Which - Mistral Rs — ContextQMD

`LoraAdapter`

Field	Type	Default
`alias`	`str`	required
`source`	`str`	required
`revision`	`str \| None`	`None`

`Which`

Which model to select. See the docs for the Which enum in API.md for more details. Usage:

python

>>> Which.Plain(...)

`Which.Plain`

Field	Type	Default
`model_id`	`str`	required
`arch`	`Architecture \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`organization`	`IsqOrganization \| None`	`None`
`write_uqff`	`str \| None`	`None`
`from_uqff`	`str \| list[str] \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`imatrix`	`str \| None`	`None`
`calibration_file`	`str \| None`	`None`
`auto_map_params`	`TextAutoMapParams \| None`	`None`
`hf_cache_path`	`str \| None`	`None`
`matformer_config_path`	`str \| None`	`None`
`matformer_slice_name`	`str \| None`	`None`

`Which.Embedding`

Field	Type	Default
`model_id`	`str`	required
`arch`	`EmbeddingArchitecture \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`write_uqff`	`str \| None`	`None`
`from_uqff`	`str \| list[str] \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`hf_cache_path`	`str \| None`	`None`
`imatrix`	`str \| None`	`None`
`calibration_file`	`str \| None`	`None`

`Which.XLora`

Field	Type	Default
`xlora_model_id`	`str`	required
`order`	`str`	required
`arch`	`Architecture \| None`	`None`
`model_id`	`str \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`tgt_non_granular_index`	`int \| None`	`None`
`topology`	`str \| None`	`None`
`write_uqff`	`str \| None`	`None`
`from_uqff`	`str \| list[str] \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`
`hf_cache_path`	`str \| None`	`None`

`Which.Lora`

Field	Type	Default
`model_id`	`str`	required
`adapters`	`list[LoraAdapter] \| None`	`None`
`arch`	`Architecture \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`write_uqff`	`str \| None`	`None`
`from_uqff`	`str \| list[str] \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`
`hf_cache_path`	`str \| None`	`None`
`max_adapters`	`int`	`16`
`max_rank`	`int`	`256`
`max_bytes`	`int`	`8589934592`

`Which.GGUF`

Select a GGUF model.

Pass adapters=[] or set a non-default LoRA limit to enable an empty dynamic LoRA runtime. With mmproj_filename, adapters apply to the language model. Pass in_situ_quant to Runner to requantize compatible GGUF weights while loading.

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str \| list[str]`	required
`tok_model_id`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`
`tokenizer_json`	`str \| None`	`None (keyword-only)`
`mmproj_filename`	`str \| list[str] \| None`	`None (keyword-only)`
`organization`	`IsqOrganization \| None`	`None (keyword-only)`
`write_uqff`	`str \| None`	`None (keyword-only)`
`imatrix`	`str \| None`	`None (keyword-only)`
`calibration_file`	`str \| None`	`None (keyword-only)`
`max_edge`	`int \| None`	`None (keyword-only)`
`multimodal_auto_map_params`	`MultimodalAutoMapParams \| None`	`None (keyword-only)`
`adapters`	`list[LoraAdapter] \| None`	`None (keyword-only)`
`max_adapters`	`int`	`16 (keyword-only)`
`max_rank`	`int`	`256 (keyword-only)`
`max_bytes`	`int`	`8589934592 (keyword-only)`
`hf_cache_path`	`str \| None`	`None (keyword-only)`
`matformer_config_path`	`str \| None`	`None (keyword-only)`
`matformer_slice_name`	`str \| None`	`None (keyword-only)`

`Which.XLoraGGUF`

Select X-LoRA for a Phi3 GGUF configuration.

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str \| list[str]`	required
`xlora_model_id`	`str`	required
`order`	`str`	required
`tok_model_id`	`str \| None`	`None`
`tgt_non_granular_index`	`int \| None`	`None`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`

`Which.LoraGGUF`

Select legacy static LoRA for a Phi3 GGUF configuration.

For dynamic adapters on a supported GGUF, pass adapters to Which.GGUF.

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str \| list[str]`	required
`adapters_model_id`	`str`	required
`order`	`str`	required
`tok_model_id`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`

`Which.GGML`

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str`	required
`tok_model_id`	`str`	required
`tokenizer_json`	`str \| None`	`None`
`gqa`	`int`	`1`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`

`Which.XLoraGGML`

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str`	required
`xlora_model_id`	`str`	required
`order`	`str`	required
`tok_model_id`	`str \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`tgt_non_granular_index`	`int \| None`	`None`
`gqa`	`int`	`1`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`

`Which.LoraGGML`

Field	Type	Default
`quantized_model_id`	`str`	required
`quantized_filename`	`str`	required
`adapters_model_id`	`str`	required
`order`	`str`	required
`tok_model_id`	`str \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`gqa`	`int`	`1`
`topology`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`auto_map_params`	`TextAutoMapParams \| None`	`None`

`Which.MultimodalPlain`

Field	Type	Default
`model_id`	`str`	required
`arch`	`MultimodalArchitecture \| None`	`None`
`tokenizer_json`	`str \| None`	`None`
`topology`	`str \| None`	`None`
`write_uqff`	`str \| None`	`None`
`from_uqff`	`str \| list[str] \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`
`max_edge`	`int \| None`	`None`
`calibration_file`	`str \| None`	`None`
`imatrix`	`str \| None`	`None`
`auto_map_params`	`MultimodalAutoMapParams \| None`	`None`
`hf_cache_path`	`str \| None`	`None`
`matformer_config_path`	`str \| None`	`None`
`matformer_slice_name`	`str \| None`	`None`
`organization`	`IsqOrganization \| None`	`None`

`Which.DiffusionPlain`

Field	Type	Default
`model_id`	`str`	required
`arch`	`DiffusionArchitecture`	required
`dtype`	`ModelDType`	`ModelDType.Auto`

`Which.Speech`

Field	Type	Default
`model_id`	`str`	required
`arch`	`SpeechLoaderType`	required
`dac_model_id`	`str \| None`	`None`
`dtype`	`ModelDType`	`ModelDType.Auto`

<small>Generated from mistralrs-pyo3/mistralrs.pyi.</small>