Formatron v0.4.2
Formatron empowers everyone to control the output format of language models with minimal overhead.
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Class Hierarchy
This inheritance list is sorted roughly, but not completely, alphabetically:
[detail level 1234]
 ▼Cabc.ABC
 ▼Cformatron.extractor.ExtractorAn abstract extractor that extracts data from a string and offers its KBNF rules definition
 Cformatron.extractor.LiteralExtractorAn extractor that extracts a literal string
 ▼Cformatron.extractor.NonterminalExtractorAn extractor that extracts data corresponding to a nonterminal
 Cformatron.extractor.ChoiceExtractorAn extractor that uses multiple extractors to extract data
 Cformatron.extractor.SubstringExtractorAn extractor that extracts a substring of a given string from the input string
 Cformatron.formats.json.JsonExtractorAn extractor that loads json data to an object from a string
 Cformatron.formats.regex.RegexExtractorAn extractor that extracts a string using a regular expression
 ▼Cformatron.formatter.FormatterBaseAn abstract Formatter that enforces a format on the string generated by a language model
 Cformatron.formatter.Formatter
 ▼Cformatron.schemas.schema.FieldInfo
 Cformatron.schemas.dict_inference.FieldInfo
 Cformatron.schemas.json_schema.FieldInfo
 ▼Cformatron.schemas.schema.SchemaAn abstract schema that describes some data
 Cformatron.schemas.pydantic.ClassSchemaA wrapper for pydantic BaseModel that implements the Schema interface
 Cformatron.config.EngineGenerationConfigConfiguration for how an KBNF engine should be used in text generation
 Cformatron.schemas.pydantic.FieldInfoA wrapper for pydantic FieldInfo
 Cformatron.formatter.FormatterBuilderA builder for creating a Formatter
 Cformatron.integrations.vllm.FormattersLogitsProcessorLogit processor that uses formatters to mask batch logits
 ▼Crwkv.utils.PIPELINE
 Cformatron.integrations.RWKV.PIPELINEA wrapper for the pipeline of RWKV
 ▼Crwkv.utils.PIPELINE_ARGS
 Cformatron.integrations.RWKV.PIPELINE_ARGSA wrapper for the arguments of the pipeline of RWKV
 ▼CBaseModel
 Cformatron.schemas.pydantic.ClassSchemaA wrapper for pydantic BaseModel that implements the Schema interface
 ▼CExLlamaV2Filter
 Cformatron.integrations.exllamav2.FormatterFilterExLlamaV2Filter that uses a formatter to mask logits
 ▼CLogitsProcessor
 Cformatron.integrations.transformers.FormattersLogitsProcessorLogit processor that uses formatters to mask batch logits