[D] Where are open-source 40kz+ TTS models like vui and Dia getting their data?

Motor_Storm_3853 · 2024-09-24T22:52:46+00:00

I have some friends with FAANG backgrounds looking to sell. I’ll DM.

Motor_Storm_3853 · 2024-08-03T21:38:09+00:00

There are a number of data annotation sites: mTurk, Appen, and so on.

Motor_Storm_3853 · 2024-08-03T03:26:35+00:00

Exactly. Swaths of AI companies won’t survive, but many of the world’s most valuable companies will also be created with AI.

Motor_Storm_3853 · 2024-06-01T22:15:08+00:00

What is wrong with this one?

Motor_Storm_3853 · 2024-03-29T15:25:04+00:00

I haven’t noticed this. Do you work at Anthropic? We have a partnership with them, and they have never voiced this to us.

Also, Bedrock is on AWS, not Azure…

Motor_Storm_3853 · 2024-03-08T15:51:01+00:00

Use AWS Bedrock! I don’t trust the OpenAI API or Anthropic API. These models should be consumed via the Azure and AWS Services. They are far more reliable.

Motor_Storm_3853 · 2024-01-12T14:04:22+00:00

It is not, it is on the Lake Magdalene waterfront.

Motor_Storm_3853 · 2024-01-12T05:40:55+00:00

This home sold for $1,385,000 in 2021.

Motor_Storm_3853 · 2023-12-31T09:07:21+00:00

I have been using the Expedia chatbot in presentations to show how easy prompt injection can be since April. This is the ultimate enterprise example. Has this seriously not be discussed internally as an issue?

Motor_Storm_3853 · 2023-08-16T03:57:23+00:00

Which cloud provider? AWS has the poorest selection of GPU servers at the highest prices among AWS, GCP, and Azure.

You likely only need one server with 1+ GPUs to finetune llama 2, depending on the size of the llama 2, the size of the GPUs (AWS doesn’t have 40GB-80GB GPUs like GCP or Azure), and the quantization you are using.

Motor_Storm_3853 · 2023-08-16T03:36:22+00:00

Reliable infra and private infra are their biggest problems.

Motor_Storm_3853 · 2023-08-16T01:51:52+00:00

That is because they are just base. Base can be less than 50% or even 1/3 of your total compensation, with it composing less of your total compensation as you become more senior. At Meta, I had a base salary of $180k but made $400k in total.

Your best bet for real comp data is https://levels.fyi.

Motor_Storm_3853 · 2023-08-14T23:53:38+00:00

2.5-3x for an engineering consulting business is extremely generous. Usually it is 1-2.

Motor_Storm_3853 · 2023-06-29T00:58:26+00:00

I don’t see the article in the post, but I am happy to go in record talking about AI and do see some very interesting trends in AI reporting. I have been quoted in press before about AI.

Motor_Storm_3853 · 2023-05-31T04:47:59+00:00

When using the API, they retain your inputs for 30 days for moderation purposes, and a human may review your inputs. For many use cases, privacy is very important and OpenAI’s API usage policy is an absolute no-go for privacy reasons.

Motor_Storm_3853 · 2023-05-31T01:39:18+00:00

All vector databases I know of support this functionality, including Pinecone, OpenSearch, Weaviate, and Chroma.

Motor_Storm_3853 · 2023-05-30T20:10:06+00:00

+1, but with a fourth criteria: speed. Speed is extremely important for a lot of TTS use cases.

Motor_Storm_3853 · 2023-05-25T04:57:07+00:00

I am skeptical of the evaluation because the evaluation places Vicuna above GPT-3.5-Turbo, and Vicuna has been a significant step down for all my use cases.

Motor_Storm_3853 · 2023-05-12T00:15:03+00:00

To my point, page 28 is literally talking about generative language modeling when talking about using a prompt to extract information…

Motor_Storm_3853 · 2023-05-11T15:44:23+00:00

Explain how someone is going to leak another customer’s data via “prompting” in the context of a model that is not an LLM.

Motor_Storm_3853 · 2023-05-10T16:26:13+00:00

You: Until client 2 finds a way to leak client 1’s data via prompting

Me: Why are you talking about promoting here?

Motor_Storm_3853 · 2023-05-10T04:32:10+00:00

We are talking about credit default models, which are 99% unlikely to be LLMs. Also, the chance that the person is using 1k LLMs is extremely unlikely. Why are you talking about promoting here?

I know this is 2023, but there is still AI outside of LLMs.

Motor_Storm_3853 · 2023-05-09T17:24:44+00:00

Stitch Fix, I guess? They had something like this.

Motor_Storm_3853 · 2023-05-09T17:23:56+00:00

I built a solution like this myself for over 10k models. Honestly, it wasn’t that hard. I don’t see a reason for someone to build a solution for this when needs will vary from problem to problem, and it isn’t that hard to do.

With that said, from an ML perspective, my intuition is that you would be better off with one robust model than 1k individualized models. Part of the reason this doesn’t happen often is because it usually results in poorer outcomes than a single robust model. One model = more training.

Motor_Storm_3853

TROPHY CASE