444e0f8414
Update README.md ( #184 )
...
fix formatting
2024-07-30 11:05:50 +02:00
98563353d7
CITATION.cff and fix F401 warning ( #183 )
...
* fix F401 warning
* add CITATION.cff
* update version in CITATION
* update title
* fix label
* Update src/alignment/__init__.py
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* make style
* add Alvaro Bartolome
* update version in readme
---------
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
2024-07-30 10:56:17 +02:00
95dc47218c
update API to use latest TRL ( #182 )
...
* update API
* update deepspeed
* update black
* remove unused import
* fix typos
* fix typos in readmes
* fix grammer
* removed as it exists in superclass
* fixes in readme
* Update README.md
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* Update src/alignment/configs.py
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* Update src/alignment/configs.py
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* Update src/alignment/configs.py
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* Update src/alignment/configs.py
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
* add back dataset_kwargs
* use hub_model_revision in sft and dpo
* fix duplicate
---------
Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com >
2024-07-30 09:16:25 +02:00
606d2e954f
Add fsdp+qlora support ( #160 )
2024-05-08 15:08:13 +02:00
84f8c92820
Update README.md ( #152 )
...
If use 2.3.6, there will be an error
ImportError: /root/miniconda3/envs/handbook/lib/python3.10/site-packages/flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so: undefined symbol: _ZN2at4_ops9_pad_enum4callERKNS_6TensorEN3c108ArrayRefINS5_6SymIntEEElNS5_8optionalIdEE
If we use the newest flash_attn version, there will be no trouble!
2024-04-25 10:36:22 +02:00
cf1975a7cb
Add ORPO within README.md files ( #154 )
...
* Add `ORPO` within `scripts/README.md`
* Fix typo in `ModelArguments.base_model_revision`
* Add `ORPO` within `README.md`
* Add Zephyr 141B in "News" section
2024-04-25 10:35:45 +02:00
70769f9e9b
Add run_orpo.py ( #143 )
...
* Add `ORPOConfig`
* Add `task=orpo` and support `(prompt,chosen,rejected)` datasets
* Add missing `model_init_kwargs` and `dataset_num_proc`
* Add `run_orpo.py` (WIP)
* Update `trl` dependency from source
* Add `setup_chat_format` before `apply_chat_template`
* Add `config_full.yaml` for `mistral-7b-orpo`
* Fix comment indentation
* Use `chat_template=chatml` instead
* Add `kaist-ai/mistral-orpo-capybara-7k` recipe
* Rename `DPOTrainer` to `ORPOTrainer` in `config_full.yaml` files
* Run `black --line-length 119 src`
* Add `is_openai_format` to fix `(prompt,chosen,rejected)` formatting
* Run `black --line-length 119 src`
* Fix `isort` in `run_orpo.py`
* Update `mistral-capybara/orpo/config_full.yaml`
* Check if `test` is available split
* Pin `trl` to `alvarobartt/trl` fork (debugging)
* Add `qwen-capybara` recipe
* Update `mistral-capybara` recipe
* Set `add_generation_prompt=True` if `task="orpo"`
* Reduce `logging_steps` to 10
* Unset `add_generation_prompt` when `task=orpo`
* Add filtering based on prompt length
Done similarly to the original implementation, in order to better reproduce their results
* Fix prompt length filtering
* Update `trl` pinned version
* Remove extra outdate config files
* Update `recipes/mistral-capybara/orpo/config_full.yaml`
* Run `make style`
* Activate BEAST MODE
* Pin deps
* Add readme
* Fix dep
---------
Co-authored-by: Lewis Tunstall <lewis.c.tunstall@gmail.com >
2024-04-11 16:02:20 +02:00
a83b1f617f
Fix the logic that causes an issue with philschmid/gemma-tokenizer-chatml tokenizer ( #146 )
...
The `setup_chat_format()` logic should not be applied to philschmid/gemma-tokenizer-chatml tokenizer, otherwise gemma models are trained w/o proper bos, eos tokens.
2024-04-09 17:02:21 +02:00
8497caeaf1
fix trust_remote_code for tokenizer in model_utils.py ( #140 )
...
`trust_remote_code` option is only added to models, adding it to tokenizers to be consistent, which will also fix the error when the tokenizer is loaded from the remote repo
2024-03-27 19:31:45 +01:00
ba7e0e4fca
Fix dataloading for cpt ( #137 )
...
* avpid mutable parameter
* do not remove text_column for cpt
* fix typo
* add
* remove constant KEEPCOLS
* update tests with columns_to_keep
2024-03-21 20:05:53 +01:00
c44cb1cd1d
fix: Zephyr LoRA fine-tuning fixed ( #139 )
...
Co-authored-by: svbogdanov <sergei@numind.ai >
2024-03-21 19:28:31 +01:00
595023faa4
Adding continued_pretraining task ( #131 )
...
* add continued pretraining script
* simplify config; add dataset_config option
* add ds configs in data mixer creator
* use extended sftconfig
* add option to avoid setting chat template
* fix data_configs bug
* add continued pretraining info
* add gpt2-nl recipe for continued pretraining example
* add final newline
* make style
* Update README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update recipes/gpt2-nl/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* rename continued pretraining to cpt
* improve README
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-03-14 15:15:23 +01:00
a9b8a50a27
🌟 ( #135 )
...
* Add StarChat2
* Add DPO
* Fix unit test
* Typos
* Typo
2024-03-12 17:22:21 +01:00
ff618a4d13
🪁 ( #129 )
...
* Add Gemma 7B recipe
* Use Gemma template
* Make it work for dolly lol
* Enable cahce
* Clean up
* DPO to the max
* DPO, DPO, DPO
* Add openhermes
* Add custom configs
* Add kwargs
* Fix config
* Bump deps
* Move old recipes
* Add doc
* Add norte
* Renable cache
* Nuke
* Clean
* Apply suggestions from code review
Co-authored-by: Alvaro Bartolome <alvaro@argilla.io >
* Fix isort
* Update README.md
* Update config_full.yaml
---------
Co-authored-by: Alvaro Bartolome <alvaro@argilla.io >
Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com >
2024-03-01 17:29:42 +01:00
d17fd7cd3b
Add auto_insert_empty_system_msg config flag ( #123 )
...
* Make system messages optional
Also use the `maybe_insert_system_message` in dpo setting
* add `auto_insert_empty_system_msg` flag
* add `auto_insert_empty_system_msg`
* add auto_insert_empty_system_msg
* Update src/alignment/configs.py
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* make style
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-02-28 20:05:44 +01:00
87cc800498
Apply quantization during DPO QLoRA ( #115 )
...
* Add QLoRA fix
* Update script
2024-02-05 16:50:17 +01:00
d00e6f043e
Update README.md ( #113 )
...
evalutions -> evaluations
2024-02-02 09:20:20 +01:00
b4bd3a4984
Blog post url: "constitutional-ai" -> "constitutional_ai" ( #112 )
2024-02-01 09:21:53 -08:00
995d50912b
Update README.md ( #111 )
...
* Update README.md
* Update README.md
2024-02-01 17:02:43 +01:00
8df2271324
Constitutional AI recipe ( #108 )
...
* cai
* add training configuration
* update readme
* Update recipes/cai/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update recipes/cai/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update recipes/cai/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update recipes/cai/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Update recipes/cai/README.md
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* rename
* update
* rename
* Quick change
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-02-01 07:02:19 -08:00
5ad6db0c79
Fixes #96 by handling RepositoryNotFoundError ( #97 )
...
* Fixes #96 by handling RepositoryNotFoundError
* Update src/alignment/model_utils.py
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
* Remove redundant code
* Add unit test
* Reformat file
* make style
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-02-01 15:47:14 +01:00
ad3d43aeea
Make peft bnb_4bit_compute_dtype consistent with torch_dtype ( #107 )
...
Co-authored-by: Nathan Azrak <nazrak@atlassian.com >
2024-01-29 11:59:15 +01:00
de7d8883cd
Add check before inserting system message ( #106 )
...
* add check before inserting system message
* change in-place for consistency
* fix unit test
---------
Co-authored-by: Nathan Azrak <nazrak@atlassian.com >
2024-01-29 11:56:24 +01:00
cbcb3f60fb
DPO/IPO/KTO ablations ( #104 )
...
* adds configs and readme
* cleaning config files
* fix typos and removes things from config
* updates text to use comparisons rather ablations
* fix readme and adds launch script
* fix launch script, adds blogpost link
* bump release version, added missing dep, fixes configs
* updates main readme file
2024-01-18 14:55:00 +01:00
c74ed11171
Bump lower version of huggingface_hub ( #95 )
...
* Bump lower version of huggingface_hub
* Fix dep
2024-01-11 23:09:48 +11:00
f0ffa0d7a6
Update Zephyr configs to account for UltraFeedback & TRL fixes ( #88 )
...
* Add files
* Add checkpointing
* Add checkpointing to SFT
* Add loss type
* Fix setup|
* Clean SFT
* Add lora config
* Rename config
* Remove max eval samples
* Add kwargs tp push to hub
* Add DPO configs
* Fix dpo configs
* Extend chat template test to multi-turn
* Add warmup
* Refactor
* Fix LoRA -> QLoRA
* Fix configs
* Specify chat template
* Add sample logging
* Fix push to hub hanging
* Add reentrant
* Fix quality
* Add transformer logging
* Tweak grad acc
* Add null type
* Add doc
2024-01-10 17:42:24 +11:00
c69ae4b8a5
Check that default_chat_template is also None ( #83 )
...
* Check that `default_chat_template` is also None before overwriting chat template
* add unit test to `get_tokenizer` to ensure default behaviour of chat template is not changed
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-01-08 17:54:23 +11:00
98fe28fb14
Clean deprecated max_samples arguments ( #89 )
2024-01-05 09:06:47 +11:00
e316174e1c
Add warmup to config ( #71 )
...
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-01-04 16:04:46 +11:00
57508b5c2d
Make SFT script consistent with DPO script ( #86 )
...
* Add argument
* Make scripts consistent
* Fix style
---------
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com >
2024-01-04 15:55:58 +11:00
8f6e5b666b
Bump dev version v0.3.0.dev
2024-01-04 01:39:11 +00:00
61a11a5c7d
Update docstring for data.py to reflect true behavior of shuffle parameter ( #60 )
...
* Update data.py
The docs state that the `shuffle` parameter in `mix_datasets` from `data.py` controls `Whether to shuffle the training data`, but then in the code if `shuffle` is set to `True` it also shuffles the test data. This small change makes the functionality consistent with the docstring. (If you instead want to keep the functionality the same, then we should update the docstring).
* Update data.py
Reverted to the original code structure but updated the docstring.
* Update docstring in `get_dataset` and `mix_datasets`
Updated docstrings to reflect the fact that `shuffle` being set to `True` leads to shuffling of both the training and testing/validation data.
2023-12-06 10:44:17 +01:00
1c06e4e5e1
Update doc CI ( #64 )
2023-12-05 12:31:30 +01:00
3f368a0748
Add check that parameters are not intended to be offloaded ( #51 )
...
* Add check that parameters are not intended to be offloaded
* Only push model to device if quantization config is set.
2023-12-04 09:10:41 +01:00
15279e7157
Allow loading datasets from disk using load_from_disk method. ( #53 )
...
* feat: Allow loading datasets from disk using `load_from_disk` method.
* Fixing the type of error being catched.
2023-12-01 11:05:35 +01:00
80e952ec47
Allow running DPO from a local model ( #49 )
...
* Update model_utils.py
Check if a model is adapter model when a local path is supplied instead of HF model
* Cleaner solution, thanks to lewtun
2023-11-27 11:31:09 +01:00
f025057ce4
Missing config params on SFT ( #31 )
...
* fix warmup with total number of steps
* Explicitely tell to use 80GB Gpus
* Revert "fix warmup with total number of steps"
This reverts commit 760e477efdbf7f67be766a0d43b0c3b2ac26947a.
2023-11-21 12:00:09 +01:00
c9d9035f95
Fix apply_chat_template function for dpo and unknown task ( #30 )
...
* Fix `apply_chat_template` function for `dpo` and unknown `task`
* Remove duplicated `# coding=utf-8`
* Manually run `black --line-length 119`
2023-11-21 11:47:21 +01:00
7d6fe765ec
Update README.md ( #35 )
...
update installation instruction. Added git cmd
2023-11-20 08:52:16 +01:00
0e09b0c6ec
Fix note syntax highlighting in README.md ( #20 )
2023-11-15 08:45:27 +01:00
a1afb2bbd4
Fix image alignment ( #19 )
2023-11-12 15:47:10 +01:00
4c6226bc42
Add moar explanations ( #18 )
2023-11-12 15:43:39 +01:00
4b0c1fe170
fix typos ( #17 )
2023-11-12 13:44:50 +01:00
43f52224db
Merge pull request #14 from sebastianschramm/ses/fix_typos_zephyr_recipe
...
Resolves #13 fix typo in zephyr recipe readme
2023-11-10 17:06:35 +01:00
d48a4a477b
Resolves #13 fix typo in zephyr recipe readme
2023-11-10 16:57:39 +01:00
e4f98e7d8f
Merge pull request #11 from huggingface/zephyr-recipe
...
Code release
2023-11-10 15:54:13 +01:00
363e29ff95
Apply suggestions from code review
...
Co-authored-by: Philipp Schmid <32632186+philschmid@users.noreply.github.com >
2023-11-10 15:49:00 +01:00
f5e70fbf9e
Add licenses
2023-11-10 14:47:54 +00:00
5a630a1989
Add QLoRA command
2023-11-10 13:57:52 +00:00
e2e8ab945d
Refactor imports
2023-11-10 13:38:45 +00:00
Kashif Rasul