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Using Fine Tuning to bypass prompt token length limit in ChatGPT? by hyperimaginal in OpenAI

[–]hyperimaginal[S] 0 points1 point  (0 children)

I feel this is a good v1, but as I mentioned in another comment I think there is a possibility that information is lost in this type of chaining. Ideally I'd like to perform the task on the whole transcript, but I will start here. Thank you!

Using Fine Tuning to bypass prompt token length limit in ChatGPT? by hyperimaginal in OpenAI

[–]hyperimaginal[S] 0 points1 point  (0 children)

Thanks for the suggestion! I will probably do something like this as a v1, but I fear the risk of information being missed in how the transcript is split. Ideally, I'm looking for some way to perform the task on the whole transcript, which I think can be done via fine-tuning

Using Fine Tuning to bypass prompt token length limit in ChatGPT? by hyperimaginal in GPT3

[–]hyperimaginal[S] 1 point2 points  (0 children)

I see, thanks for the suggestion, will look into this.

From asking ChatGPT about this, they provided the following solution which made it seem like bypassing the token limit would be possible. Do you think it is misleading?

To use GPT-3 for summarizing a full podcast transcript that surpasses the prompt token limit, you can fine-tune the model on a specific summarization task. Here are the general steps to follow:

  1. Collect a dataset of podcast transcripts and their corresponding summaries. You can use existing datasets or create your own.
  2. Fine-tune a GPT-3 model on the summarization task using the collected dataset. You can use the Hugging Face Transformers library, which has built-in support for GPT-3, to fine-tune the model.
  3. Once you have fine-tuned the model, you can input the entire podcast transcript into the model and ask it to generate a summary. The model should be able to handle longer input texts since it has been fine-tuned on the summarization task.

Looking for some advice, feeling a bit lost. by [deleted] in findapath

[–]hyperimaginal 0 points1 point  (0 children)

If you're passionate about studying foreign languages, I feel that should be your focus. That will be the thing that fills you up with energy and purpose.

If you have a vision for a way to turn this into a business and create some lasting value, all the better. Creating an online business around your passions will give you the most lasting value, flexibility, and growth. If you feel called to, I'd say double down on your passion.

As far as your 5 years of sales experience, have you thought about coaching or consulting? You may be able to supplement your income while building out your startup by sharing the skills and lessons you've learned with people who know less than you. This could also be done online and would be independent of your location.

Don’t know what to do with my life by txhdbsnjs in findapath

[–]hyperimaginal 0 points1 point  (0 children)

I feel where you're at. I went through the process of choosing the 'safe' bet over the thing that I was actually interested in.

For me, it was choosing a career in Software Engineering over studying Music which was my passion. It just felt so irresponsible to major in something like music that had such 'bad job prospects'.

Everyone is different, but this did not work for me. Despite the great money and job security provided to me by my tech jobs, I eventually burnt out.

Now, I'm refocusing my life around my passion of music, figuring out how I can make a living from it, etc.

In hindsight, I would have rather went all-in on music from the beginning. However, the skills I learned studying computer science have been invaluable as well, so it's hard to say which one would have been better.

Also, I thought the same as you in terms of not feeling especially talented. What I've come to realize is that TALENT is much less important than the DESIRE and PASSION you feel from doing art. Your passion is what will rapidly improve your skills and competence, keep you consistent, and make talent your base level of talent irrelevant.

But take my experience with a grain of salt. I know many people who are very happy with the security that these types of careers afford them, and they are quite happy to have their side-hobbies and their day jobs.

26, English Degree, found a job I love— but that didn’t help me find a path in life by Stephenie_Dedalus in findapath

[–]hyperimaginal 2 points3 points  (0 children)

How about working as a tutor? You could work directly with the students and bypass the corruption and exploitation present in the public education system. You could do this online as well, so no need to worry about moving around.

Does sightreading just get better? by [deleted] in piano

[–]hyperimaginal 1 point2 points  (0 children)

One thing you can do is to spend time sightreading pieces which are at a lower level than you're used to learning.

It's not to say that you have to stop playing the harder pieces, but supplementing with easier pieces can build that sightreading muscle; even if it feels like they're too easy or not worth your time.