I'm wondering as a hobbyist / tinkerer if a solution like this is "affordable" (I know it's all relative)
Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
261–270 of 349 posts
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#262Private and secure? I thought the main issue with privacy and security of (not at all)OpenAI models is that by using their products you agree for them to retain all the data you send and receive from the models forever for whatever they choose to use it for. Or is this just a thing for free use? If you pay, do you get a Ts&Cs that don't contain any wording like this? Still, even if there was no specific "we own every…
The Azure SLAs state that neither the chats are stored nor used for training in any way. They are private and protected in the same way all the other sensitive data is stored on Azure. On top, you might argue that Microsoft and Azure are easier to trust than a still rather new AI startup.
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#263Earlier quoted context omitted.
> Starting on March 1, 2023, we are making two changes to our data usage and retention policies: > OpenAI will not use data submitted by customers via our API to train or improve our models, unless you explicitly decide to share your data with us for this purpose. You can opt-in to share data. > Any data sent through the API will be retained for abuse and misuse monitoring purposes for a maximum of 30 days, after whi…
Unless required by law… I wonder what law.
Now, I think you can do shady stuff with that wording as well, but I guess you can also get sued if you kept or used an unreasonable percentage of your data longer than when you promised to delete it.
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#264Earlier quoted context omitted.
LLamA 2 at 70B is, let’s say pessimistically 70% as good as GPT3.5. This makes me think that OpenAI is lying about their parameter count, are vastly less efficient than LLaMA, or, the lager model sizes have diminishing returns. Either way, your point is a good one. Something doesn’t add up.
IMO Llama2 really isn’t close to 3.5. It still has regular mode collapse (or whatever you call getting repetitive and nonsensical responses after a while), it has very poor mathematical/logical reasoning and is not good at following multi-part instructions. It just sounds like 3.5/4 because it was trained on it.
The llama2 is a language model. I imagine the language model behind chatgpt is not much different (perhaps it's better, but not by many months AI research time). It likely also suffers from "mode collapse" issues etc.
But 3.5 also has a lot of systems around it that detects mode collapse and applies some kind of mitigation, forcing the model to give a more reasonable output. Mathematical / logical reasoning questions are likely also detected hand passed on in some form to a separate system.
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#265This appears to be a web frontend with authentication for Azure's OpenAI API, which is a great choice if you can't use Chat GPT or its API at work. If you're looking to try the "open" models like Llama 2 (or it's uncensored version Llama 2 Uncensored), check out https://github.com/jmorganca/ollama or some of the lower level runners like llama.cpp (which powers the aforementioned project I'm working on) or Candle, the…
Llama 2 might by some measures be close to GPT 3.5, but it’s nowhere near GPT 4, nor Anthropic Claude 2 or Cohere’s model. The closed source players have the best researchers - they are being paid millions a year with tons of upside - and it’s hard to keep pace with that. My sense is that the foundation model companies have an edge for now and will probably stay a few steps ahead of the open source realm simply for e…
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#266Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#267Earlier quoted context omitted.
Microsoft owns enough of OpenAI that their endgame goal of putting GPT like features into Azure and Office365 for enterprise customers is what we’re likely to see happen. OpenAI will likely target private consumers while Microsoft focuses on enterprise. I can use my own organisation as an example. We’re an investment bank that does green energy within the EU. We would absolutely use GPT if it was legal, but it isn’t,…
OpenAI APIs have pretty much as clear a contract as you can get with a third party. > Starting on March 1, 2023, we are making two changes to our data usage and retention policies: > OpenAI will not use data submitted by customers via our API to train or improve our models, unless you explicitly decide to share your data with us for this purpose. You can opt-in to share data. > Any data sent through the API will be r…
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#268Anyone know what the cost is for Azure VS OpenAI?
https://azure.microsoft.com/en-us/pricing/details/cognitive-...
disclaimer/source: I work at Microsoft on Azure/OpenAI
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#269Earlier quoted context omitted.
Unless required by law… I wonder what law.
"Unless required by law" is wording required to enable a mechanism called "legal hold". If an authority or lawyer discovers some documents for a case they get to prevent their automatic deletion until that case gets closed. Basically, you don't want to lose evidence if there's a warrant or ongoing lawsuit. I really see no problem with that clause in most ToS documents. Now, I think you can do shady stuff with that wo…
Perhaps more nit-pickinlgy specific, they may be compelled by law (the courts or an agency with enforcement capacity) to maintain evidence if there's a warrant or ongoing lawsuit.
Re: Azure ChatGPT: Private and secure ChatGPT for internal enterprise use
#270Private and secure? I thought the main issue with privacy and security of (not at all)OpenAI models is that by using their products you agree for them to retain all the data you send and receive from the models forever for whatever they choose to use it for. Or is this just a thing for free use? If you pay, do you get a Ts&Cs that don't contain any wording like this? Still, even if there was no specific "we own every…