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This project is a repository of resources for conversational artificial intelligence, providing infrastructure for the preparation, training, and evaluation of retrieval-based dialogue models. It offers a collection of large-scale dialogue datasets alongside a framework for cleaning, structuring, and serializing raw text into standardized formats suitable for machine learning workflows. The project distinguishes itself by providing a suite of tools for benchmarking model performance through automated scripts. It utilizes batch-based negative sampling to measure ranking accuracy and includes r
MOSS is a conversational AI platform, fine-tuning toolkit, and quantized model runtime. It provides a framework for deploying large language models capable of multi-turn dialogue, general-purpose response generation, and following complex instructions. The system functions as a tool-augmented framework that extends model knowledge through external plugins and tool-call loops. This allows the model to execute tasks via search engines and calculators to augment responses with external data. The project covers model training through supervised conversational fine-tuning and optimizes deployment
CrossWOZ is the first large-scale Chinese Cross-Domain Wizard-of-Oz task-oriented dataset. It contains 6K dialogue sessions and 102K utterances for 5 domains, including hotel, restaurant, attraction, metro, and taxi. Moreover, the corpus contains rich annotation of dialogue states and dialogue…
[Version 1.0.1] Aug 1, 2023. We have resolved minor issues in a few dialogues, added prompts for selected knowledge-grounded datasets, removed requirements for HuggingFace login, and made updates to SODA and ShareGPT datasets. [Initial Release] July 2023. We're thrilled to the initial release of…
The main features of salesforce/dialogstudio are: Conversational and Dialog Datasets.
Projects with overlapping indexed features include: polyai-ldn/conversational-datasets — This project is a repository of resources for conversational artificial intelligence, providing infrastructure for the… allenai/finegrainedrlhf — Fine-Grained RLHF. openlmlab/moss — MOSS is a conversational AI platform, fine-tuning toolkit, and quantized model runtime. It provides a framework for… thu-coai/crosswoz — CrossWOZ is the first large-scale Chinese Cross-Domain Wizard-of-Oz task-oriented dataset. It contains 6K dialogue…