---
tags:
- llm
- llama
- llama2
- questions
---

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    <img src="https://huggingface.co/FPHam/Reverso_Expanded_13b_Q_Generator_GPTQ/resolve/main/reverso-expanded.jpg" alt="Reverso Expanded 0.2" style="width: 80%; min-width: 200px; display: block; margin: auto;">
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        <p><a href="https://ko-fi.com/Q5Q5MOB4M">Buy my great moustache Ko-fi</a></p>
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# Reverso Expanded 0.2 (The Crash-files)

Reversing soon

As you can plainly see by looking at the magnificent size of his mustache alone, Reverso Expanded obviously has far greater reach than poor old [Reverso](https://huggingface.co/FPHam/Reverso_13b_Q_Generator_GPTQ) , whose questioning skills were honed to merely ask mainly "what" kind of questions, since that is the kind of guy he is, a 'what' kind of guy. 

But his bro Reverso Expanded, with the magnificent hirsute wonder that adorns his upper lip, asks lots and lots of other kinds of questions ("explain", "write", "provide", "what if", "let's say"). 

Pros and cons both ways, though.

For instance, Reverso Expanded has more sophisticated querying skills (try it some time; I'm sure you would be shocked!) but if the submitted text is mere blatherous prose, lacking any real aim or focus, Reverso Expanded can reply with a "Write a stupid, long, rambling screed about nothing, and thus bore everybody to death, including myself, as I am forced to read your stupid essay, jerk." 

Which might not be everybody’s cup of tea anyway, especially when you are feeding it lots of stupid junk (i.e., most of the stuff in the top-ten romance list or this entire description).

Reverso Expanded also gleefully crashed my computer during training, and the latest recovered snapshot was not quite what I was looking for, but there you go anyway.
He appears to be functioning perfectly well on only partial brainpower. 

Maybe full finetuning would be better? We'll never know! 

# How to use his moustache power

```
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Generate a question based on the following answer: Blah-blah-blah

### Response:

```


Notice how I highlighted in bold (I didn't, but I wanted to) the fact that "Generate a question based on the following answer: " is actually the crucial bit of information here, because without it, Reverso is not nearly as eager to produce a simple question (which, admittedly, can be kinda interesting too).