mirror of
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1259 lines
31 KiB
Markdown
1259 lines
31 KiB
Markdown
---
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parent: Configuration
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nav_order: 950
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description: Configuring advanced settings for LLMs.
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---
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# Advanced model settings
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## Context window size and token costs
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In most cases, you can safely ignore aider's warning about unknown context
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window size and model costs.
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{: .note }
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Aider never *enforces* token limits, it only *reports* token limit errors
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from the API provider.
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You probably don't need to
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configure aider with the proper token limits
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for unusual models.
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But, you can register context window limits and costs for models that aren't known
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to aider. Create a `.aider.model.metadata.json` file in one of these locations:
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- Your home directory.
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- The root if your git repo.
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- The current directory where you launch aider.
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- Or specify a specific file with the `--model-metadata-file <filename>` switch.
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If the files above exist, they will be loaded in that order.
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Files loaded last will take priority.
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The json file should be a dictionary with an entry for each model, as follows:
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```
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{
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"deepseek/deepseek-chat": {
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"max_tokens": 4096,
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"max_input_tokens": 32000,
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"max_output_tokens": 4096,
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"input_cost_per_token": 0.00000014,
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"output_cost_per_token": 0.00000028,
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"litellm_provider": "deepseek",
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"mode": "chat"
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}
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}
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```
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See
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[litellm's model_prices_and_context_window.json file](https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json) for more examples.
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{: .tip }
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Use a fully qualified model name with a `provider/` at the front
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in the `.aider.model.metadata.json` file.
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For example, use `deepseek/deepseek-chat`, not just `deepseek-chat`.
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## Model settings
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Aider has a number of settings that control how it works with
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different models.
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These model settings are pre-configured for most popular models.
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But it can sometimes be helpful to override them or add settings for
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a model that aider doesn't know about.
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### Configuration file locations
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You can override or add settings for any model by creating a `.aider.model.settings.yml` file in one of these locations:
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- Your home directory.
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- The root if your git repo.
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- The current directory where you launch aider.
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- Or specify a specific file with the `--model-settings-file <filename>` switch.
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If the files above exist, they will be loaded in that order.
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Files loaded last will take priority.
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The yaml file should be a list of dictionary objects for each model.
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### Global extra params
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You can use the special model name `aider/extra_params` to define
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`extra_params` that will be passed to `litellm.completion()` for all models.
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Only the `extra_params` dict is used from this special model name.
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For example:
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```yaml
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- name: aider/extra_params
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extra_params:
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extra_headers:
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Custom-Header: value
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max_tokens: 8192
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```
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These settings will be merged with any model-specific settings, with the
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`aider/extra_params` settings taking precedence for any direct conflicts.
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### Example model settings
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Below are all the pre-configured model settings to give a sense for the settings which are supported.
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You can also look at the `ModelSettings` class in
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[models.py](https://github.com/Aider-AI/aider/blob/main/aider/models.py)
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file for more details about all of the model setting that aider supports.
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<!--[[[cog
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from aider.models import get_model_settings_as_yaml
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cog.out("```yaml\n")
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cog.out(get_model_settings_as_yaml())
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cog.out("```\n")
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]]]-->
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```yaml
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- cache_control: false
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caches_by_default: false
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edit_format: whole
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editor_edit_format: null
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editor_model_name: null
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examples_as_sys_msg: false
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extra_params: null
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lazy: false
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name: gpt-3.5-turbo
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reminder: sys
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send_undo_reply: false
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|
streaming: true
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|
use_repo_map: false
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|
use_system_prompt: true
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|
use_temperature: true
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|
weak_model_name: gpt-4o-mini
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- cache_control: false
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caches_by_default: false
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edit_format: whole
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editor_edit_format: null
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editor_model_name: null
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examples_as_sys_msg: false
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extra_params: null
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|
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
|
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edit_format: whole
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editor_edit_format: null
|
|
editor_model_name: null
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examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: gpt-3.5-turbo-1106
|
|
reminder: sys
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|
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
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|
- 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
|
|
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
|
|
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
|
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editor_model_name: null
|
|
examples_as_sys_msg: true
|
|
extra_params:
|
|
max_tokens: 8192
|
|
lazy: false
|
|
name: deepseek-chat
|
|
reminder: sys
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: true
|
|
use_temperature: true
|
|
weak_model_name: null
|
|
- cache_control: false
|
|
caches_by_default: true
|
|
edit_format: diff
|
|
editor_edit_format: null
|
|
editor_model_name: null
|
|
examples_as_sys_msg: true
|
|
extra_params:
|
|
max_tokens: 8192
|
|
lazy: false
|
|
name: deepseek-coder
|
|
reminder: sys
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: true
|
|
use_temperature: true
|
|
weak_model_name: null
|
|
- 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: openrouter/deepseek/deepseek-coder
|
|
reminder: sys
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: true
|
|
use_temperature: true
|
|
weak_model_name: null
|
|
- 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: openrouter/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: openrouter/openai/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: whole
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: openai/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: openai/o1-mini
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: openai/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: whole
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: azure/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: azure/o1-mini
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: azure/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: whole
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: o1-mini
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: diff
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: openai/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: openai/o1-preview
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: openai/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: diff
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: azure/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: azure/o1-preview
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: azure/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: architect
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: o1-preview
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: whole
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: openrouter/openai/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: openrouter/openai/o1-mini
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: false
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: openrouter/openai/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: diff
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: openrouter/openai/gpt-4o
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: openrouter/openai/o1-preview
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: false
|
|
use_repo_map: true
|
|
use_system_prompt: false
|
|
use_temperature: false
|
|
weak_model_name: openrouter/openai/gpt-4o-mini
|
|
- cache_control: false
|
|
caches_by_default: false
|
|
edit_format: diff
|
|
editor_edit_format: editor-diff
|
|
editor_model_name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
|
examples_as_sys_msg: false
|
|
extra_params: null
|
|
lazy: false
|
|
name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
|
reminder: user
|
|
send_undo_reply: false
|
|
streaming: true
|
|
use_repo_map: true
|
|
use_system_prompt: true
|
|
use_temperature: true
|
|
weak_model_name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
|
```
|
|
<!--[[[end]]]-->
|
|
|
|
|