Advanced model settings

Context window size and token costs

In most cases, you can safely ignore aider’s warning about unknown context window size and model costs.

Aider never enforces token limits, it only reports token limit errors from the API provider. You probably don’t need to configure aider with the proper token limits for unusual models.

But, you can register context window limits and costs for models that aren’t known to aider. Create a .aider.model.metadata.json file in one of these locations:

• Your home directory.
• The root if your git repo.
• The current directory where you launch aider.
• Or specify a specific file with the --model-metadata-file <filename> switch.

If the files above exist, they will be loaded in that order. Files loaded last will take priority.

The json file should be a dictionary with an entry for each model, as follows:

{
    "deepseek/deepseek-chat": {
        "max_tokens": 4096,
        "max_input_tokens": 32000,
        "max_output_tokens": 4096,
        "input_cost_per_token": 0.00000014,
        "output_cost_per_token": 0.00000028,
        "litellm_provider": "deepseek",
        "mode": "chat"
    }
}

Use a fully qualified model name with a provider/ at the front in the .aider.model.metadata.json file. For example, use deepseek/deepseek-chat, not just deepseek-chat. That prefix should match the litellm_provider field.

Contribute model metadata

Aider relies on litellm’s model_prices_and_context_window.json file for model metadata.

Consider submitting a PR to that file to add missing models.

Model settings

Aider has a number of settings that control how it works with different models. These model settings are pre-configured for most popular models. But it can sometimes be helpful to override them or add settings for a model that aider doesn’t know about.

Configuration file locations

You can override or add settings for any model by creating a .aider.model.settings.yml file in one of these locations:

• Your home directory.
• The root if your git repo.
• The current directory where you launch aider.
• Or specify a specific file with the --model-settings-file <filename> switch.

If the files above exist, they will be loaded in that order. Files loaded last will take priority.

The yaml file should be a list of dictionary objects for each model.

Global extra params

You can use the special model name aider/extra_params to define extra_params that will be passed to litellm.completion() for all models. Only the extra_params dict is used from this special model name.

For example:

- name: aider/extra_params
  extra_params:
    extra_headers:
      Custom-Header: value
    max_tokens: 8192

These settings will be merged with any model-specific settings, with the aider/extra_params settings taking precedence for any direct conflicts.

Example model settings

Below are all the pre-configured model settings to give a sense for the settings which are supported.

You can also look at the ModelSettings class in models.py file for more details about all of the model setting that aider supports.

- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-3.5-turbo
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-3.5-turbo-0125
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-3.5-turbo-1106
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-3.5-turbo-0613
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-3.5-turbo-16k-0613
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: udiff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4-turbo-2024-04-09
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: udiff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4-turbo
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: openai/gpt-4o
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: openai/gpt-4o-2024-08-06
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4o-2024-08-06
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4o-2024-11-20
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: openai/gpt-4o-2024-11-20
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4o
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4o-mini
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: openai/gpt-4o-mini
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: openai/gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: udiff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: true
  extra_params: null
  lazy: true
  name: gpt-4-0125-preview
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: udiff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: true
  name: gpt-4-1106-preview
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-4-vision-preview
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: true
  extra_params: null
  lazy: false
  name: gpt-4-0314
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-4-0613
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: gpt-4-32k-0613
  reminder: sys
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: gpt-4o-mini
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: claude-3-opus-20240229
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-5-haiku-20241022
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: openrouter/anthropic/claude-3-opus
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: openrouter/anthropic/claude-3-5-haiku
- cache_control: false
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params: null
  lazy: false
  name: claude-3-sonnet-20240229
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: claude-3-5-sonnet-20240620
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: claude-3-5-sonnet-20240620
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: anthropic/claude-3-5-sonnet-20240620
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: anthropic/claude-3-5-sonnet-20240620
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: anthropic/claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: anthropic/claude-3-5-sonnet-20241022
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: anthropic/claude-3-5-sonnet-20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: anthropic/claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: anthropic/claude-3-5-sonnet-20241022
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: anthropic/claude-3-5-sonnet-latest
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: anthropic/claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: claude-3-5-sonnet-20241022
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
    max_tokens: 8192
  lazy: false
  name: claude-3-5-sonnet-20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
  lazy: false
  name: anthropic/claude-3-haiku-20240307
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: anthropic/claude-3-haiku-20240307
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
  lazy: false
  name: anthropic/claude-3-5-haiku-20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: anthropic/claude-3-5-haiku-20241022
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
  lazy: false
  name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
  lazy: false
  name: claude-3-5-haiku-20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-5-haiku-20241022
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: false
  extra_params:
    max_tokens: 4096
  lazy: false
  name: vertex_ai/claude-3-5-haiku@20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: vertex_ai/claude-3-5-haiku@20241022
- cache_control: true
  caches_by_default: false
  edit_format: whole
  editor_edit_format: null
  editor_model_name: null
  examples_as_sys_msg: true
  extra_params:
    extra_headers:
      anthropic-beta: prompt-caching-2024-07-31,pdfs-2024-09-25
  lazy: false
  name: claude-3-haiku-20240307
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: false
  use_system_prompt: true
  use_temperature: true
  weak_model_name: claude-3-haiku-20240307
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: openrouter/anthropic/claude-3.5-sonnet
  examples_as_sys_msg: true
  extra_params:
    max_tokens: 8192
  lazy: false
  name: openrouter/anthropic/claude-3.5-sonnet
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: openrouter/anthropic/claude-3-5-haiku
- cache_control: true
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: openrouter/anthropic/claude-3.5-sonnet:beta
  examples_as_sys_msg: true
  extra_params:
    max_tokens: 8192
  lazy: false
  name: openrouter/anthropic/claude-3.5-sonnet:beta
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: openrouter/anthropic/claude-3-5-haiku:beta
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: vertex_ai/claude-3-5-sonnet@20240620
  examples_as_sys_msg: true
  extra_params:
    max_tokens: 8192
  lazy: false
  name: vertex_ai/claude-3-5-sonnet@20240620
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: vertex_ai/claude-3-5-haiku@20241022
- cache_control: false
  caches_by_default: false
  edit_format: diff
  editor_edit_format: editor-diff
  editor_model_name: vertex_ai/claude-3-5-sonnet-v2@20241022
  examples_as_sys_msg: true
  extra_params:
    max_tokens: 8192
  lazy: false
  name: vertex_ai/claude-3-5-sonnet-v2@20241022
  reminder: user
  send_undo_reply: false
  streaming: true
  use_repo_map: true
  use_system_prompt: true
  use_temperature: true
  weak_model_name: vertex_ai/claude-3-5-haiku@20241022
- cache_control: false
  caches_by_default: false
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