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Paul Gauthier 2023-08-03 11:45:51 -03:00
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@ -109,14 +109,41 @@ In these cases, here are some things you might try:
Aider does not officially support use with LLMs other than OpenAI's gpt-3.5-turbo and gpt-4 Aider does not officially support use with LLMs other than OpenAI's gpt-3.5-turbo and gpt-4
and their variants. and their variants.
This is because while it's "easy" to connect aider to a new LLM, it's "hard"
to actually teach new LLMs to *edit* code.
It seems to require model-specific tuning to get prompts and GPT-3.5 is just barely able to understand how to modify existing source code files,
editing formats working well with a new model. For example, GPT-3.5 and GPT-4 use very and GPT-4 is quite good at it.
different prompts and editing formats in aider right now. Getting them working that well was a significant undertaking, involving
[specific code editing prompts and backends for each model and extensive benchmarking](https://aider.chat/docs/benchmarks.html).
Adopting new LLMs will probably require a similar effort to tailor the Adopting new LLMs will probably require a similar effort to tailor the
prompting and edit formats. prompts and editing backends.
That said, aider does provide some features to experiment with other models. That said, aider does provide some features to experiment with other models.
Numerous users have already done experiments with numerous models.
So far, no one has reported much success in working with them the way aider
can work with GPT-3.5 and GPT-4.
Once we see signs that a *particular* model is capable of code editing,
it would be reasonable for aider to attempt to officially support such a model.
Until then, aider will simply maintain experimental support for using alternative models
as describe below.
### OpenAI API compatible LLMs
If you can make the model accessible via an OpenAI compatible API,
you can use `--openai-api-base` to connect to a different API endpoint.
Here are some
[GitHub issues which may contain relevant information](https://github.com/paul-gauthier/aider/issues?q=is%3Aissue+%22openai-api-base%22+).
### Local LLMs
[LocalAI](https://github.com/go-skynet/LocalAI)
and
[SimpleAI](https://github.com/lhenault/simpleAI)
look like relevant tools to serve local models via a compatible API:
### Azure ### Azure
@ -149,21 +176,6 @@ See the
[official Azure documentation on using OpenAI models](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?tabs=command-line&pivots=programming-language-python) [official Azure documentation on using OpenAI models](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?tabs=command-line&pivots=programming-language-python)
for more information on how to populate the above configuration values. for more information on how to populate the above configuration values.
### Other LLMs
If you can make the model accessible via an OpenAI compatible API,
you can use `--openai-api-base` to connect to a different API endpoint.
Here are some
[GitHub issues which may contain relevant information](https://github.com/paul-gauthier/aider/issues?q=is%3Aissue+%22openai-api-base%22+).
### Local LLMs
[LocalAI](https://github.com/go-skynet/LocalAI)
and
[SimpleAI](https://github.com/lhenault/simpleAI)
look like relevant tools to serve local models via a compatible API: