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I find that the number of the grammar rules is 94 when I follow the instructions to preprocess the data (with the hyper-parameter fs=2). But the size of rule_embedding in the pre-trained model is 97.
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为什么总是训练到第6个epoch的时候,损失函数就会变成nan
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
**Can we apply the **Retry** Agent for the Query Time Sample Row Retrieval with ch…
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Hello,
I am attempting to train the T5 model with the command below:
`python3 main_allennlp.py train configs/t5_text2sql_sede.jsonnet -s experiments/name_of_experiment --include-package src`
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在text2SQL任务中,请问该模型的输出总是会重复输入的promp,导致输出长度限制,真正的select语句被截断。
请问怎么让模型只输出有用的SQL语句呢
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Given similar names for other projects -text2sql.ai, etc, this project to should adopt a new name with no clashes to existing ones. Please share your ideas below and we will name it based on upvotes.
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Adding schema of all tables in prompt can exceed LLM context limit hence not viable. How PremSQL handles schema with large number of tables? Is there a strategy to only add schema of relevant tables …
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求助:如何通过微调提升模型的text2sql能力?
1. 如何给模型注入库表信息、业务知识?
2. 如何校正模型输出的SQL?
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当前给出一个建表语句(比如一张用户登录日志表),再问一个问题(比如 当天的DAU是多少), chatglm会给出错误的sql语句。 比如加了一些无关的字段、sql关键字之间没有空格、用户没有去重等
期望通过微调,提升模型的te…
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Hi @tscholak - Appreciate your work on text2sql. I am trying to implement this in one of our usecase where data is in Snowflake. However, for POC I have created sqlite instance of small subset of data…
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import autogen
import logging
from virus_agent import VirusAgent
from text2sql_agent import GoldenEyesAgent
from autogen import ConversableAgent
from autogen import config_list_from_json
from au…