
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```
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@article{gulla2026norwai,
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title={NorwAI's Large Language Models: Technical Report},
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author={Gulla, Jon Atle and Liu, Peng and Zhang, Lemei},
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journal={arXiv preprint arXiv:2601.03034},
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year={2026}
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}
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@inproceedings{liu2024nlebench+,
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title={NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian},
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author={Liu, Peng and Zhang, Lemei and Farup, Terje and Lauvrak, Even and Ingvaldsen, Jon and Eide, Simen and Gulla, Jon Atle and Yang, Zhirong},
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booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
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pages={5543--5560},
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year={2024}
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}
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```
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config.json
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{
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"activation_function": "gelu_fast",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 0,
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"embd_pdrop": 0.1,
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"eos_token_id": 0,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_embd": 2688,
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"n_head": 32,
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"n_inner": 10752,
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"n_layer": 32,
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"n_positions": 2048,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"tokenizer_class": "GPT2TokenizerFast",
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"transformers_version": "4.29.0.dev0",
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"use_cache": true,
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"vocab_size": 64000
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}
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version https://git-lfs.github.com/spec/v1
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size 6174868456
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 6174963749
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special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"model_max_length": 2048,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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