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[return to "Fine-tune your own Llama 2 to replace GPT-3.5/4"]
1. ronyfa+wk[view] [source] 2023-09-12 18:29:55
>>kcorbi+(OP)
For translation jobs, I've experimented with Llama 2 70B (running on Replicate) v/s GPT-3.5;

For about 1000 input tokens (and resulting 1000 output tokens), to my surprise, GPT-3.5 turbo was 100x cheaper than Llama 2.

Llama 7B wasn't up to the task fyi, producing very poor translations.

I believe that OpenAI priced GPT-3.5 aggressively cheap in order to make it a non-brainer to rely on them rather than relying on other vendors (even open source models).

I'm curious to see if others have gotten different results?

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2. averev+AY[view] [source] 2023-09-12 20:38:02
>>ronyfa+wk
Together AI has new aggressive pricing where 70b are on par with gpt35 and everything smaller is fairly cheaper. The catch is the only 32k context length model as of today is their llama 7b which is fairly limited.
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