| distilabel: | |
| version: 1.0.3 | |
| pipeline: | |
| name: query_from_doc_pipeline | |
| description: null | |
| steps: | |
| - step: | |
| name: load_dataset | |
| input_mappings: {} | |
| output_mappings: {} | |
| batch_size: 50 | |
| repo_id: rasdani/cohere-wikipedia-2023-11-it-1.5k-articles-positives | |
| split: train | |
| config: null | |
| runtime_parameters_info: | |
| - name: batch_size | |
| optional: true | |
| description: The number of rows that will contain the batches generated by | |
| the step. | |
| - name: repo_id | |
| optional: false | |
| description: The Hugging Face Hub repository ID of the dataset to load. | |
| - name: split | |
| optional: true | |
| description: The split of the dataset to load. Defaults to 'train'. | |
| - name: config | |
| optional: true | |
| description: The configuration of the dataset to load. This is optional and | |
| only needed if the dataset has multiple configurations. | |
| type_info: | |
| module: distilabel.steps.generators.huggingface | |
| name: LoadHubDataset | |
| name: load_dataset | |
| - step: | |
| name: query_from_wikipedia | |
| input_mappings: {} | |
| output_mappings: {} | |
| input_batch_size: 50 | |
| llm: | |
| generation_kwargs: | |
| temperature: 0.0 | |
| model: gpt-4o | |
| base_url: https://api.openai.com/v1 | |
| max_retries: 6 | |
| timeout: 120 | |
| type_info: | |
| module: distilabel.llms.openai | |
| name: OpenAILLM | |
| group_generations: false | |
| num_generations: 1 | |
| constraints: [] | |
| role: '' | |
| context_examples: | |
| - "Guam === Nach dem Zweiten Weltkrieg === Seit 1946 steht das Territorium auf\ | |
| \ der UN-Liste der Hoheitsgebiete ohne Selbstregierung. 1949 unterschrieb\ | |
| \ Harry S. Truman den Organic Act, ein Gesetz, das Guam zu einem externen\ | |
| \ Territorium der USA mit innerer Autonomie machte, das es bis heute geblieben\ | |
| \ ist. Ab 1962 baute die United States Navy den Hafen Apra zu einem Marinest\xFC\ | |
| tzpunkt f\xFCr die Atom-U-Boote aus, die mit strategischen Mittelstreckenraketen\ | |
| \ vom Typ UGM-27 Polaris ausger\xFCstet sind (SSBN). Vom 15. September 1996\ | |
| \ bis 16. Dezember 1996 f\xFChrten die USA die verdeckte Operation Pacific\ | |
| \ Haven / Quick Transit Irak-Guam durch." | |
| question_examples: | |
| - "Seit wann geh\xF6rt Guam zu dem Gebiet der Vereinigten Staaten?" | |
| language: Italian | |
| runtime_parameters_info: | |
| - name: input_batch_size | |
| optional: true | |
| description: The number of rows that will contain the batches processed by | |
| the step. | |
| - name: llm | |
| runtime_parameters_info: | |
| - name: generation_kwargs | |
| description: The kwargs to be propagated to either `generate` or `agenerate` | |
| methods within each `LLM`. | |
| keys: | |
| - name: max_new_tokens | |
| optional: true | |
| description: the maximum number of new tokens that the model will generate. Defaults | |
| to `128`. | |
| - name: frequency_penalty | |
| optional: true | |
| description: the repetition penalty to use for the generation. Defaults to | |
| `0.0`. | |
| - name: presence_penalty | |
| optional: true | |
| description: the presence penalty to use for the generation. Defaults | |
| to `0.0`. | |
| - name: temperature | |
| optional: true | |
| description: the temperature to use for the generation. Defaults to `0.1`. | |
| - name: top_p | |
| optional: true | |
| description: the top-p value to use for the generation. Defaults to `1.0`. | |
| - name: stop | |
| optional: true | |
| description: a string or a list of strings to use as a stop sequence for | |
| the generation. Defaults to `None`. | |
| - name: base_url | |
| optional: true | |
| description: The base URL to use for the OpenAI API requests. | |
| - name: api_key | |
| optional: true | |
| description: The API key to authenticate the requests to the OpenAI API. | |
| - name: max_retries | |
| optional: true | |
| description: The maximum number of times to retry the request to the API | |
| before failing. | |
| - name: timeout | |
| optional: true | |
| description: The maximum time in seconds to wait for a response from the | |
| API. | |
| - name: num_generations | |
| optional: true | |
| description: The number of generations to be produced per input. | |
| type_info: | |
| module: projects.mmteb.query_from_doc | |
| name: QueryFromWikipedia | |
| name: query_from_wikipedia | |
| connections: | |
| - from: load_dataset | |
| to: | |
| - query_from_wikipedia | |
| - from: query_from_wikipedia | |
| to: [] | |
| type_info: | |
| module: distilabel.pipeline.local | |
| name: Pipeline | |