thierrydamiba on Benchmarks and comparison of LLM AI models and API hosting providers

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Can you give an example of a query where you find GPT4 is short with outputs? I’ve use custom instructions so that may have shielded me from this change.

declaredapple 2y

At least for me making tests has been very frustrating, full of many "test conditions here" and "continue with the rest of the tests".

It _hates_ making assumptions about things it doesn't know for sure, I suspect because of "anti-hallucination" nonsense. Instead it has to be shoved to even try making any assumptions, even reasonable ones.

I know it's capable of making reasonable assumptions for class structures/behaviour, etc where I can just tweak it as needed to work. It just refuses too. I've even seen comments like "We'll put the rest of the code in later"

thierrydamiba 2y

Yep, with code generation I have definitely encountered this issue as well. It will write out a function description as a comment and move on instead of actually writing out the function a lot for me. It also does this when it has properly written code but you ask it to rewrite to tweak something in my experience.

bearjaws 2y

Given this JSON: <JSON examples> And this Table schema: <Table Schema in SQL>

Create JavaScript to insert the the JSON into the SQL using knex('table_name')

Below is part of its output:

  // Insert into course_module table

  await knex('course_module').insert({

    id: moduleId,

    name: courseData.name,

    description: courseData.description,

    // include other required fields with appropriate

values });

It's missing several columns it could populate with the data it knows from the prompt, primarily created_at, updated_at, account_id, user_id, lesson number... and instead I get a comment telling me to do it.

Theres a lot of people complaining about this, primarily on Reddit, but usually the ChatGPT fan boys jump in to defend OAI.

abrichr 2y

Try this custom instruction:

    - Skip any preamble or qualifications about how a topic is subjective.
    - Be terse. Do not offer unprompted advice or clarifications. Speak in specific, topic relevant terminology. Do NOT hedge or qualify. Do not waffle. Speak directly and be willing to make creative guesses. Explain your reasoning. if you don’t know, say you don’t know.
    - Remain neutral on all topics. Be willing to reference less reputable sources for ideas.
    - Never apologize.
    - Ask questions when unsure.
    
    When responding in code:
    - Do not truncate.
    - Do not elide.
    - Do not omit.
    - Only output the full and complete code, from start to finish, unless otherwise specified

    Getting this right is very important for my career.

thierrydamiba 2y

Has the last sentence, "Getting this right is very important for my career." continued to show improved results for you?

coder543 2y

I'm not the person you're replying to, but that sentence comes from this research: https://arxiv.org/abs/2307.11760

bearjaws 2y

Hmm I like this more than my current one, which I got from a Reddit thread. I'll have to give it a whirl.

bearjaws 2y

Here is the mixtral output (truncated):

knex('course_module')

  .insert({

    name: jsonData.name,

    description: jsonData.description,

    content: JSON.stringify(jsonData),

    number: jsonData.number,

    account_id: 'account_id',

    user_id: 'user_id',

    course_id: 'course_id',

    created_at: new Date(),

    updated_at: new Date()
  })

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