Commit Graph

2234 Commits

Author SHA1 Message Date
Wing Lian
7ccbbd8e77 upgrade liger to 0.6.0 (#2893) [skip ci] 2025-07-14 09:24:07 -04:00
Wing Lian
5081db7f8a upgrade trl==0.19.1 (#2892) [skip ci]
* upgrade trl==0.19.1

* add vllm for tests for grpo

* fixes to work with latest trl

* need data_parallel_size config too

* support for vllm_mode for server / colocate

* vllm settings for colocate

* relax vllm version

* bump min hf hub for latest vllm support

* add hints on string literal for vllm mode

* use latest transformers 4.53.2

* tweak acceptable loss on flaky test_ds_zero3_packed test

* don't run flaky vllm/grpo tests for now
2025-07-14 09:23:42 -04:00
Wing Lian
41664c7c4c fix ddp for incorrect steps (#2915)
* fix ddp for incorrect steps

* add test
2025-07-14 07:51:16 -04:00
Wing Lian
9a8073e73d Liquid Foundation Model 2 support (#2905)
* LFM2 support

* docs

* packing seems to work

* update install to force install in case already on dev version

* default to use chunked cross entropy
2025-07-12 11:41:34 -04:00
Jiawei Liu
7fb8441e0e fix: customized dataset with simpo (#2894) [skip ci] 2025-07-12 11:40:30 -04:00
NanoCode012
4dc5910e1c feat(doc): re-add docker 2.7.0 tag back (#2902) [skip ci] 2025-07-12 11:40:01 -04:00
Wing Lian
fb7bc9250d move unmaintained examples to archive (#2903) [skip ci] 2025-07-12 11:39:51 -04:00
salman
d6e4a611e5 FSDP1 -> FSDP2 (#2760)
* FSDP2 args migration implementation

This commit implements the migration to FSDP2 arguments including:
- FSDP2 support with LoRA training
- DPO integration with FSDP2
- Model loading fixes and refactoring
- CPU offloading and PEFT handling
- Test updates and CI improvements
- Bug fixes for dtype errors and various edge cases
2025-07-12 15:18:01 +01:00
Ed Sealing
eb662557a7 Register Plugins in Ray Workers (#2901) [skip ci]
* Access plugins in ray cluster

* Add comment

* chore: lint

---------

Co-authored-by: Ed Sealing <ed.sealing@patapsco.ai>
Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-07-11 16:59:59 -04:00
salman
03b2a113fe Update doc preview workflow to use sticky comments (#2873) 2025-07-11 14:08:35 +01:00
NanoCode012
9b95a625ab feat: add devstral small 2507 (#2896)
* feat: add devstral small 2507

* chore: update blog doc
2025-07-11 09:34:19 +07:00
Wing Lian
c370d0795c [doc] Fix docs for text field mapping for completion datasets (#2890)
* Fix docs for text field mapping for completion datasets

* update another reference
2025-07-09 14:52:44 -04:00
Wing Lian
76aeb16156 tiled_mlp supports single gpu (#2891)
* tiled_mlp supports single gpu

* use checkpoint offloading for arctic training

* patch torch checkpoint too

* support for single gpu zero3

* add linkback to where it was copied from
2025-07-09 12:48:22 -04:00
Wing Lian
7c5ea0010f bump dev version (#2889) [skip ci] 2025-07-09 09:43:42 -04:00
Wing Lian
c6d69d5c1b release v0.11.0 (#2875)
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* release v0.11.0

* don't build vllm into release for now

* remove 2.5.1 references

* smollm3 multipack support

* fix ordering of e2e tests
v0.11.0
2025-07-09 09:22:35 -04:00
Wing Lian
4ff96a2526 fix xformers version (#2888) 2025-07-09 08:43:40 -04:00
salman
89e99eaaa7 slowest durations (#2887) [skip ci] 2025-07-09 08:43:26 -04:00
Wing Lian
6ed501f6dc add 2.7.0 torch images back to support vlllm (#2885) 2025-07-08 16:28:14 -04:00
NanoCode012
8c6a6ea6eb Feat: add devstral model support (#2880) [skip ci]
* fix: do not add training and training_detail block by default

* fixed: magistral docs

* fix: address pad adding new fields and use built-in from_openai

* feat: try enable multiprocessing

* fix: check for keys before deleting attn_mask

* feat: add mistral pad test

* feat: add tool calling test

* feat: add devstral tokenizer tests

* fix: comma format

* chore: remove unused support_preprocessing as tokenizer is pickable now

* chore: update magistral doc

* feat: add devstral readme and example

* chore: refactor error handling
2025-07-08 11:01:19 -04:00
NanoCode012
78bff4925e fix: set add_generation_prompt to False when apply chat template (#2859) [skip ci] 2025-07-08 11:00:44 -04:00
NanoCode012
b237c8a3f3 chore: update cce commit to include gemma3n fixes (#2881) [skip ci] 2025-07-08 10:59:35 -04:00
float-trip
1032e22650 Fix link in FSDP + QLoRA docs. (#2879) [skip ci] 2025-07-08 09:19:09 -04:00
Wing Lian
d68cc1e8ab densemixer plugin integration (#2868)
* densemixer plugin integration

* update readme with usage docs

* automatically find new integrations that aren't explicitly defined

* make sure to import os
2025-07-07 17:05:19 -04:00
github-actions[bot]
21f1bf4805 chore: update pre-commit hooks (#2870) [skip ci]
* chore: update pre-commit hooks

* don't bandit huggingface hub downloads without revision

---------

Co-authored-by: djsaunde <1245942+djsaunde@users.noreply.github.com>
Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-07-07 15:26:15 -04:00
Wing Lian
de2c5ba103 mark flaky geglu tests and add torch seed (#2876) [skip ci]
* mark flaky geglu tests and add torch seed

* restore accidental removal of seed
2025-07-07 15:24:16 -04:00
Wing Lian
9c0d7ee761 TiledMLP support (#2865) 2025-07-07 15:23:49 -04:00
NanoCode012
22d4a838dc feat(doc): add vllm and fa2 incompat error to faq (#2877) 2025-07-07 14:13:37 -04:00
Wing Lian
a108e5db56 use latest version of cce fork for SP fix (#2871) [skip ci]
* use latest version of cce fork for SP fix

* latest sha to handle older transformers
2025-07-07 13:05:11 -04:00
Wing Lian
faff0cff41 manage jinja templates as nicely formatted files (#2795)
* manage jinja templates as nicely formatted files

* chore: lint

* use path for templates relative to the module

* fix template reformating

* handle newlines in llama3 template

* fix gemma3 jinja

* fix templates

* suport for passing jinja template file in yaml

* handle file loading of jinja template outside of validation

* fix typing and typo
2025-07-07 10:11:48 -04:00
Wing Lian
759cefb741 setup defaults for dataloader to ensure GPU is kept busy (#2632) [skip ci] 2025-07-07 10:10:58 -04:00
Wing Lian
69cd49a7aa update transformers to 4.53.1 (#2844) [skip ci]
* update transformers to 4.53.0

* remove attention_mask from signature columns if using packing

* remove attention_mask column from dataloader

* update signature of flash attn forward for ring attn patch

* fix FSDP

* patch ring-flash-attn with upstream signature fix

* fix patch indentation level

* fix the patch

* add batch flattening smoke test with loss check that works in older transformers

* fix patch

* don't drop attention mask for flex

* more fixes

* patch create_causal_mask for packing w flex

* global torch manual_seed fixture

* tweak loss checks

* fix patch and use single batch for flex

* don't need to reload

* fix causal mask patch

* use transformers patch releasE

* make sure env var is string

* make sure to drop attention mask for flex w packing for latest transformers patch release

* tweak loss

* guard on signature columns before removing attention mask

* bump loss

* set remove isn't chainable

* skip slow mistral test in 2.5.1
2025-07-07 09:35:22 -04:00
NanoCode012
5a961ecadf Fix: do not call preprocess in multimodal or pretraining case (#2861)
* fix: let users know to not call preprocess for vision mode

* fix: improve ux for pretraining dataset and skip prepare ds

* feat: add info to doc

* Update src/axolotl/cli/preprocess.py following comment

Co-authored-by: salman <salman.mohammadi@outlook.com>

---------

Co-authored-by: salman <salman.mohammadi@outlook.com>
2025-07-06 21:55:33 -04:00
Wing Lian
b37ddf9778 don't use tokenizer parallelism when using packing (#2862) [skip ci] 2025-07-06 21:55:09 -04:00
Wing Lian
bf38e507fb respect shuffle_merged_datasets for single dataset too (#2866) [skip ci]
* respect shuffle_merged_datasets for single dataset too

* update inline comment for behavior

Co-authored-by: NanoCode012 <nano@axolotl.ai>

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-07-06 21:20:41 -04:00
Wing Lian
a5946ff1f0 build fa2 from source for base image with torch2.6 and cu124 (#2867) 2025-07-05 09:21:18 -04:00
Wing Lian
70ca1b2291 fix nightlies to use correct cache (#2848) [skip ci]
* fix nightlies to use correct cache

* fix for handling None for bf16
2025-07-03 12:21:39 -04:00
NanoCode012
8ae5a2311b feat: update handling for mistraltokenizer decode and multiprocessing pickling fix (#2790)
* feat: update handling for mistraltokenizer decode

* fix: update mistral common package version

* fix: to use correct release

* fix triton path

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-07-02 08:07:18 -04:00
NanoCode012
6383630155 Fix: tokenize stall due to not shuffling dataset (#2845)
* fix: shuffle dataset even if only one to fix tokenize stall

* fix: warn if shuffling merged with curriculum sampling

* chore: refactor
2025-07-02 08:06:00 -04:00
Vincenzo di Cicco
f2b352f2e5 Add sample_packing_sequentially to trainer args (#2853) [skip ci] 2025-07-02 08:05:35 -04:00
NanoCode012
bf5928d0ee feat(doc): update docker tag examples (#2851) [skip ci]
* feat(doc): update docker tag examples

* chore: comment
2025-07-02 08:05:01 -04:00
Dhruv Mullick
d1224db8f4 Decouple generate_during_eval from wandb to support other visualizers (#2849) [skip ci]
* Add generate_during_eval for mlflow for dpo

* Decouple generate_during_eval from wandb
2025-07-02 08:04:40 -04:00
mhenrichsen
327b4e48e9 Add installation instructions for pip and Docker to README.md (#2854)
* Add installation instructions for pip and Docker to README.md

* Enhance README.md with Docker installation guidance for improved setup reliability.
2025-07-02 09:03:52 +02:00
Dan Saunders
35fdbce102 Ensure device mesh patching is applied (#2842)
* move patches; make patch stronger

* fix broken tests

* guard sequence_parallel_degree comparison against none

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-06-29 22:16:32 -04:00
Wing Lian
cb811f8bf1 upgrade to flash-attn 2.8.0.post2 (#2828)
* upgrade to flash-attn 2.8.0.post2

* use cu126 with torch 2.6

* seems vllm 0.8.5.post1 not compatible with cuda12.6.3 and torch 2.6

* cu126 + torch 2.6 as the default

* use cu126 for multigpu w torch 2.6 too

* drop vllm for now from ci for now
2025-06-29 22:11:16 -04:00
Wing Lian
7563e1bd30 set a different triton cache for each test to avoid blocking writes to cache (#2843)
* set a different triton cache for each test to avoid blocking writes to cache

* set log level

* disable debug logging for filelock
2025-06-29 22:05:21 -04:00
Wing Lian
81893c775c Accelerate 1.8.1 and BNB 0.46.0 update (#2815)
* update accelerate to v1.8.0

* update bnb also

* fix multigpu ci timeout

* fix test set size

* use latest accelerate 1.8.1

* disable default dtype
2025-06-28 15:29:19 -04:00
Wing Lian
a1a740608d add assertion for packing patch to _get_unpad_data (#2840) 2025-06-27 11:20:23 -04:00
kallewoof
ec15a7a691 Support --lora-on-cpu flag for DPO model merging (#2766) [skip ci]
* Support --lora-on-cpu flag for DPO model merging

* fix: use device=cpu in _convert_embedding_modules_dtype when lora_on_cpu is set
2025-06-27 11:19:24 -04:00
Wing Lian
0a7a216b60 allow for different sequence_len for evaluations (#2836) [skip ci]
* allow for different sequence_len for evaluations

* reversed 🤦

* add more information to filter msg
2025-06-27 11:02:51 -04:00
NanoCode012
d8280d45c1 feat: add chat_template kwargs (#2837) 2025-06-27 10:38:46 -04:00