forked from phoenix/litellm-mirror
53 lines
No EOL
1.7 KiB
Markdown
53 lines
No EOL
1.7 KiB
Markdown
# Multiple Deployments
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If you have multiple deployments of the same model, you can pass the list of deployments, and LiteLLM will return the first result.
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## Quick Start
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Multiple providers offer Mistral-7B-Instruct.
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Here's how you can use litellm to return the first result:
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```python
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from litellm import completion
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messages=[{"role": "user", "content": "Hey, how's it going?"}]
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## All your mistral deployments ##
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model_list = [{
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"model_name": "mistral-7b-instruct",
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"litellm_params": { # params for litellm completion/embedding call
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"model": "replicate/mistralai/mistral-7b-instruct-v0.1:83b6a56e7c828e667f21fd596c338fd4f0039b46bcfa18d973e8e70e455fda70",
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"api_key": "replicate_api_key",
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}
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}, {
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"model_name": "mistral-7b-instruct",
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"litellm_params": { # params for litellm completion/embedding call
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"model": "together_ai/mistralai/Mistral-7B-Instruct-v0.1",
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"api_key": "togetherai_api_key",
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}
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}, {
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"model_name": "mistral-7b-instruct",
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"litellm_params": { # params for litellm completion/embedding call
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"model": "together_ai/mistralai/Mistral-7B-Instruct-v0.1",
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"api_key": "togetherai_api_key",
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}
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}, {
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"model_name": "mistral-7b-instruct",
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"litellm_params": { # params for litellm completion/embedding call
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"model": "perplexity/mistral-7b-instruct",
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"api_key": "perplexity_api_key"
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}
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}, {
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"model_name": "mistral-7b-instruct",
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"litellm_params": {
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"model": "deepinfra/mistralai/Mistral-7B-Instruct-v0.1",
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"api_key": "deepinfra_api_key"
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}
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}]
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## LiteLLM completion call ## returns first response
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response = completion(model="mistral-7b-instruct", messages=messages, model_list=model_list)
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print(response)
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``` |