cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22#

class cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22[source]#

Bases: cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS

Methods

`assert_factory_fn`
`attempt_mup_to_sp`	Determines whether muP -> sP conversion is should be attempted.
`component_names`
`convert`
`convert_all_keys`
`convert_helper`
`convert_key`	Attempts to convert the old key by matching against the list of conversion rules.
`converter_note`
`converters`
`file_formats`
`formats`
`get_converter_indices`
`get_mup_converter`	Allows models to override the default muP converters with their own
`load`
`post_config_convert`	new_config: List[Dict] if converter_indices = 1 (CS -> HF) else Dict if converter_indices = 0 (HF -> CS)
`pre_config_convert`	config: List[dicts] if converter_indices = 0 (HF-> CS) else dict (CS->HF)
`replaceKey`	Copies value that exists at old_state_dict's old_key to new_state_dict's new_key.
`save`
`supports_conversion`
`supports_mup_conversion`	Determines whether muP -> sP conversion is supported for this model.

Attributes

preprocessor_config_defaults

post_config_convert(original_config, old_config, new_config, converter_indices, drop_unmatched_keys)[source]#: new_config: List[Dict] if converter_indices = 1 (CS -> HF) else Dict if converter_indices = 0 (HF -> CS)

pre_config_convert(config, converter_indices)[source]#: config: List[dicts] if converter_indices = 0 (HF-> CS) else dict (CS->HF)

attempt_mup_to_sp()#

Determines whether muP -> sP conversion is should be attempted. Some HF models (such as BTLM) should not attempt muP -> sP conversion since they can natively handle muP.

convert_key(old_key, old_state_dict, new_state_dict, from_index, match_start=0, prefix='', action_fn_args=None, debug=False)#

Attempts to convert the old key by matching against the list of conversion rules. The first rule to match is used for conversion (i.e. even if multiple rules would match, the latter ones are never used). Returns True if a conversion occurred.

get_mup_converter()#

Allows models to override the default muP converters with their own

static replaceKey(old_key, new_key, old_state_dict, new_state_dict, from_index, action_fn_args=None)#

Copies value that exists at old_state_dict’s old_key to new_state_dict’s new_key.

supports_mup_conversion()#

Determines whether muP -> sP conversion is supported for this model.

cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaMaProjector_HF_CS22

cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22