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set appropriate model example configs

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svlandeg 2023-08-31 17:21:51 +02:00
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website/docs/api/large-language-models.mdx
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@ -659,6 +659,15 @@ These models all take the same parameters:
| `max_request_time` | Max. time (in seconds) to wait for request to terminate before raising an exception. Defaults to `30.0`. ~~float~~ | | `max_request_time` | Max. time (in seconds) to wait for request to terminate before raising an exception. Defaults to `30.0`. ~~float~~ |
| `interval` | Time interval (in seconds) for API retries in seconds. Defaults to `1.0`. ~~float~~ | | `interval` | Time interval (in seconds) for API retries in seconds. Defaults to `1.0`. ~~float~~ |
> #### Example config:
>
> ```ini
> [components.llm.model]
> @llm_models = "spacy.GPT-4.v1"
> name = "gpt-4"
> config = {"temperature": 0.0}
> ```
| Model | Provider | Supported names | Default name | | Model | Provider | Supported names | Default name |
| ----------------------------- | --------- | ---------------------------------------------------------------------------------------- | ---------------------- | | ----------------------------- | --------- | ---------------------------------------------------------------------------------------- | ---------------------- |
| `spacy.GPT-4.v1` | OpenAI | `["gpt-4", "gpt-4-0314", "gpt-4-32k", "gpt-4-32k-0314"]` | `"gpt-4"` | | `spacy.GPT-4.v1` | OpenAI | `["gpt-4", "gpt-4-0314", "gpt-4-32k", "gpt-4-32k-0314"]` | `"gpt-4"` |
@ -684,15 +693,6 @@ These models all take the same parameters:
To use these models, make sure that you've [set the relevant API](#api-keys) To use these models, make sure that you've [set the relevant API](#api-keys)
keys as environment variables. keys as environment variables.
> #### Example config:
>
> ```ini
> [components.llm.model]
> @llm_models = "spacy.GPT-4.v1"
> name = "gpt-4"
> config = {"temperature": 0.0}
> ```
#### API Keys {id="api-keys"} #### API Keys {id="api-keys"}
Note that when using hosted services, you have to ensure that the proper API Note that when using hosted services, you have to ensure that the proper API
@ -729,6 +729,14 @@ These models all take the same parameters:
| `config_init` | Further configuration passed on to the construction of the model with `transformers.pipeline()`. Defaults to `{}`. ~~Dict[str, Any]~~ | | `config_init` | Further configuration passed on to the construction of the model with `transformers.pipeline()`. Defaults to `{}`. ~~Dict[str, Any]~~ |
| `config_run` | Further configuration used during model inference. Defaults to `{}`. ~~Dict[str, Any]~~ | | `config_run` | Further configuration used during model inference. Defaults to `{}`. ~~Dict[str, Any]~~ |
> #### Example config
>
> ```ini
> [components.llm.model]
> @llm_models = "spacy.Llama2.v1"
> name = "llama2-7b-hf"
> ```
| Model | Provider | Supported names | HF directory | | Model | Provider | Supported names | HF directory |
| -------------------- | --------------- | ------------------------------------------------------------------------------------------------------------ | -------------------------------------- | | -------------------- | --------------- | ------------------------------------------------------------------------------------------------------------ | -------------------------------------- |
| `spacy.Dolly.v1` | Databricks | `["dolly-v2-3b", "dolly-v2-7b", "dolly-v2-12b"]` | https://huggingface.co/databricks | | `spacy.Dolly.v1` | Databricks | `["dolly-v2-3b", "dolly-v2-7b", "dolly-v2-12b"]` | https://huggingface.co/databricks |