model : add support for MiniMaxText01ForCausalLM and MiniMaxM1ForCausalLM (#27018)

model : add support for MiniMaxText01ForCausalLM and MiniMaxM1ForCausalLM (#27018)

* llama : support for MiniMax-Text-01 model

* chore : renames to match the other MiniMax models

* model : add logits mask as MiniMax-Text-01 embeddings tensor has zero-valued embeddings for tokens >= 200032 that produce zero logits disrupting the token sampling process

* llama : replace hardcoded conditions with hparams.is_recr()

* model : used build_rs() for recurrent state management

* chore : code cleanup

* model : optimized MiniMax-Text-01 by removing the state tranpose operations

* chore : removed unnecessary ggml_cont() in MiniMax-Text-01 implementation

* llama : add generic logits mask graph input

* model : permuted diag_decay dimensions to avoid doing it inside MiniMax-Text-01 graph

* chore : code cleanup

* chore : code cleanup

* model : use token positions when calculating MiniMax-Text-01 decay tensors

* convert : add support for MiniMaxM1ForCausalLM as it seems to be the same as MiniMaxText01ForCausalLM

* chat : add jinja template for MiniMax-M1

Co-authored-by: QscQ <redacted>
* chore : code cleanup

* tests : MINIMAX_01-related fixes

* chore : silence Python lint errors

* vocab : remove unnecessary vocab type

* convert : update MiniMaxText01Model conversion to use yield when modifying tensors

* convert : suppress tokens with zero-valued embeddings during MiniMax-Text-01 conversion

* llama : removed logits mask - no longer necessary as token suppression is used instead

* model : use common functions to make MiniMax-Text-01 implementation more concise

Co-authored-by: Sigbjørn Skjæret <redacted>
* model : use common functions to make MiniMax-Text-01 implementation more concise

Co-authored-by: Sigbjørn Skjæret <redacted>
* convert : override non-working built-in chat template during conversion

* tests : skip arch MINIMAX_01 tests for WebGPU backend (it breaks again)

---------

Co-authored-by: Stanisław Szymczyk <redacted>
Co-authored-by: QscQ <redacted>
Co-authored-by: Sigbjørn Skjæret <redacted>