llama.cpp/gguf-py/gguf
Xuan Son Nguyen 97bdd26eee
Refactor lora adapter support (#8332)
* lora: load to devide buft

* add patch tensor function

* correct tensor patch

* llama_lora_adapter_apply

* correct ggml_backend_tensor_copy

* add llm_build_mm

* fix auto merge

* update based on review comments

* add convert script

* no more transpose A

* add f16 convert

* add metadata check

* add sanity check

* fix ftype

* add requirements

* fix requirements

* fix outfile

* conversion: only allow selected models

* fix types

* cuda : do not use dmmv if the tensor does not have enough cols

* llama : lora fixes

* do not disable mmap with lora

Co-authored-by: slaren <slarengh@gmail.com>

* llm_build_lora_mm_id

* convert_lora : MoE LoRA conversion support

* convert_lora : prefer safetensors, similarly to convert_hf

* convert_hf : simplify modify_tensors for InternLM2

* convert_lora : lazy conversion

* llama : load and use alpha from LoRA adapters

* llama : use llm_build_lora_mm in most model graphs

* auto scale

* Revert "auto scale"

This reverts commit 42415a4874.

* remove redundant params

* Apply suggestions from code review

Co-authored-by: slaren <slarengh@gmail.com>

* change kv metadata

* move add_type to __init__

* convert_hf : move add_type to main()

* convert_lora : use the GGUFWriter from Model instead of overwriting it

---------

Co-authored-by: slaren <slarengh@gmail.com>
Co-authored-by: Francis Couture-Harpin <git@compilade.net>
2024-07-15 20:50:47 +02:00
..
__init__.py convert-hf : support direct Q8_0 conversion (#7234) 2024-05-13 14:10:51 -04:00
constants.py Refactor lora adapter support (#8332) 2024-07-15 20:50:47 +02:00
gguf_reader.py py : type-check all Python scripts with Pyright (#8341) 2024-07-07 15:04:39 -04:00
gguf_writer.py Refactor lora adapter support (#8332) 2024-07-15 20:50:47 +02:00
gguf.py gguf-py: Refactor and allow reading/modifying existing GGUF files (#3981) 2023-11-11 08:04:50 +03:00
lazy.py gguf-py : do not use internal numpy types (#7472) 2024-07-09 01:04:49 -04:00
py.typed convert : various script cleanups/fixes + merges and special token handling (#2842) 2023-08-30 11:25:50 +03:00
quants.py Refactor lora adapter support (#8332) 2024-07-15 20:50:47 +02:00
tensor_mapping.py llama : support glm3 and glm4 (#8031) 2024-07-07 15:52:10 +03:00
vocab.py Move convert.py to examples/convert-legacy-llama.py (#7430) 2024-05-30 21:40:00 +10:00