12 Commits

Author SHA1 Message Date
Wing Lian
fc4e37920b transformers v5 upgrade (#3272)
* Prepare for transformers v5 upgrade

* fix hf cli

* update for hf hub changes

* fix tokenizer apply_chat_template args

* remap include_tokens_per_second

* fix tps

* handle migration for warmup

* use latest hf hub

* Fix scan -> ls

* fix import

* fix for renaming of mistral common tokenizer -> backend

* update for fixed tokenziation for llama

* Skip phi35 tests for now

* remove mistral patch fixed upstream in huggingface/transformers#41439

* use namespacing for patch

* don't rely on sdist for e2e tests for now

* run modal ci without waiting too

* Fix dep for ci

* fix imports

* Fix fp8 check

* fsdp2 fixes

* fix version handling

* update fsdp version tests for new v5 behavior

* Fail multigpu tests after 3 failures

* skip known v5 broken tests for now and cleanup

* bump deps

* unmark skipped test

* re-enable test_fsdp_qlora_prequant_packed test

* increase multigpu ci timeout

* skip broken gemma3 test

* reduce timout back to original 120min now that the hanging test is skipped

* fix for un-necessary collator for pretraining with bsz=1

* fix: safe_serialization deprecated in transformers v5 rc01 (#3318)

* torch_dtype deprecated

* load model in float32 for consistency with tests

* revert some test fixtures back

* use hf cache ls instead of scan

* don't strip fsdp_version

more fdsp_Version fixes for v5
fix version in fsdp_config
fix aliasing
fix fsdp_version check
check fsdp_version is 2 in both places

* Transformers v5 rc2 (#3347)

* bump dep

* use latest fbgemm, grab model config as part of fixture, un-skip test

* import AutoConfig

* don't need more problematic autoconfig when specifying config.json manually

* add fixtures for argilla ultrafeedback datasets

* download phi4-reasoning

* fix arg

* update tests for phi fast tokenizer changes

* use explicit model types for gemma3

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>

* fix: AutoModelForVision2Seq -> AutoModelForImageTextToText

* chore: remove duplicate

* fix: attempt fix gemma3 text mode

* chore: lint

* ga release of v5

* need property setter for name_or_path for mistral tokenizer

* vllm not compatible with transformers v5

* setter for chat_template w mistral too

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
Co-authored-by: salman <salman.mohammadi@outlook.com>
2026-01-27 17:08:24 -05:00
Wing Lian
11c0b5b256 bartch upgrade dependencies (#3299)
* upgrade dependencies

* don't use reset sessions

* downgrade transformers, upgrade other deps

* upgrade bnb to 0.49.0

* restore s3 cache

* explicit use local files w hub

* decompress and strip top level dir

* use 2 levels for strip components

* try to preserve permissions for symlinks

* use updated tar

* fix #3293 for distributed

* downgrade bnb

* fast fail after 4

* fix total tokens device

* patch accelerate CP/SP (#3309)

---------

Co-authored-by: salman <salman.mohammadi@outlook.com>
2025-12-30 09:02:49 -05:00
salman
294c7fe7a6 Distributed/ND-Parallel (#2977) 2025-07-31 15:25:02 -04:00
Wing Lian
1d2aa1e467 upgrade to support latest transformers release (#2984)
* upgrade to support latest transformers release

* bump mistral common too

* Fix dependencies
2025-07-27 17:05:12 -04:00
Wing Lian
dc4da4a7e2 update trl to 0.17.0 (#2560)
* update trl to 0.17.0

* grpo + vllm no longer supported with 2.5.1 due to vllm constraints

* disable VLLM_USE_V1 for ci

* imporve handle killing off of multiprocessing vllm service

* debug why this doesn't run in CI

* increase vllm wait time

* increase timeout to 5min

* upgrade to vllm 0.8.4

* dump out the vllm log for debugging

* use debug logging

* increase vllm start timeout

* use NVL instead

* disable torch compile cache

* revert some commented checks now that grpo tests are fixed

* increase vllm timeoout back to 5min
2025-04-27 19:19:53 -04:00
Dan Saunders
c4053481ff Codecov fixes / improvements (#2549)
* adding codecov reporting

* random change

* codecov fixes

* adding missing dependency

* fix

---------

Co-authored-by: Dan Saunders <dan@axolotl.ai>
2025-04-23 10:33:30 -04:00
Wing Lian
b640db1dbc don't run multigpu tests twice, run SP in separate test (#2542)
* don't run multigpu tests twice, run SP in separate test

* fix multiline
2025-04-21 10:24:13 -04:00
Dan Saunders
f776f889a1 adding codecov reporting (#2372) [skip ci]
* adding codecov reporting

* update codecov-action to v5

* fix

---------

Co-authored-by: Dan Saunders <dan@axolotl.ai>
2025-04-16 15:02:17 -07:00
Wing Lian
e7e0cd97ce Update dependencies and show slow tests in CI (#2492)
* use latest torchao, gradio, schedule-free

* get info on slow tests

* speed up tests by avoiding gradient checkpointing and reducing eval size
2025-04-05 17:41:31 -04:00
Wing Lian
b6fc46ada8 Updates for trl 0.16.0 - mostly for GRPO (#2437) [skip ci]
* add grpo scale_rewards config for trl#3135

* options to connect to vllm server directly w grpo trl#3094

* temperature support trl#3029

* sampling/generation kwargs for grpo trl#2989

* make vllm_enable_prefix_caching a config param trl#2900

* grpo multi-step optimizeations trl#2899

* remove overrides for grpo trainer

* bump trl to 0.16.0

* add cli  to start vllm-serve via trl

* call the python module directly

* update to use vllm with 2.6.0 too now and call trl vllm serve from module

* vllm 0.8.1

* use python3

* use sys.executable

* remove context and wait for start

* fixes to make it actually work

* fixes so the grpo tests pass with new vllm paradigm

* explicit host/port and check in start vllm

* make sure that vllm doesn't hang by setting quiet so outouts go to dev null

* also bump bnb to latest release

* add option for wait from cli and nccl debugging for ci

* grpo + vllm test on separate devices for now

* make sure grpo + vllm tests runs single worker since pynccl comms would conflict

* fix cli

* remove wait and add caching for argilla dataset

* refactoring configs

* chore: lint

* add vllm config

* fixup vllm grpo args

* fix one more incorrect schema/config path

* fix another vlllm reference and increase timeout

* make the tests run a bit faster

* change mbsz back so it is correct for grpo

* another change mbsz back so it is correct for grpo

* fixing cli args

* nits

* adding docs

* docs

* include tensor parallel size for vllm in pydantic schema

* moving start_vllm, more docs

* limit output len for grpo vllm

* vllm enable_prefix_caching isn't a bool cli arg

* fix env ordering in tests and also use pid check when looking for vllm

---------

Co-authored-by: Salman Mohammadi <salman.mohammadi@outlook.com>
2025-03-31 15:47:11 -04:00
Wing Lian
71d4030b79 gradient accumulation tests, embeddings w pad_token fix, smaller models (#2059)
* add more test cases for gradient accumulation and fix zero3

* swap out for smaller model

* fix missing return

* fix missing pad_token in config

* support concurrency for multigpu testing

* cast empty deepspeed to empty string for zero3 check

* fix temp_dir as fixture so parametrize works properly

* fix test file for multigpu evals

* don't use default

* don't use default for fsdp_state_dict_type

* don't use llama tokenizer w smollm

* also automatically cancel multigpu for concurrency
2024-11-14 12:59:00 -05:00
Wing Lian
54392ac8a6 Attempt to run multigpu in PR CI for now to ensure it works (#1815) [skip ci]
* Attempt to run multigpu in PR CI for now to ensure it works

* fix yaml file

* forgot to include multigpu tests

* fix call to cicd.multigpu

* dump dictdefault to dict for yaml conversion

* use to_dict instead of casting

* 16bit-lora w flash attention, 8bit lora seems problematic

* add llama fsdp test

* more tests

* Add test for qlora + fsdp with prequant

* limit accelerate to 2 processes and disable broken qlora+fsdp+bnb test

* move multigpu tests to biweekly
2024-08-09 11:50:13 -04:00