Mission-critical applications, Applications that involve safety, Making highly important decisions, Automated pipelines
Additional Notes
Bloch is still in early development and can be prone to mistakes and hallucinations. It supports multiple languages and has been tested on a variety of conversational and question-answering tasks.
Supported Languages
Multilingual (Multiple languages)
Training Details
Data Sources:
mc4 3.1.0, RefinedWeb, StarCoder, The PILE, Pile of Law, EDGAR, arXiv papers, YouTube transcripts, OIG dataset, Dolly 2.0, Oasst1
Methodology:
Finetuning from BLOOM on long-sequence multilingual data and assistant-style conversation datasets.
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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation
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