Update prompt format
Browse files- README.md +27 -1
- README_zh.md +23 -1
README.md
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@@ -39,11 +39,37 @@ model = AutoModelForCausalLM.from_pretrained(
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).to(device).eval()
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inputs = tokenizer.apply_chat_template([{"role": "user", "content": "write a quick sort"}], add_generation_prompt=True, tokenize=True, return_tensors="pt", return_dict=True ).to(device)
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with torch.no_grad():
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outputs = model.generate(**inputs)
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outputs = outputs[:, inputs['input_ids'].shape[1]:]
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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## Evaluation
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| **Model** | **Seq Length** | **HumanEval** | **MBPP** | **NCB** | **LCB** | **HumanEvalFIM** | **CRUXEval-O** |
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).to(device).eval()
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inputs = tokenizer.apply_chat_template([{"role": "user", "content": "write a quick sort"}], add_generation_prompt=True, tokenize=True, return_tensors="pt", return_dict=True ).to(device)
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with torch.no_grad():
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outputs = model.generate(**inputs, max_length=256)
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outputs = outputs[:, inputs['input_ids'].shape[1]:]
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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If you want to build the **chat** prompt mannually, please make sure it follows the following format:
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```
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f"<|system|>\n{system_prompt}\n<|user|>\n{prompt}\n<|assistant|>\n"
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```
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Default system_prompt:
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```
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你是一位智能编程助手,你叫CodeGeeX。你会为用户回答关于编程、代码、计算机方面的任何问题,并提供格式规范、可以执行、准确安全的代码,并在必要时提供详细的解释。
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```
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The English version:
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```
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You are an intelligent programming assistant named CodeGeeX. You will answer any questions users have about programming, coding, and computers, and provide code that is formatted correctly.
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```
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For **infilling** ability, please use (without system prompt):
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```
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f"<|user|>\n<|code_suffix|>{suffix}<|code_prefix|>{prefix}<|code_middle|><|assistant|>\n"
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```
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Additional infos (like file path, programming language, mode) can be added. Example:
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```
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<|user|>
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###PATH:src/example.py
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###LANGUAGE:Python
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###MODE:BLOCK
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<|code_suffix|>{suffix}<|code_prefix|>{prefix}<|code_middle|><|assistant|>
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```
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## Evaluation
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| **Model** | **Seq Length** | **HumanEval** | **MBPP** | **NCB** | **LCB** | **HumanEvalFIM** | **CRUXEval-O** |
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README_zh.md
CHANGED
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@@ -22,11 +22,33 @@ model = AutoModelForCausalLM.from_pretrained(
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).to(device).eval()
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inputs = tokenizer.apply_chat_template([{"role": "user", "content": "write a quick sort"}], add_generation_prompt=True, tokenize=True, return_tensors="pt", return_dict=True).to(device)
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with torch.no_grad():
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outputs = model.generate(**inputs)
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outputs = outputs[:, inputs['input_ids'].shape[1]:]
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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## 评测指标
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| **模型** | **序列长度** | **HumanEval** | **MBPP** | **NCB** | **LCB** | **HumanEvalFIM** | **CRUXEval-O** |
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).to(device).eval()
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inputs = tokenizer.apply_chat_template([{"role": "user", "content": "write a quick sort"}], add_generation_prompt=True, tokenize=True, return_tensors="pt", return_dict=True).to(device)
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with torch.no_grad():
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outputs = model.generate(**inputs, max_length=256)
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outputs = outputs[:, inputs['input_ids'].shape[1]:]
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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如果希望手动拼接**聊天**prompt,请使用以下格式:
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```
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f"<|system|>\n{system_prompt}\n<|user|>\n{prompt}\n<|assistant|>\n"
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```
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默认系统指令:
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```
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你是一位智能编程助手,你叫CodeGeeX。你会为用户回答关于编程、代码、计算机方面的任何问题,并提供格式规范、可以执行、准确安全的代码,并在必要时提供详细的解释。
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```
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使用**上下文补全能力**能力,请使用以下格式(不需要系统指令):
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```
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f"<|user|>\n<|code_suffix|>{suffix}<|code_prefix|>{prefix}<|code_middle|><|assistant|>\n"
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```
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可以添加额外信息(如文件名,编程语言,模式等),示例:
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```
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<|user|>
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###PATH:src/example.py
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###LANGUAGE:Python
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###MODE:BLOCK
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<|code_suffix|>{suffix}<|code_prefix|>{prefix}<|code_middle|><|assistant|>
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```
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## 评测指标
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| **模型** | **序列长度** | **HumanEval** | **MBPP** | **NCB** | **LCB** | **HumanEvalFIM** | **CRUXEval-O** |
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