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README.md

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+---
+license: apache-2.0
+language:
+- zh
+- en
+tags:
+- apalca
+- chatglm
+- pytorch
+---
+
+## NOTICE:
+I am not original author of this model, the author of original model has take down this model from huggingface, this is reupload of original files, plus GPTQ 4bit safetensors file. 
+
+## 简介 Brief Introduction
+
+Yuniform的底座模型来源于[shibing624/chinese-alpaca-plus-7b](https://huggingface.co/shibing624/chinese-alpaca-plus-7b)。与底座模型的部分参数微调不同，我们收集了6M来自不同领域和任务的数据，在底座模型上进行全参微调。
+
+Yuniform is derived from [shibing624/chinese-alpaca-plus-7b](https://huggingface.co/shibing624/chinese-alpaca-plus-7b). Instead of finetuning on a small portion of parameters, all the model parameters are finetuned on 6M data collected from various domains and tasks.
+
+
+
+### Test case
+|input_text|predict|
+|:-- |:--- |
+|以《领导，你尿尿也尿得这么好》为题写一首讽刺官场阿谀奉承、溜须拍马的乱象的现代叙事诗|领导，你尿尿也尿得这么好，<br/>口中含着甜言蜜语，<br/>脸上挂着笑容，<br/>却把人民当成了玩具。<br/>他用金钱和权力来交换，<br/>换取了一片虚荣心，<br/>而人民却成了他的傀儡，<br/>任由他摆布着自己的命运。<br/>领导，你尿尿也尿得这么好，<br/>在人们面前装出一副高大上，<br/>却忘了自己是为人民服务的人，<br/>只顾着自己的利益，<br/>不顾百姓的感受。<br/>他为了自己的名利，<br/>不惜牺牲别人的尊严，<br/>让人们感到羞耻和愤怒，<br/>这难道不是一种罪恶吗？<br/>领导，你尿尿也尿得这么好，<br/>你的行为已经到了无可救药的地步，<br/>我们需要的是一个真正的领袖，<br/>一个能够真正关心人民的人。|
+
+
+## Usage (HuggingFace Transformers)
+
+
+Install package:
+```
+pip install transformers>=4.28.0
+```
+```python
+import torch
+from transformers import LlamaForCausalLM, LlamaTokenizer
+
+_MODEL_PATH = "gxy/chinese-alpaca-yuniform-7b"
+
+model = LlamaForCausalLM.from_pretrained(_MODEL_PATH, torch_dtype=torch.half).cuda()
+tokenizer = LlamaTokenizer.from_pretrained(_MODEL_PATH)
+prompt_prefix = "请根据下列指令进行生成"
+human_prefix = "[问]"
+assistant_prefix = "[答]"
+query = "以《领导，你尿尿也尿得这么好》为题写一首讽刺官场阿谀奉承、溜须拍马的乱象的现代叙事诗"
+
+input_query = f"{prompt_prefix}\n{human_prefix}: {query}\n{assistant_prefix}:"
+# 在某些case下不加bos反倒能获得更好更长的结果
+inputs = tokenizer(input_query, return_tensors="pt", add_special_tokens=False).to(model.device)
+gen_tokens = model.generate(
+    **inputs,
+    temperature=0.7,
+    top_p=0.1,
+    do_sample=True,
+    repetition_penalty=1.18,
+    max_new_tokens=400
+)
+gen_texts = tokenizer.batch_decode(
+                gen_tokens, skip_specical_tokens=True)
+for gen_text in gen_texts:
+    print(f"generate:\n{gen_text[len(input_query):]}")
+```
+
+output:
+```shell
+generate:
+领导，你尿尿也尿得这么好，
+口中含着甜言蜜语，
+脸上挂着笑容，
+却把人民当成了玩具。
+他用金钱和权力来交换，
+换取了一片虚荣心，
+而人民却成了他的傀儡，
+任由他摆布着自己的命运。
+领导，你尿尿也尿得这么好，
+在人们面前装出一副高大上，
+却忘了自己是为人民服务的人，
+只顾着自己的利益，
+不顾百姓的感受。
+他为了自己的名利，
+不惜牺牲别人的尊严，
+让人们感到羞耻和愤怒，
+这难道不是一种罪恶吗？
+领导，你尿尿也尿得这么好，
+你的行为已经到了无可救药的地步，
+我们需要的是一个真正的领袖，
+一个能够真正关心人民的人。
+```
+
+
+
+## 贡献者 Contributors
+
+chinese-alpaca-yuniform-7b is mainly contributed by:
+
+Xinyu Gao: rizia1996@outlook.com
+
+Xiayu Li: xiayu.sde@hotmail.com
+
+Ting Han: ting.hannlp@gmail.com
+
+Yunxiao Li: lyx610demo@126.com
+
+Yuchen Fan: savannahfan98@gmail.com
+
+If you have any questions, please feel free to contact us via email.

config.json

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+{
+  "_name_or_path": "/cognitive_comp/gaoxinyu/github/text-generation-webui/models/7b_0505_yuniform",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 2048,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "pad_token_id": 0,
+  "rms_norm_eps": 1e-06,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.29.0.dev0",
+  "use_cache": true,
+  "vocab_size": 49954
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.29.0.dev0"
+}

huggingface-metadata.txt

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+url: https://huggingface.co/gxy/chinese-alpaca-yuniform-7b
+branch: main
+download date: 2023-05-08 13:59:37
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