Commit Graph

104 Commits

Author SHA1 Message Date
Younes Belkada
ae093eef01
[core / Quantization ] AWQ integration (#27045)
* working v1

* oops

* Update src/transformers/modeling_utils.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* fixup

* oops

* push

* more changes

* add docs

* some fixes

* fix copies

* add v1 doc

* added installation guide

* relax constraints

* revert

* attempt llm-awq

* oops

* oops

* fixup

* raise error when incorrect cuda compute capability

* nit

* add instructions for llm-awq

* fixup

* fix copies

* fixup and docs

* change

* few changes + add demo

* add v1 tests

* add autoawq in dockerfile

* finalize

* Update tests/quantization/autoawq/test_awq.py

* fix test

* fix

* fix issue

* Update src/transformers/integrations/awq.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update docs/source/en/main_classes/quantization.md

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update docs/source/en/main_classes/quantization.md

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/integrations/awq.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/integrations/awq.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* add link to example script

* Update docs/source/en/main_classes/quantization.md

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* add more content

* add more details

* add link to quantization docs

* camel case + change backend class name

* change to string

* fixup

* raise errors if libs not installed

* change to `bits` and `group_size`

* nit

* nit

* Apply suggestions from code review

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* disable training

* address some comments and fix nits

* fix

* final nits and fix tests

* adapt to our new runners

* make fix-copies

* Update src/transformers/utils/quantization_config.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/utils/quantization_config.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/integrations/awq.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/integrations/awq.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* move to top

* add conversion test

* final nit

* add more elaborated test

---------

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-01 09:06:31 +01:00
Younes Belkada
309a90664f
[FEAT] Add Neftune into transformers Trainer (#27141)
* add v1 neftune

* use `unwrap_model` instead

* add test + docs

* Apply suggestions from code review

Co-authored-by: Zach Mueller <muellerzr@gmail.com>

* more details

* fixup

* Update docs/source/en/main_classes/trainer.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* refactor a bit

* more elaborated test

* fix unwrap issue

---------

Co-authored-by: Zach Mueller <muellerzr@gmail.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-10-31 16:03:59 +01:00
Vivek Khandelwal
2963e196ee
Add support for loading GPTQ models on CPU (#26719)
* Add support for loading GPTQ models on CPU

Right now, we can only load the GPTQ Quantized model on the CUDA
device. The attribute `gptq_supports_cpu` checks if the current
auto_gptq version is the one which has the cpu support for the
model or not.
The larger variants of the model are hard to load/run/trace on
the GPU and that's the rationale behind adding this attribute.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>

* Update quantization.md

* Update quantization.md

* Update quantization.md
2023-10-31 13:45:23 +00:00
Rockerz
84724efd10
Translating en/main_classes folder docs to Japanese 🇯🇵 (#26894)
* add

* add

* add

* Add deepspeed.md

* Add

* add

* Update docs/source/ja/main_classes/callback.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/output.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/pipelines.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/processors.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/processors.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/text_generation.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/ja/main_classes/processors.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update  logging.md

* Update toctree.yml

* Update docs/source/ja/main_classes/deepspeed.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Add suggesitons

* m

* Update docs/source/ja/main_classes/trainer.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update toctree.yml

* Update Quantization.md

* Update docs/source/ja/_toctree.yml

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update toctree.yml

* Update docs/source/en/main_classes/deepspeed.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/main_classes/deepspeed.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-10-30 09:39:14 -07:00
Arthur
90ee9cea19
Revert "add exllamav2 arg" (#27102)
Revert "add exllamav2 arg (#26437)"

This reverts commit 8214d6e7b1.
2023-10-27 11:23:06 +02:00
Marc Sun
8214d6e7b1
add exllamav2 arg (#26437)
* add_ xllamav2 arg

* add test

* style

* add check

* add doc

* replace by use_exllama_v2

* fix tests

* fix doc

* style

* better condition

* fix logic

* add deprecate msg
2023-10-26 10:15:05 -04:00
Younes Belkada
c34c50cdc0
[docs] Add MaskGenerationPipeline in docs (#27063)
* add `MaskGenerationPipeline` in docs

* Update __init__.py

* fix repo consistency and clarify docstring

* add on check docstirngs

* actually we do have a tf sam

* oops
2023-10-25 19:31:36 +02:00
Leandro von Werra
b18e31407c
add info on TRL docs (#27024)
* add info on TRL docs

* add TRL link

* tweak text

* tweak text
2023-10-24 14:56:00 +02:00
Shreyas S
0dd58d96a0
Fixed typos (#26810)
Update feature_extractor.md
2023-10-16 09:52:29 +02:00
Heinz-Alexander Fuetterer
883ed4b344
chore: fix typos (#26756) 2023-10-12 18:00:27 +02:00
Lysandre Debut
ab0ddc99e8
Warnings controlled by logger level (#26527)
* Logger level

Co-authored-by: Sahil Bhosale <sahilbhosale63@live.com>
Co-authored-by: Adithya4720 <hegdeadithyak@gmail.com>
Co-authored-by: Sachin Singh <sachinishu02@gmail.com>
Co-authored-by: Riya Dhanduke <113622644+riiyaa24@users.noreply.github.com>

* More comprehensive documentation

---------

Co-authored-by: Sahil Bhosale <sahilbhosale63@live.com>
Co-authored-by: Adithya4720 <hegdeadithyak@gmail.com>
Co-authored-by: Sachin Singh <sachinishu02@gmail.com>
Co-authored-by: Riya Dhanduke <113622644+riiyaa24@users.noreply.github.com>
2023-10-12 10:48:38 +02:00
Ben Gubler
9f40639292
Update docs to explain disabling callbacks using report_to (#26155)
* feat: update callback doc to explain disabling callbacks using report_to

* docs: update report_to docstring
2023-10-11 07:50:23 -04:00
Tuowei Wang
a9862a0f49
Fix Typo: table in deepspeed.md (#26705) 2023-10-10 11:50:10 +02:00
LeviVasconcelos
576cd45a57
Add image to image pipeline (#25393)
* Add image to image pipeline

Add image to image pipeline

* remove swin2sr from tf auto

* make ImageToImage importable

* make style

make style

make style

make style

* remove tf support

* remove nonused imports

* fix postprocessing

* add important comments; add unit tests

* add documentation

* remove support for TF

* make fixup

* fix typehint Image.Image

* fix documentation code

* address review request; fix unittest type checking

* address review request; fix unittest type checking

* make fixup

* address reviews

* Update src/transformers/pipelines/image_to_image.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* enhance docs

* make style

* make style

* improve docetest time

* improve docetest time

* Update tests/pipelines/test_pipelines_image_to_image.py

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

* Update tests/pipelines/test_pipelines_image_to_image.py

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

* make fixup

* undo faulty merge

* undo faulty merge

* add image-to-image to test pipeline mixin

* Update src/transformers/pipelines/image_to_image.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update tests/pipelines/test_pipelines_image_to_image.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* improve docs

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-09-22 19:53:55 +03:00
Matt
2518e36810
Tweaks to Chat Templates docs (#26168)
* Put tokenizer methods in the right alphabetical order in the docs

* Quick tweak to ConversationalPipeline

* Typo fixes in the developer doc

* make fixup
2023-09-15 12:50:57 +01:00
Matt
866df66fe4
Overhaul Conversation class and prompt templating (#25323)
* First commit while I figure this out

* make fixup

* Remove unused method

* Store prompt attrib

* Fix prompt argument for tests

* Make same changes in fast tokenizer

* Remove global prompts from fast tokenizer too

* stash commit

* stash commit

* Migrate PromptConfig to its True Final Location

* Replace Conversation entirely with the new class

* Import/dependency fixes

* Import/dependency fixes

* Change format for lots of default prompts

* More default prompt fixups

* Revert llama old methods so we can compare

* Fix some default configs

* Fix some default configs

* Fix misspelled kwarg

* Fixes for Blenderbot

* make fixup

* little rebase cleanup

* Add basic documentation

* Quick doc fix

* Truncate docstring for now

* Add handling for the case when messages is a single string

* Quick llama merges

* Update conversational pipeline and tests

* Add a couple of legacy properties for backward compatibility

* More legacy handling

* Add docstring for build_conversation_input_ids

* Restructure PromptConfig

* Let's start T E M P L A T I N G

* Refactor all default configs to use templates instead

* Revert changes to the special token properties since we don't need them anymore

* More class templates

* Make the sandbox even sandier

* Everything replaced with pure templating

* Remove docs for PromptConfig

* Add testing and optional requirement boilerplate

* Fix imports and make fixup

* Fix LLaMA tests and add Conversation docstring

* Finally get LLaMA working with the template system

* Finally get LLaMA working with the template system

* make fixup

* make fixup

* fmt-off for the long lists of test tokens

* Rename method to apply_chat_template for now

* Start on documentation

* Make chat_template a property that reads through to the default if it's not set

* Expand docs

* Expand chat templating doc some more

* trim/lstrip blocks by default and update doc

* Few doc tweaks

* rebase cleanup

* Clarify docstring

* rebase cleanup

* rebase cleanup

* make fixup

* Quick doc edit

* Reformat the standard template to match ChatML

* Re-add PEFT check

* Update docs/source/en/chat_templating.md

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Add apply_chat_template to the tokenizer doc

* make fixup

* Add doc links

* Fix chat links

* Fix chat links

* Explain system messages in the doc

* Add chat template test

* Proper save-loading for chat template attribute

* Add test skips for layout models

* Remove _build_conversation_input_ids, add default_chat_template to code_llama

* Make sure all LLaMA models are using the latest template

* Remove default_system_prompt block in code_llama because it has no default prompt

* Update ConversationPipeline preprocess

* Add correct #Copied from links to the default_chat_templates

* Remove unneeded type checking line

* Add a dummy mark_processsed method

* Reorganize Conversation to have **deprecated_kwargs

* Update chat_templating.md

* Quick fix to LLAMA tests

* Small doc tweaks

* Add proper docstrings and "copied from" statements to all default chat templates

* Merge use_default_system_prompt support for code_llama too

* Improve clarity around self.chat_template

* Docstring fix

* Fix blenderbot default template

* More doctest fix

* Break out some tokenizer kwargs

* Update doc to explain default templates

* Quick tweaks to tokenizer args

* Cleanups for tokenizer args

* Add note about cacheing

* Quick tweak to the chat-templating doc

* Update the LLaMA template with error checking and correct system message embedding

* make fixup

* make fixup

* add requires_jinja

* Cleanup to expected output formatting

* Add cacheing

* Fix typo in llama default template

* Update LLaMA tests

* Update documentation

* Improved legacy handling in the Conversation class

* Update Jinja template with proper error handling

* Quick bugfix

* Proper exception raising

* Change cacheing behaviour so it doesn't try to pickle an entire Jinja env

* make fixup

* rebase cleanup

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2023-09-14 15:10:34 +01:00
Maria Khalusova
9709ab116c
[docs] last hidden state vs hidden_states[-1] (#26142)
* last hidden state clarification

* feedback addressed
2023-09-13 14:35:42 -04:00
Julien Chaumond
6316ce8d27
[doc] Always call it Agents for consistency (#25958) 2023-09-05 12:27:20 +01:00
Aman Gupta Karmani
39c37fe45c
Fix incorrect Boolean value in deepspeed example (#25788) 2023-08-29 09:22:37 +02:00
Arup De
738ecd17d8
Arde/fsdp activation checkpointing (#25771)
* add FSDP config option to enable activation-checkpointing

* update docs

* add checks and remove redundant code

* fix formatting error
2023-08-29 12:52:14 +05:30
Younes Belkada
4b79697865
🚨🚨🚨 [Refactor] Move third-party related utility files into integrations/ folder 🚨🚨🚨 (#25599)
* move deepspeed to `lib_integrations.deepspeed`

* more refactor

* oops

* fix slow tests

* Fix docs

* fix docs

* addess feedback

* address feedback

* final modifs for PEFT

* fixup

* ok now

* trigger CI

* trigger CI again

* Update docs/source/en/main_classes/deepspeed.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* import from `integrations`

* address feedback

* revert removal of `deepspeed` module

* revert removal of `deepspeed` module

* fix conflicts

* ooops

* oops

* add deprecation warning

* place it on the top

* put `FutureWarning`

* fix conflicts with not_doctested.txt

* add back `bitsandbytes` module with a depr warning

* fix

* fix

* fixup

* oops

* fix doctests

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-08-25 17:13:34 +02:00
mchau
6f041fcbb8
fix documentation for CustomTrainer (#25635)
fix doc
2023-08-21 17:23:17 +02:00
Yoach Lacombe
b8f69d0d10
Add Text-To-Speech pipeline (#24952)
* add AutoModelForTextToSpeech class

* add TTS pipeline and tessting

* add docstrings to text_to_speech pipeline

* fix torch dependency

* corrector 'processor is None' case in Pipeline

* correct repo id

* modify text-to-speech -> text-to-audio

* remove processor

* rename text_to_speech pipelines files to text_audio

* add textToWaveform and textToSpectrogram instead of textToAudio classes

* update TTS pipeline to the bare minimum

* update tests TTS pipeline

* make style and erase useless import torch in TTS pipeline tests

* modify how to check if generate or forward in TTS pipeline

* remove unnecessary extra new lines

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* refactor input_texts -> text_inputs

* correct docstrings of TTS.__call__

* correct the shape of generated waveform

* take care of Bark tokenizer special case

* correct run_pipeline_test TTS

* make style

* update TTS docstrings

* address Sylvain nit refactors

* make style

* refactor into one liners

* correct squeeze

* correct way to test if forward or generate

* Update output audio waveform shape

* make style

* correct import

* modify how the TTS pipeline test if a model can generate

* align shape output of TTS pipeline with consistent shape

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2023-08-17 17:34:47 +01:00
Marc Sun
06a1d75bd5
fix gptq nits (#25500)
* fix nits

* fix docstring

* fix doc

* fix damp_percent

* fix doc
2023-08-14 11:43:38 -04:00
Marc Sun
55db70c63d
GPTQ integration (#25062)
* GTPQ integration

* Add tests for gptq

* support for more quantization model

* fix style

* typo

* fix method

* Update src/transformers/modeling_utils.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* add dataclass and fix quantization_method

* fix doc

* Update tests/quantization/gptq/test_gptq.py

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* modify dataclass

* add gtpqconfig import

* fix typo

* fix tests

* remove dataset as req arg

* remove tokenizer import

* add offload cpu quantization test

* fix check dataset

* modify dockerfile

* protect trainer

* style

* test for config

* add more log

* overwrite torch_dtype

* draft doc

* modify quantization_config docstring

* fix class name in docstring

* Apply suggestions from code review

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* more warning

* fix 8bit kwargs tests

* peft compatibility

* remove var

* fix is_gptq_quantized

* remove is_gptq_quantized

* fix wrap

* Update src/transformers/modeling_utils.py

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* add exllama

* skip test

* overwrite float16

* style

* fix skip test

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* fix docsting formatting

* add doc

* better test

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2023-08-10 16:06:29 -04:00
Kevin Lloyd Bernal
ad8321512d
recommend DeepSpeed's Argument Parsing documentation (#25268) 2023-08-02 11:48:39 -04:00
Younes Belkada
972fdcc778
[Docs/quantization] Clearer explanation on how things works under the hood. + remove outdated info (#25216)
* clearer explanation on how things works under the hood.

* Update docs/source/en/main_classes/quantization.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/main_classes/quantization.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* add `load_in_4bit` in `from_pretrained`

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-08-01 10:56:52 +02:00
Stas Bekman
5220606607
[quantization.md] fix (#25190)
Update quantization.md
2023-07-31 09:37:29 -07:00
Sourab Mangrulkar
f4eb459ef2
fsdp fixes and enhancements (#24980)
* fix fsdp prepare to remove the warnings and fix excess memory usage

* Update training_args.py

* parity for FSDP+XLA

* Update trainer.py
2023-07-21 17:52:48 +05:30
Younes Belkada
ca974aff0f
[Docs] Clarify 4bit docs (#24878)
* clarify 4bit docs

* Apply suggestions from code review

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

---------

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2023-07-18 13:39:08 +02:00
statelesshz
8ba26c18cf
deprecate sharded_ddp training argument (#24825)
* deprecate fairscale's ShardedDDP

* fix code style

* roll back

* deprecate the `sharded_ddp` training argument

---------

Co-authored-by: jihuazhong <jihuazhong1@huawei.com>
2023-07-17 06:57:42 -04:00
dymil
f9a711df4a
Fix typo 'submosules' (#24809) 2023-07-13 16:56:53 +01:00
Marc Sun
35eac0df75
add link to accelerate doc (#24601) 2023-07-10 17:49:30 -04:00
Sylvain Gugger
eb849f6604
Migrate doc files to Markdown. (#24376)
* Rename index.mdx to index.md

* With saved modifs

* Address review comment

* Treat all files

* .mdx -> .md

* Remove special char

* Update utils/tests_fetcher.py

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

---------

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2023-06-20 18:07:47 -04:00
Sourab Mangrulkar
e0603d894d
docs wrt using accelerate launcher with trainer (#24250)
* update docs

* missing part

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* address comments

* address Zach's comment

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-06-14 00:31:06 +05:30
Sourab Mangrulkar
3723329d01
deprecate use_mps_device (#24239) 2023-06-13 19:48:36 +05:30
Jacob
97527898da
typo: fix typos in CONTRIBUTING.md and deepspeed.mdx (#24184)
* typo: fix typos in CONTRIBUTING.md and deepspeed.mdx

* Update CONTRIBUTING.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-06-12 15:43:58 +01:00
Lysandre Debut
deff5979fe
Tool types (#24032)
* Tool types

* Tests + fixes

* Isolate types

* Oops

* Review comments + docs

* Tests + docs

* soundfile -> vision
2023-06-09 13:34:07 -04:00
Sylvain Gugger
c3572e6bfb
Add AzureOpenAiAgent (#24058)
* Add AzureOpenAiAgent

* quality

* Update src/transformers/tools/agents.py

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

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Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2023-06-07 16:34:53 -04:00
Marc Sun
e03a9cc0cd
Modify device_map behavior when loading a model using from_pretrained (#23922)
* Modify device map behavior for 4/8 bits model

* Remove device_map arg for training 4/8 bit model

* Remove index

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Add Exceptions

* Modify comment

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Fix formatting

* Get current device with accelerate

* Revert "Get current device with accelerate"

This reverts commit 46f0079910.

* Fix Exception

* Modify quantization doc

* Fix error

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

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Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-06-01 13:21:22 -04:00
peridotml
62ba64b90a
Adds a FlyteCallback (#23759)
* initial flyte callback

* lint

* logs should still be saved to Flyte even if pandas isn't install (unlikely)

* cr - flyte team

* add docs for Flytecallback

* fix doc string - cr sgugger

* Apply suggestions from code review

cr - sgugger fix doc strings

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

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Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-05-30 10:08:07 -04:00
amitportnoy
d61d747627
Update trainer.mdx class_weights example (#23787)
class_weights tensor should follow model's device
2023-05-26 08:36:33 -04:00
Tim Dettmers
9d73b92269
4-bit QLoRA via bitsandbytes (4-bit base model + LoRA) (#23479)
* Added lion and paged optimizers and made original tests pass.

* Added tests for paged and lion optimizers.

* Added and fixed optimizer tests.

* Style and quality checks.

* Initial draft. Some tests fail.

* Fixed dtype bug.

* Fixed bug caused by torch_dtype='auto'.

* All test green for 8-bit and 4-bit layers.

* Added fix for fp32 layer norms and bf16 compute in LLaMA.

* Initial draft. Some tests fail.

* Fixed dtype bug.

* Fixed bug caused by torch_dtype='auto'.

* All test green for 8-bit and 4-bit layers.

* Added lion and paged optimizers and made original tests pass.

* Added tests for paged and lion optimizers.

* Added and fixed optimizer tests.

* Style and quality checks.

* Fixing issues for PR #23479.

* Added fix for fp32 layer norms and bf16 compute in LLaMA.

* Reverted variable name change.

* Initial draft. Some tests fail.

* Fixed dtype bug.

* Fixed bug caused by torch_dtype='auto'.

* All test green for 8-bit and 4-bit layers.

* Added lion and paged optimizers and made original tests pass.

* Added tests for paged and lion optimizers.

* Added and fixed optimizer tests.

* Style and quality checks.

* Added missing tests.

* Fixup changes.

* Added fixup changes.

* Missed some variables to rename.

* revert trainer tests

* revert test trainer

* another revert

* fix tests and safety checkers

* protect import

* simplify a bit

* Update src/transformers/trainer.py

* few fixes

* add warning

* replace with `load_in_kbit = load_in_4bit or load_in_8bit`

* fix test

* fix tests

* this time fix tests

* safety checker

* add docs

* revert torch_dtype

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* multiple fixes

* update docs

* version checks and multiple fixes

* replace `is_loaded_in_kbit`

* replace `load_in_kbit`

* change methods names

* better checks

* oops

* oops

* address final comments

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-05-24 12:52:45 +02:00
Sylvain Gugger
cf43200861
Add local agent (#23438)
* Add local agent

* Document LocalAgent
2023-05-18 11:09:55 -04:00
Sylvain Gugger
f76fb3aeea
Fix broken links in the agent docs (#23297) 2023-05-11 14:26:19 -04:00
Sylvain Gugger
3335724376
Test composition (#23214)
* Remove nestedness in tool config

* Really do it

* Use remote tools descriptions

* Work

* Clean up eval

* Changes

* Tools

* Tools

* tool

* Fix everything

* Use last result/assign for evaluation

* Prompt

* Remove hardcoded selection

* Evaluation for chat agents

* correct some spelling

* Small fixes

* Change summarization model (#23172)

* Fix link displayed

* Update description of the tool

* Fixes in chat prompt

* Custom tools, custom prompt

* Tool clean up

* save_pretrained and push_to_hub for tool

* Fix init

* Tests

* Fix tests

* Tool save/from_hub/push_to_hub and tool->load_tool

* Clean push_to_hub and add app file

* Custom inference API for endpoints too

* Clean up

* old remote tool and new remote tool

* Make a requirements

* return_code adds tool creation

* Avoid redundancy between global variables

* Remote tools can be loaded

* Tests

* Text summarization tests

* Quality

* Properly mark tests

* Test the python interpreter

* And the CI shall be green.

* fix loading of additional tools

* Work on RemoteTool and fix tests

* General clean up

* Guard imports

* Fix tools

* docs: Fix broken link in 'How to add a model...'  (#23216)

fix link

* Get default endpoint from the Hub

* Add guide

* Simplify tool config

* Docs

* Some fixes

* Docs

* Docs

* Docs

* Fix code returned by agent

* Try this

* Match args with signature in remote tool

* Should fix python interpreter for Python 3.8

* Fix push_to_hub for tools

* Other fixes to push_to_hub

* Add API doc page

* Docs

* Docs

* Custom tools

* Pin tensorflow-probability (#23220)

* Pin tensorflow-probability

* [all-test]

* [all-test] Fix syntax for bash

* PoC for some chaining API

* Text to speech

* J'ai pris des libertés

* Rename

* Basic python interpreter

* Add agents

* Quality

* Add translation tool

* temp

* GenQA + LID + S2T

* Quality + word missing in translation

* Add open assistance, support f-strings in evaluate

* captioning + s2t fixes

* Style

* Refactor descriptions and remove chain

* Support errors and rename OpenAssistantAgent

* Add setup

* Deal with typos + example of inference API

* Some rename + README

* Fixes

* Update prompt

* Unwanted change

* Make sure everyone has a default

* One prompt to rule them all.

* SD

* Description

* Clean up remote tools

* More remote tools

* Add option to return code and update doc

* Image segmentation

* ControlNet

* Gradio demo

* Diffusers protection

* Lib protection

* ControlNet description

* Cleanup

* Style

* Remove accelerate and try to be reproducible

* No randomness

* Male Basic optional in token

* Clean description

* Better prompts

* Fix args eval in interpreter

* Add tool wrapper

* Tool on the Hub

* Style post-rebase

* Big refactor of descriptions, batch generation and evaluation for agents

* Make problems easier - interface to debug

* More problems, add python primitives

* Back to one prompt

* Remove dict for translation

* Be consistent

* Add prompts

* New version of the agent

* Evaluate new agents

* New endpoints agents

* Make all tools a dict variable

* Typo

* Add problems

* Add to big prompt

* Harmonize

* Add tools

* New evaluation

* Add more tools

* Build prompt with tools descriptions

* Tools on the Hub

* Let's chat!

* Cleanup

* Temporary bs4 safeguard

* Cache agents and clean up

* Blank init

* Fix evaluation for agents

* New format for tools on the Hub

* Add method to reset state

* Remove nestedness in tool config

* Really do it

* Use remote tools descriptions

* Work

* Clean up eval

* Changes

* Tools

* Tools

* tool

* Fix everything

* Use last result/assign for evaluation

* Prompt

* Remove hardcoded selection

* Evaluation for chat agents

* correct some spelling

* Small fixes

* Change summarization model (#23172)

* Fix link displayed

* Update description of the tool

* Fixes in chat prompt

* Custom tools, custom prompt

* Tool clean up

* save_pretrained and push_to_hub for tool

* Fix init

* Tests

* Fix tests

* Tool save/from_hub/push_to_hub and tool->load_tool

* Clean push_to_hub and add app file

* Custom inference API for endpoints too

* Clean up

* old remote tool and new remote tool

* Make a requirements

* return_code adds tool creation

* Avoid redundancy between global variables

* Remote tools can be loaded

* Tests

* Text summarization tests

* Quality

* Properly mark tests

* Test the python interpreter

* And the CI shall be green.

* Work on RemoteTool and fix tests

* fix loading of additional tools

* General clean up

* Guard imports

* Fix tools

* Get default endpoint from the Hub

* Simplify tool config

* Add guide

* Docs

* Some fixes

* Docs

* Docs

* Fix code returned by agent

* Try this

* Docs

* Match args with signature in remote tool

* Should fix python interpreter for Python 3.8

* Fix push_to_hub for tools

* Other fixes to push_to_hub

* Add API doc page

* Fixes

* Doc fixes

* Docs

* Fix audio

* Custom tools

* Audio fix

* Improve custom tools docstring

* Docstrings

* Trigger CI

* Mode docstrings

* More docstrings

* Improve custom tools

* Fix for remote tools

* Style

* Fix repo consistency

* Quality

* Tip

* Cleanup on doc

* Cleanup toc

* Add disclaimer for starcoder vs openai

* Remove disclaimer

* Small fixed in the prompts

* 4.29

* Update src/transformers/tools/agents.py

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

* Complete documentation

* Small fixes

* Agent evaluation

* Note about gradio-tools & LC

* Clean up agents and prompt

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Note about gradio-tools & LC

* Add copyrights and address review comments

* Quality

* Add all language codes

* Add remote tool tests

* Move custom prompts to other docs

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* TTS tests

* Quality

---------

Co-authored-by: Lysandre <hi@lyand.re>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com>
Co-authored-by: Connor Henderson <connor.henderson@talkiatry.com>
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Lysandre <lysandre@huggingface.co>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-05-09 20:37:57 -04:00
Furkan Akkurt
51ae566511
Fix typo ; Update output.mdx (#23227) 2023-05-09 09:19:38 -04:00
Younes Belkada
370f0ca18c
[bnb] Let's make serialization of int8 models possible (#22177)
* make serialization of int8 models possible

* make fixup

* add docs

* add ability to push to hub and save pretrained

* fixes

* more addition

* more tests

* fix issues

* change variable

* clearer message

* adapt from suggestions

* few fixes

* remove unused function

* Update src/transformers/utils/quantization_config.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* address last comments

* last warning

* clarify doc

* protect import

* Update src/transformers/modeling_utils.py

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

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Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-04-12 08:01:18 -04:00
Kirill
14fc1a2467
Fix quantization docs typo (#22666) 2023-04-10 08:53:53 -04:00
Joao Gante
228792a9dc
Generate: basic token streaming (#22449)
* haha tokens go brrrr
2023-03-30 12:00:12 +01:00