from_pretrained('bert-base-chinese') len(tokenizer) train_dataset = process_dataset(train_dataset, tokenizer, batch_size=4) next(train_dataset.create_tuple_iterator()) 模型构建 构建GPT2ForSummarization模型,注意***shift right***的操作。 from mindspore import ops from mindnlp.transformers import...
获取输入的 batch batch = samples[step * batch_size: (step + 1) * batch_size] # 获取当前batch的数据样本 batch_labels = [] # 存储batch的标签 batch_inputs = [] # 存储batch的输入 for ids in batch: # 遍历当前batch的数据样本 int_ids_for_labels = [int(x) for x in ids] # 将数据...
中文的GPT2模型训练代码,基于Pytorch-Transformers,可以写诗,写新闻,写小说,或是训练通用语言模型等。 - brianjcj/GPT2-Chinese
map(read_map, 'text', ['article', 'summary']) # change column names to input_ids and labels for the following training dataset = dataset.map(merge_and_pad, ['article', 'summary'], ['input_ids', 'labels']) dataset = dataset.batch(batch_size) if shuffle: dataset = dataset.shuffle...
"summary_use_proj": True, "task_specific_params": { "text-generation": { "do_sample": True, "max_length": 50 } }, "vocab_size": 50257 } ) model = GPT2LMHeadModel(config) 方法二:使用预训练模型 model = GPT2LMHeadModel.from_pretrained("distilgpt2") ...
GPT2-Summary / interact.py interact.py7.79 KB 一键复制编辑原始数据按行查看历史 yangning提交于5年前.chinese-summary importtransformers importtorch importos importjson importrandom importnumpyasnp importargparse fromtorch.utils.tensorboardimportSummaryWriter ...
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From that, key points for compression of various parts of the verdict are obtained, which are eventually put together to obtain the summary of the court verdict. This paper divides datasets using extractive algorithms and compresses and integrates them using abstractive algorithms. Our experiments ...
"speak": "thoughts summary to say to user" }, "command": { "name": "command name", "args": { "arg name": "value" } } } 确保响应可以被 Python 的 json.loads 函数解析 Memory Stats: {'index_name': 'auto-gpt', 'index_options': [], 'index_definition': [b'key...
//zotero-chinese.com/plugins/#search=gpt Doc2x注册(现已停止注册,近期会恢复):https://doc2x.noedgeai.com/ MinerU地址(建议配置GPU版本):https://github.com/opendatalab/MinerU 笔记模板获取地址:https://gitee.com/zotero-chinese/zotero-magic-for-user/raw/master/summary-based-on-pdf-md.yaml ...