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searchindex.js
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Search.setIndex({"docnames": ["classes", "definition", "index", "install", "modules", "notebooks/01_promptmeteo_usage", "notebooks/02_model_tuning", "notebooks/03_sentiment_analysis", "notebooks/04_test_flant5_classification_prompts", "notebooks/05_test_openai_classification_prompts", "notebooks/06_test_openai_api-generation", "promptmeteo", "promptmeteo.models", "promptmeteo.parsers", "promptmeteo.prompts", "promptmeteo.selector", "promptmeteo.tasks", "quickstart"], "filenames": ["classes.rst", "definition.rst", "index.rst", "install.rst", "modules.rst", "notebooks/01_promptmeteo_usage.ipynb", "notebooks/02_model_tuning.ipynb", "notebooks/03_sentiment_analysis.ipynb", "notebooks/04_test_flant5_classification_prompts.ipynb", "notebooks/05_test_openai_classification_prompts.ipynb", "notebooks/06_test_openai_api-generation.ipynb", "promptmeteo.rst", "promptmeteo.models.rst", "promptmeteo.parsers.rst", "promptmeteo.prompts.rst", "promptmeteo.selector.rst", "promptmeteo.tasks.rst", "quickstart.rst"], "titles": ["\ud83d\udc7b Classes", "\ud83e\udd14 What is this library for?", "Promptmeteo \ud83d\udd25\ud83e\uddd4", "\u2699\ufe0f Installation and configuration", "promptmeteo", "Promptmeteo Usage - Save and Load Model", "Model Tuning - Promptmeteo Configuration", "Sentiment Analysis", "Flan-t5-Small - Test Classification Prompts", "OpenAI - Test Classification Prompts", "OpenAI - Test API Generation", "promptmeteo package", "promptmeteo.models package", "promptmeteo.parsers package", "promptmeteo.prompts package", "promptmeteo.selector package", "promptmeteo.tasks package", "\u26a1 Quickstart"], "terms": {"promptmeteo": [0, 1, 3, 7, 8, 9, 10, 17], "apigener": [0, 1, 4, 11], "languag": [0, 1, 2, 5, 7, 8, 9, 10, 11, 14, 15, 16, 17], "str": [0, 5, 10, 11, 12, 13, 14, 15, 16], "model_nam": [0, 1, 5, 7, 8, 9, 10, 11, 12, 14, 16, 17], "model_provider_nam": [0, 5, 7, 8, 9, 10, 11, 12, 16, 17], "api_vers": [0, 10, 11], "api_protocol": [0, 10, 11], "api_style_instruct": [0, 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"id2"], [14, "example"]], "\ud83e\udd14 What is this library for?": [[1, "what-is-this-library-for"]], "\ud83d\ude80 How do we do it?": [[1, "how-do-we-do-it"]], "\ud83c\udfe0 Prebuilt tasks": [[1, "prebuilt-tasks"]], "\u2699\ufe0f Ease of Deployment": [[1, "ease-of-deployment"]], "\ud83d\udce6 Model Artifacts": [[1, "model-artifacts"]], "\u2699\ufe0f LLMs Integration": [[1, "llms-integration"]], "\ud83d\udcc4 Prompt Templating": [[1, "prompt-templating"]], "\ud83d\udccb Current capacilities": [[1, "current-capacilities"]], "\u2705 Available tasks": [[1, "available-tasks"]], "Tasks": [[1, "id1"]], "\u2705 Available Models": [[1, "available-models"]], "Models": [[1, "id2"]], "Promptmeteo \ud83d\udd25\ud83e\uddd4": [[2, "promptmeteo"]], "Contents:": [[2, null]], "Classes": [[2, null]], "Example notebooks": [[2, null]], "Promptmeteo Usage - Save and Load Model": [[5, "Promptmeteo-Usage---Save-and-Load-Model"]], "1. 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Classification - EN - Model text-davinci-003": [[7, "2.1.-Classification---EN---Model-text-davinci-003"]], "2.1.1 Instanciate Model": [[7, "2.1.1-Instanciate-Model"]], "2.1.2 Classification Prompt template": [[7, "2.1.2-Classification-Prompt-template"]], "2.1.3 Train the model": [[7, "2.1.3-Train-the-model"]], "2.1.4 Predict new data": [[7, "2.1.4-Predict-new-data"]], "2.2. Classification - EN - Model Flan-T5-XXL": [[7, "2.2.-Classification---EN---Model-Flan-T5-XXL"]], "2.2.1 Results": [[7, "2.2.1-Results"]], "2.3. Classification - EN - Falcon-7b-instruct": [[7, "2.3.-Classification---EN---Falcon-7b-instruct"]], "2.3.1 Results": [[7, "2.3.1-Results"]], "2.4. Classification - EN - Model Flan-t5-small": [[7, "2.4.-Classification---EN---Model-Flan-t5-small"]], "2.4.1 Results": [[7, "2.4.1-Results"]], "3. 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