production7 questions

Questions about production

18votes
2answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
11votes
0answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
14votes
0answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

askedabout 2 months ago
Mike Chen1750
19votes
1answers

How to optimize LLM inference costs in production?

Our AI application is getting expensive with GPT-4 API calls. We're spending $5000/month and growing. What strategies can reduce costs without sacrificing too much quality? Current setup: - 100k API...

asked3 months ago
Mike Chen1750