How to use gpt4all llora?
There are a few ways to use GPT4All LLaMA:
- Use the GPT4All Web UI:
Go to the GPT4All web UI website.
Enter your prompt in the text box.
Click the "Generate" button.
2. Use the GPT4All Python Library:
Install the GPT4All library using pip: pip install gpt4all
Write Python code to load the model and generate text:
Python
from gpt4all import GPT4All
model = GPT4All("ggml-gpt4all-lora-125M.bin")
prompt = "Tell me a joke"
print(model(prompt))
Use code with caution.
- Use a Custom Application or Tool:
Some applications and tools support GPT4All LLaMA models. You can follow the specific instructions for those tools.
Important Notes:
Model Size: GPT4All LLaMA comes in different sizes (125M, 3B, 7B). The larger the model, the more powerful it is but also requires more resources to run.
Hardware: Running GPT4All LLaMA requires a decent amount of GPU memory. For smaller models, a mid-range GPU might suffice, but larger models might need a high-end GPU.
Fine-tuning: You can fine-tune GPT4All LLaMA on specific tasks or datasets to improve its performance for those tasks.
Source: https://aitoolstoknow.com/