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I was just talking to a colleague about the need for a service like this. Their pricing is much cheaper than self-hosting on AWS (ml.g5.48xlarge, needed to run
by cjonas 3y ago
I was just talking to a colleague about the need for a service like this. Their pricing is much cheaper than self-hosting on AWS (ml.g5.48xlarge, needed to run 70B Lamma2, is $20.36/hr). But the TOS makes it completely unviable.
If someone can figure out how to standup self-hostable, fine-tuneable models with a serverless architecture, it could be a game changer (allowing devs to use something other than OpenAI/Claude).
- yessen 3y agoWe offer Llama-2-70B-chat api[0] at Deep Infra. $1 per 1M tokens, support streaming and OpenAI compatible endpoint[1]. 0. https://deepinfra.com/meta-llama/Llama-2-70b-chat-hf https://deepinfra.com/meta-llama/Llama-2-70b-chat-hf 1. https://deepinfra.com/docs/advanced/openai_api https://deepinfra.com/docs/advanced/openai_api
- cjonas 3y agoNice, awesome that you can just repoint an OpenAI client to this service. I'll give it a try. Do you have future plans to support fine-tuning via pay-per-token billing? Related: Found an interesting Reddit post (rare) discussing how OpenAI manages to do this by loading the LoRA layer at runtime. https://www.reddit.com/r/MachineLearning/comments/15zl7ul/d_how_do_you_think_open_ai_hosts_all_these_fine/ https://www.reddit.com/r/MachineLearning/comments/15zl7ul/d_...
- benxh 3y agoI've had some success using vast.ai[0] with the Oobabooga LLM WebUI (LLaMA2) instances. One click to start up, minimal editing in the interface settings to enable OpenAI compatible interface. [0] https://cloud.vast.ai/ https://cloud.vast.ai/