model : add support for Falcon-H1 family (#14534)

model : add support for Falcon-H1 family (#14534)

* v1

* push more fixes

* another fix

* fix

* more fixes

* minor fix

* more cleaning on python code

* python fixes

* changed precision for multipliers float 32->64

* fixes

* another fix

* fix

* pre-norm -> norm

* fix

* Revert "fix"

This reverts commit 243e4d1a50bd73467d99f6b289b9a1826f83b94b.

* fix

* small fix ffn_norm

* try

* mix instead of max

* fix vocab size

* conflict solve

* fixed multipliers

* falcon-h1 specefic vocab resolved

* read arch from gguf.MODEL_ARCH

* mamba_d_ssm added to d_inner find_hparam

* remove unused functions from gguf_writer.py

* override modify_tensors instead of get_tensors

* fix conversion and d_inner

* added some cb functions for debugging puposes

* inp_out_ids moved outside of layers loop

* mup_vec create as float64

* fix rope_theta

* injected mup

* clean ups

* rm extra space

* rm unused MAMBA_CHUNK_SIZE

* rm unused key

* add bos False

* changed ROPE_TYPE

* cleaning debugging stuff

* cleaning debug quant

* fix comment

* some cleanups

* some cleanups

* Update src/llama-model-loader.cpp

* more cleanups

* moe cleanuips

* d_ssm -> d_inner;

* cleaning unused hparams

* cleanup

* more cleanups

* more cleanups on python conversion;

* minor cleanups

* Apply suggestions from code review

Co-authored-by: Georgi Gerganov <redacted>
* remove todo

* added falcon-h1

* tensor not required

* clean

* remove unneeded attributes

* more cleanups and fixed conversion

* remove final_norm

* flake8 fixes

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* flake8 fixes

* Update src/llama-hparams.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* Update src/llama-arch.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <redacted>
* added hashes

* Update src/llama-arch.cpp

Co-authored-by: Georgi Gerganov <redacted>
* Update src/llama-vocab.cpp

Co-authored-by: Georgi Gerganov <redacted>
* update the update file

* Revert "update the update file"

This reverts commit 082ab4ad2a3927384d878666a5f8cae4eb15f577.

* fix: address suggestions

* fix: update convert_hf_to_gguf.py

* Update gguf-py/gguf/constants.py

Co-authored-by: Sigbjørn Skjæret <redacted>
* Update src/llama-model-loader.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* d_inner fixed

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* reshaping ssm_norm for 34B

* removing generate_mup

* remove duplicates metadata keys

* rm comment

* final comment

* fix unused args

* fix constants

* fix bad merge

* Update src/llama-model.cpp

Co-authored-by: compilade <redacted>
* falcon-h1: remove unused ssm_in_b and bad merge

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <redacted>
* falcon-h1: fix last comment

* Update convert_hf_to_gguf.py

Co-authored-by: compilade <redacted>
* falcon-h1: revert add_add_bos(False)

* falcon-h1: fix tied weights

* falcon-h1: remove whitespace

* falcon-h1: fix wrong size param

* falcon-h1: fix whitespace issues

---------

Co-authored-by: younesbelkada <redacted>
Co-authored-by: Younes B <redacted>
Co-authored-by: Georgi Gerganov <redacted>
Co-authored-by: Sigbjørn Skjæret <redacted>
Co-authored-by: compilade <redacted>