OllamaLLM¶
OllamaLLM
¶
Bases: AsyncLLM
Ollama LLM implementation running the Async API client.
Attributes:
Name | Type | Description |
---|---|---|
model |
str
|
the model name to use for the LLM e.g. "notus". |
host |
Optional[RuntimeParameter[str]]
|
the Ollama server host. |
timeout |
RuntimeParameter[int]
|
the timeout for the LLM. Defaults to |
_aclient |
Optional[AsyncClient]
|
the |
Runtime parameters
host
: the Ollama server host.timeout
: the client timeout for the Ollama API. Defaults to120
.
Source code in src/distilabel/llms/ollama.py
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|
model_name: str
property
¶
Returns the model name used for the LLM.
agenerate(input, format='', options=None, keep_alive=None)
async
¶
Generates a response asynchronously, using the Ollama Async API definition.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
input |
StandardInput
|
the input to use for the generation. |
required |
format |
Literal['', 'json']
|
the format to use for the generation. Defaults to |
''
|
options |
Union[Options, None]
|
the options to use for the generation. Defaults to |
None
|
keep_alive |
Union[bool, None]
|
whether to keep the connection alive. Defaults to |
None
|
Returns:
Type | Description |
---|---|
GenerateOutput
|
A list of strings as completion for the given input. |
Source code in src/distilabel/llms/ollama.py
load()
¶
Loads the AsyncClient
to use Ollama async API.