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413 commits

Author SHA1 Message Date
binbin Deng
70bc8ea8ae LLM: update langchain and cpp-python style API examples (#8456) 2023-07-06 14:36:42 +08:00
binbin Deng
1970bcf14e LLM: add readme for transformer examples (#8444) 2023-07-04 17:25:58 +08:00
binbin Deng
c956a46c40 LLM: first fix example/transformers (#8438) 2023-07-03 14:13:33 +08:00
binbin Deng
ca5a4b6e3a LLM: update bloom and starcoder usage in transformers_int4_pipeline (#8406) 2023-06-28 13:15:50 +08:00
Ruonan Wang
4be784a49d LLM: add UT for starcoder (convert, inference) update examples and readme (#8379) 
* first commit to add path

* update example and readme

* update path

* fix

* update based on comment
 2023-06-27 12:12:11 +08:00
Ruonan Wang
b9eae23c79 LLM: add chatglm-6b example for transformer_int4 usage (#8392) 
* add example for chatglm-6b

* fix
 2023-06-26 13:46:43 +08:00
Shengsheng Huang
446175cc05 transformer api refactor (#8389) 
* transformer api refactor

* fix style

* add huggingface tokenizer usage in example and make ggml tokenzizer as option 1 and huggingface tokenizer as option 2

* fix style
 2023-06-25 17:15:33 +08:00
Yang Wang
ce6d06eb0a Support directly quantizing huggingface transformers into 4bit format (#8371) 
* Support directly quantizing huggingface transformers into 4bit format

* refine example

* license

* fix bias

* address comments

* move to ggml transformers

* fix example

* fix style

* fix style

* address comments

* rename

* change API

* fix style

* add lm head to conversion

* address comments
 2023-06-25 16:35:06 +08:00
Yuwen Hu
7ef1c890eb [LLM] Supports GPTQ convert in transfomers-like API, and supports folder outfile for llm-convert (#8366) 
* Add docstrings to llm_convert

* Small docstrings fix

* Unify outfile type to be a folder path for either gptq or pth model_format

* Supports gptq model input for from_pretrained

* Fix example and readme

* Small fix

* Python style fix

* Bug fix in llm_convert

* Python style check

* Fix based on comments

* Small fix
 2023-06-20 17:42:38 +08:00
Zhao Changmin
4d177ca0a1 LLM: Merge convert pth/gptq model script into one shell script (#8348) 
* convert model in one

* model type

* license

* readme and pep8

* ut path

* rename

* readme

* fix docs

* without lines
 2023-06-19 11:50:05 +08:00
Shengsheng Huang
02c583144c [LLM] langchain integrations and examples (#8256) 
* langchain intergrations and examples

* add licences and rename

* add licences

* fix license issues and change backbone to model_family

* update examples to use model_family param

* fix linting

* fix code style

* exclude langchain integration from stylecheck

* update langchain examples and update integrations based on latets changes

* update simple llama-cpp-python style API example

* remove bloom in README

* change default n_threads to 2 and remove redundant code

---------

Co-authored-by: leonardozcm <changmin.zhao@intel.com>
 2023-06-12 19:22:07 +08:00
Yuwen Hu
f83c48280f [LLM] Unify transformers-like API example for 3 different model families (#8315) 
* Refactor bigdl-llm transformers-like API to unify them

* Small fix
 2023-06-12 17:20:30 +08:00
Yuwen Hu
c619315131 [LLM] Add examples for gptneox, llama, and bloom family model using transformers-like API (#8286) 
* First push of bigdl-llm example for gptneox model family

* Add some args and other small updates

* Small updates

* Add example for llama family models

* Small fix

* Small fix

* Update for batch_decode api and change default model for llama example

* Small fix

* Small fix

* Small fix

* Small model family name fix and add example for bloom

* Small fix

* Small default prompt fix

* Small fix

* Change default prompt

* Add sample output for inference

* Hide example inference time
 2023-06-09 15:48:22 +08:00