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model-00001-of-00004.safetensors filter=lfs diff=lfs merge=lfs -text
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.ipynb_checkpoints/README-checkpoint.md
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.ipynb_checkpoints/README-checkpoint.md
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---
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frameworks:
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- Pytorch
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license: Apache License 2.0
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tasks:
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- text-classification
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#model-type:
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||||||
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##如 gpt、phi、llama、chatglm、baichuan 等
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- llama
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#domain:
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##如 nlp、cv、audio、multi-modal
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- nlp
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#language:
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||||||
|
##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
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||||||
|
- cn
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||||||
|
- zh
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||||||
|
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||||||
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#metrics:
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||||||
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##如 CIDEr、Blue、ROUGE 等
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||||||
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#- CIDEr
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||||||
|
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||||||
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#tags:
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||||||
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##各种自定义,包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
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||||||
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- fine-tuned
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||||||
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#tools:
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##如 vllm、fastchat、llamacpp、AdaSeq 等
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- vllm
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---
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# Unichat-llama3-Chinese-8B
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## 介绍
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* 中国联通AI创新中心发布llama3.1中文指令微调模型,全参数微调
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* 基础模型 [**Meta-Llama-3.1-8B-Instruct**](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
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### 📊 数据
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- 高质量指令数据,覆盖多个领域和行业,为模型训练提供充足的数据支持
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||||||
|
- 微调指令数据经过严格的人工筛查,保证优质的指令数据用于模型微调
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```python
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import transformers
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import torch
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model_id = "UnicomAI/Unichat-llama3.1-Chinese-8B"
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pipeline = transformers.pipeline(
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"text-generation",
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model=model_id,
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model_kwargs={"torch_dtype": torch.bfloat16},
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device_map="auto",
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)
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messages = [
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{"role": "system", "content": "You are a helpful assistant"},
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{"role": "user", "content": "你是谁?"},
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]
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outputs = pipeline(
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messages,
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max_new_tokens=1024,
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do_sample=False,
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repetition_penalty=1.1,
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)
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print(outputs[0]["generated_text"][-1])
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```
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## 资源
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更多模型,数据集和训练相关细节请参考:
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* Github:[**Unichat-llama3-Chinese**](https://github.com/UnicomAI/Unichat-llama3-Chinese)
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68
README.md
68
README.md
@@ -7,15 +7,16 @@ tasks:
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|||||||
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|
||||||
#model-type:
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#model-type:
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||||||
##如 gpt、phi、llama、chatglm、baichuan 等
|
##如 gpt、phi、llama、chatglm、baichuan 等
|
||||||
#- gpt
|
- llama
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||||||
|
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||||||
#domain:
|
#domain:
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||||||
##如 nlp、cv、audio、multi-modal
|
##如 nlp、cv、audio、multi-modal
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||||||
#- nlp
|
- nlp
|
||||||
|
|
||||||
#language:
|
#language:
|
||||||
##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
|
##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
|
||||||
#- cn
|
- cn
|
||||||
|
- zh
|
||||||
|
|
||||||
#metrics:
|
#metrics:
|
||||||
##如 CIDEr、Blue、ROUGE 等
|
##如 CIDEr、Blue、ROUGE 等
|
||||||
@@ -23,29 +24,54 @@ tasks:
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|||||||
|
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||||||
#tags:
|
#tags:
|
||||||
##各种自定义,包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
|
##各种自定义,包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
|
||||||
#- pretrained
|
- fine-tuned
|
||||||
|
|
||||||
#tools:
|
#tools:
|
||||||
##如 vllm、fastchat、llamacpp、AdaSeq 等
|
##如 vllm、fastchat、llamacpp、AdaSeq 等
|
||||||
#- vllm
|
- vllm
|
||||||
|
|
||||||
---
|
---
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||||||
### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重,可浏览“模型文件”页面获取。
|
# Unichat-llama3-Chinese-8B
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#### 您可以通过如下git clone命令,或者ModelScope SDK来下载模型
|
|
||||||
|
|
||||||
|
## 介绍
|
||||||
|
* 中国联通AI创新中心发布llama3.1中文指令微调模型,全参数微调
|
||||||
|
* 基础模型 [**Meta-Llama-3.1-8B-Instruct**](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
|
||||||
|
|
||||||
|
|
||||||
|
### 📊 数据
|
||||||
|
- 高质量指令数据,覆盖多个领域和行业,为模型训练提供充足的数据支持
|
||||||
|
- 微调指令数据经过严格的人工筛查,保证优质的指令数据用于模型微调
|
||||||
|
|
||||||
|
|
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SDK下载
|
|
||||||
```bash
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#安装ModelScope
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pip install modelscope
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|
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```
|
|
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```python
|
```python
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#SDK模型下载
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import transformers
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from modelscope import snapshot_download
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import torch
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model_dir = snapshot_download('UnicomAI/Unichat-llama3.1-Chinese-8B')
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|
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```
|
model_id = "UnicomAI/Unichat-llama3.1-Chinese-8B"
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Git下载
|
|
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```
|
pipeline = transformers.pipeline(
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#Git模型下载
|
"text-generation",
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git clone https://www.modelscope.cn/UnicomAI/Unichat-llama3.1-Chinese-8B.git
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model=model_id,
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model_kwargs={"torch_dtype": torch.bfloat16},
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|
device_map="auto",
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|
)
|
||||||
|
|
||||||
|
messages = [
|
||||||
|
{"role": "system", "content": "You are a helpful assistant"},
|
||||||
|
{"role": "user", "content": "你是谁?"},
|
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|
]
|
||||||
|
|
||||||
|
outputs = pipeline(
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messages,
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max_new_tokens=1024,
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do_sample=False,
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|
repetition_penalty=1.1,
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)
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print(outputs[0]["generated_text"][-1])
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```
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```
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|
|
||||||
<p style="color: lightgrey;">如果您是本模型的贡献者,我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>,及时完善模型卡片内容。</p>
|
## 资源
|
||||||
|
更多模型,数据集和训练相关细节请参考:
|
||||||
|
* Github:[**Unichat-llama3-Chinese**](https://github.com/UnicomAI/Unichat-llama3-Chinese)
|
||||||
|
|
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39
config.json
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39
config.json
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@@ -0,0 +1,39 @@
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|||||||
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{
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||||||
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"_name_or_path": "/home/jovyan/LLM/lir/model/meta-llama/Meta-Llama-3.1-8B-Instruct",
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|
"architectures": [
|
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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],
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.43.1",
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||||||
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"use_cache": false,
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"vocab_size": 128256
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}
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generation_config.json
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{
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||||||
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"do_sample": true,
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||||||
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"eos_token_id": 128009,
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||||||
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"max_new_tokens": 2048,
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||||||
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"pad_token_id": 128009,
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||||||
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"temperature": 0.3,
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||||||
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"top_k": 20,
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||||||
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"top_p": 0.7,
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||||||
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"transformers_version": "4.43.1"
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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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|
||||||
|
"model.norm.weight": "model-00004-of-00004.safetensors"
|
||||||
|
}
|
||||||
|
}
|
||||||
17
special_tokens_map.json
Normal file
17
special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|begin_of_text|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|eot_id|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": "<|eot_id|>"
|
||||||
|
}
|
||||||
410504
tokenizer.json
Normal file
410504
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2063
tokenizer_config.json
Normal file
2063
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user