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* Added modal labs example to documentation * Modal snippet update docs --------- Signed-off-by: Andriy Mulyar <andriy.mulyar@gmail.com>
35 lines
947 B
Markdown
35 lines
947 B
Markdown
# GPT4All with Modal Labs
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You can easily query any GPT4All model on [Modal Labs](https://modal.com/) infrastructure!
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## Example
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```python
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import modal
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def download_model():
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import gpt4all
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#you can use any model from https://gpt4all.io/models/models.json
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return gpt4all.GPT4All("ggml-gpt4all-j-v1.3-groovy.bin")
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image=modal.Image.debian_slim().pip_install("gpt4all").run_function(download_model)
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stub = modal.Stub("gpt4all", image=image)
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@stub.cls(keep_warm=1)
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class GPT4All:
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def __enter__(self):
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print("Downloading model")
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self.gptj = download_model()
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print("Loaded model")
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@modal.method()
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def generate(self):
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messages = [{"role": "user", "content": "Name 3 colors"}]
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completion = self.gptj.chat_completion(messages)
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print(f"Completion: {completion}")
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@stub.local_entrypoint()
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def main():
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model = GPT4All()
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for i in range(10):
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model.generate.call()
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```
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