Solutions for common fine-tuning deployment and access issues.
Q: Why am I getting “Model not found” errors when trying to access my fine-tuned model?
If you’re unable to access your fine-tuned model, try these troubleshooting steps:
First steps:
Common causes:
Debug process:
Getting help:
Note: If you have multiple accounts, ensure that access permissions are checked across all of them.
Q: Why am I getting “invalid id” errors when using firectl commands like create deployment or list deployments?
This error typically occurs when your account ID is not properly configured.
invalid id: id must be at least 1 character long
firectl create deployment
firectl list deployments
To resolve:
firectl whoami
to check which account id is being used.firectl signin
to sign-in to the right account.Q: Why can’t I deploy my fine-tuned Llama 3.1 LoRA adapter?
If you encounter the following error:
This issue is due to the fireworks.json
file being set to Llama 3.1 70b instruct by default.
Workaround:
accounts/fireworks/models/llama-v3p1-8b-instruct
.If you experience any issues during these processes, you can: