Commit Graph

1279 Commits

Author SHA1 Message Date
김진원
8430db22e2 Scheduler implementation of Continual Pre-Training of Large Language Models: How to (re)warm your model? (#1273) 2024-02-12 21:23:28 -08:00
Wing Lian
4b997c3e1a allow the optimizer prune ratio for ReLoRA to be configurable (#1287)
* allow the optimizer prune ration for relora to be configurable

* update docs for relora

* prevent circular imports
2024-02-12 11:39:51 -08:00
Maxime
fac2d98c26 Add MPS support (#1264)
* add mps support

* linter stuff

* CI fixes

* install packaging for various tests

* Update setup.py

* Revert "install packaging for various tests"

This reverts commit 980e7aa44d.

* Revert "CI fixes"

This reverts commit 4609e3b166.

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-02-12 08:30:32 -05:00
Wing Lian
ea00dd0852 don't use load and push together (#1284) 2024-02-09 14:54:31 -05:00
Hamel Husain
b2a4cb4396 Update README.md (#1281) 2024-02-09 07:38:08 -08:00
Wing Lian
aaf54dc730 run the docker image builds and push on gh action gpu runners (#1218) 2024-02-09 10:32:54 -05:00
Hamel Husain
9bca7db133 add support for https remote yamls (#1277) 2024-02-08 20:02:17 -08:00
Hamel Husain
91cf4ee72c allow remote data paths (#1278)
* allow remote data paths

* add docs about public url

* only allow https

* better docs

* better docs
2024-02-08 15:02:35 -08:00
Wing Lian
1daecd161e copy edits (#1276) 2024-02-08 09:00:04 -05:00
Wing Lian
4a654b331e Add link to axolotl cloud image on latitude (#1275) 2024-02-08 08:50:11 -05:00
Wing Lian
5698943263 simplify haldning for newer multipack patches so they can be added in a single place (#1270) 2024-02-07 10:46:04 -05:00
Wing Lian
411293bdca contributor avatars (#1269) 2024-02-07 07:09:01 -08:00
Zac Brannelly
73f1bdaa15 Fix bug preventing model_kwargs being injected (#1262) 2024-02-07 09:38:35 -05:00
JohanWork
1c7ed26785 lock pytorch (#1247) [skip ci] 2024-02-06 07:48:26 -05:00
Philip May
13eea21f9b Add more save strategies for DPO training. (#1255)
* Set save_strategy and save_steps in HFDPOTrainerBuilder

* fix doublicate save_steps
2024-02-06 00:38:43 -05:00
Chirag Jain
1072f28874 Fix typo bloat16 -> bfloat16 (#1257) 2024-02-06 00:38:14 -05:00
Wing Lian
c7cf3810bd Pretrain transforms (#1261)
* wip for pretraining/iterable data with arbitrary prompt strategies

* more fixes, wip

* more fixes for custom pretraining

* iterable ds wrapper not needed

* remove extra features

* chore: lint

* update pretraning example yml

* fix order for partials

* fixup for tests
2024-02-06 00:37:03 -05:00
Wing Lian
8c2e05ade3 relora: magnitude pruning of the optimizer (#1245)
* magnitude pruning of the optimizer

* add alpaca chat template and fix relora patch

* fix handling of lora adapter for relora

* fix merge and save call

* fixes for 8-bit lora merge

* save intermediate checkpoint adapters

* auto merge

* fix eval check

* handle relora annealing

* fix anneal step logic

* chore: lint

* misx fix

* fix types

* Update tests/e2e/test_relora_llama.py

* check for safetensors saved from relora
2024-02-06 00:35:30 -05:00
NanoCode012
2d65f470d5 fix(model): apply gate fp32 only for mixtral (#1241)
* fix(model): apply gate fp32 only for mixtral

* Update src/axolotl/utils/models.py

* fix gate layer check

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-02-01 13:55:05 -05:00
Wing Lian
dfd188502a add contact info for dedicated support for axolotl [skip ci] (#1243) 2024-02-01 12:59:07 -05:00
Wing Lian
00568c1539 support for true batches with multipack (#1230)
* support for true batches with multipack

* patch the map dataset fetcher to handle batches with packed indexes

* patch 4d mask creation for sdp attention

* better handling for BetterTransformer

* patch general case for 4d mask

* setup forward patch. WIP

* fix patch file

* support for multipack w/o flash attention for llama

* cleanup

* add warning about bf16 vs fp16 for multipack with sdpa

* bugfixes

* add 4d multipack tests, refactor patches

* update tests and add warnings

* fix e2e file check

* skip sdpa test if not at least torch 2.1.1, update docs
2024-02-01 10:18:42 -05:00
Wing Lian
c67fb71583 Peft deepspeed resume (#1227)
* import deepspeed integration

* monkeypatch peft adapater with deepspeed for resume from checkpoint

* fix patch

* fix patches attempt 2

* make sure to set lora_model_dir

* skip pylint for deepspeed.utils

* pick up upstream fix in transformers

* remove monkeypatch for deepspeed/peft fix

* no need to set the lora_model_dir on resume

* unset load_in_*bit when using quant config

* guard before del

* better handling of load_in* kwargs
2024-01-31 18:13:29 -05:00
DreamGenX
25e037fe2d Support for additional_special_tokens (#1221) [skip ci]
* Support for additional_special_tokens

* Support for additional_special_tokens. Adjust whitespace.

* Support for additional_special_tokens. Use correct quotes.

* Support for additional_special_tokens. Safe pop.

* Support for additional_special_tokens. nt.

* Support for additional_special_tokens. cfg.special_tokens may be None.

* add token if not in vocabulary when adding additional_special_tokens

* fix logic for copy/pasta

* bugfix for popping from config and tokenizer reload

* no need to add tokens manually now with previous bugfix

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-31 18:13:13 -05:00
Hamel Husain
52c83d30bf Update rlhf.md (#1237) [skip ci] 2024-01-31 17:27:35 -05:00
Wing Lian
d113331e9a add a helpful motd for cloud image (#1235) [skip ci] 2024-01-31 10:26:02 -05:00
Wing Lian
8f2b591baf set torch version to what is installed during axolotl install (#1234) 2024-01-31 08:47:34 -05:00
DreamGenX
5787e1a23f Fix and document test_datasets (#1228)
* Make sure test_dataset are used and treat val_set_size.

* Add test_datasets docs.

* Apply suggestions from code review

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-31 06:48:57 -05:00
xhedit
8608d8003e Fix typo (#1231) [skip ci] 2024-01-31 06:46:55 -05:00
Wing Lian
4cb7900a56 Peft lotfq (#1222)
* loftq support for lora

* fix loftq check

* update readme for loftq

* readability cleanup

* use peft main for loftq fixes, remove unnecessary special tokens

* remove unused test from older deprecation
2024-01-28 18:50:08 -05:00
Filippo Broggini
18f811978c FEAT: add tagging support to axolotl for DPOTrainer (#1209)
* Add AxolotlDPOTrainer

* chore: lint

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-26 20:01:57 -05:00
Wing Lian
afb5dd9655 Update FUNDING.yml [skip ci] 2024-01-26 20:00:28 -05:00
Wing Lian
8da1633124 Revert "run PR e2e docker CI tests in Modal" (#1220) [skip ci] 2024-01-26 16:50:44 -05:00
Wing Lian
36d053f6f0 run PR e2e docker CI tests in Modal (#1217) [skip ci]
* wip modal for ci

* handle falcon layernorms better

* update

* rebuild the template each time with the pseudo-ARGS

* fix ref

* update tests to use modal

* cleanup ci script

* make sure to install jinja2 also

* kickoff the gh action on gh hosted runners and specify num gpus
2024-01-26 16:13:27 -05:00
JohanWork
af29d81f80 ADD: warning if hub_model_id ist set but not any save strategy (#1202)
* warning if hub model id set but no save

* add warning

* move the warning

* add test

* allow more public methods for tests for now

* fix tests

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-26 10:38:55 -05:00
Wing Lian
1b180034c7 ensure the tests use the same version of torch as the latest base docker images (#1215) [skip ci] 2024-01-26 10:38:30 -05:00
DreamGenX
62ca4a2b71 Respect sliding_window=None (#1214) 2024-01-26 07:43:37 -05:00
Igor Berlenko
5407ddd233 Update qlora.yml - remove max_packed_sequence_len (#1210) [skip ci] 2024-01-26 07:43:05 -05:00
Wing Lian
74c72ca5eb drop py39 docker images, add py311, upgrade pytorch to 2.1.2 (#1205)
* drop py39 docker images, add py311, upgrade pytorch to 2.1.2

* also allow the main build to be manually triggered

* fix workflow_dispatch in yaml
2024-01-26 00:38:49 -05:00
Wing Lian
e923e62d24 more checks and fixes for deepspeed and fsdp (#1208) [skip ci] 2024-01-25 20:01:45 -05:00
Wing Lian
ba944e6554 workaround for transformers bug requireing do_sample for saveing pretrained (#1206) 2024-01-25 11:34:41 -05:00
Wing Lian
badda3783b make sure to register the base chatml template even if no system message is provided (#1207) 2024-01-25 10:38:08 -05:00
Wing Lian
a01b998c0f Update deps 202401 (#1204) [skip ci]
* update deps

* xformers fix too
2024-01-25 10:11:49 -05:00
Wing Lian
33e117088f precompute dpo logprobs setting and fixes (#1199) [skip ci]
* add support for precompute_ref_log_probs for dpo

* add chatml.icr type for argilla orca dpo

* update inline doc

* also set use_reentrant to false for dpo when not set

* don't set use_reentrant to true for rl

* make sure to set gradient checkpointing too
2024-01-25 09:31:55 -05:00
Ricardo Dominguez-Olmedo
b4ac96adef fix learning rate scheduler's warnings (#1135) [skip ci]
* fix schedulers warnings

* chore: lint

---------

Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-25 07:09:34 -05:00
mhenrichsen
98b4762077 Feat/chatml add system message (#1117)
* add system message to template

* readme update

* added code to register new system message

* register chatml template for test

---------

Co-authored-by: Mads Henrichsen <mads@BrbartiendeMads.lan>
Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-01-25 08:24:27 +01:00
JohanWork
ee0b5f60e5 add colab example (#1196) [skip ci] 2024-01-24 20:09:09 -05:00
NanoCode012
08719b9609 fix(log): improve warning to clarify that lora_modules_to_save expect a list (#1197) 2024-01-24 20:08:34 -05:00
Wing Lian
1427d5b502 prepare for release 0.4.0 (#1175)
Some checks failed
publish pypi / Upload release to PyPI (push) Has been cancelled
v0.4.0
2024-01-24 15:00:28 -05:00
Wing Lian
54d2ac155b Mixtral fixes 20240124 (#1192) [skip ci]
* mixtral nccl fixes

* make sure to patch for z3
2024-01-24 14:59:57 -05:00
Oleh Kuznetsov
af0243021c Standardize system prompt format for AlpacaPrompter (#1190) [skip ci] 2024-01-24 14:27:01 -05:00