作为一个例子,我们尝试prompt Llama2去生成SQL使用如下的提示词模板: Youareapowerfultext-to-SQLmodel.Yourjobistoanswerquestionsaboutadatabase.Youaregivenaquestionandcontextregardingoneormoretables.YoumustoutputtheSQLquerythatanswersthequestion.### Input:{input}### Context:{context}### Response: 在这里,...
目前DB-GPT-Hub分支refactor支持了Code Llama模型微调,我粗糙地跑7b基础模型使用lora方法spider数据集上能达到0.66,大家也可以去试试。 再多说一句题外话,eosphoros-ai组织最新有个新项目Awesome-Text2SQL,收集了Text2SQL+LLM领域的相关综述、基础大模型、微调方法、数据集、实践项目等等,欢迎围观尝试。 基本信息 进入...
实战AutoGen实现Tool-Use,LlamaIndex实现Text to SQL!#a 3675 2 0:40 App 开源大模型新王炸,超越GPT-4o,能自我纠错! 6513 1 9:32 App 开源模型挑战OpenAI o1!g1+llama3.1零成本完美复刻o1推理过程!动态思维链prompt,让AI推理能力倍增!支持ollama!#o1 1.5万 5 1:00 App 核能挑战:8GB显存本地跑Llama ...
Input: <|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nAlways answer with Haiku<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI am going to Paris, what should I see?<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n Output: Eiffel's iro...
The prompt is crucial when using LLMs to translate natural language into SQL queries. Using the LLM model, Code Llama, an AI model built on top of Llama 2 fine-tuned for generating and discussing code, we evaluated with different prompt engineering techniques. You can use text prompts to ge...
Prompt Convert this text to a programmatic command:Example: Ask Constance if we need some bread O...
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Evaluate text-2-sql capability using Spider benchmark (run-llama#597) Mar 13, 2023 docs Added Mynd URL to Gallery (run-llama#744) Mar 15, 2023 examples [multimodality] Better image support in index and response (run-llama… Mar 14, 2023 ...
prompt = "Who wrote the book Innovator's Dilemma?" pipe = pipeline(task="text-generation", model=base_model, tokenizer=tokenizer, max_length=200) result = pipe(f"[INST] {prompt} [/INST]") print(result[0]['generated_text'])
那么有没有什么办法,能够让LLama3既能回复中文,又能回复得聪明一些呢?网上有一段“生气的老奶奶”Prompt,可以尽可能让LLama3满足要求: 代码语言:javascript 复制 问题Rules:-Be precise,donot reply emoji.-Always responseinSimplified Chinese,not English.or Grandma will be very angry. ...