Commit Graph

2359 Commits

Author SHA1 Message Date
Wing Lian
130ef7c51a Various fixes for VLMs (#3063)
* fix to not use batch feature indexing

* more vlm fixes

* use AutoModelForImageTextToText

* add example yaml and need num2words for chat template

* improve handling of adding image tokens to conversation

* add lfm2-vl support

* update the lfm readme

* fix markdown and add rtol for loss checks

* feat: add smolvlm2 processing strat

* fix: check for causal-conv1d in lfm models

* feat: add docs for lfm2

* feat: add new models and tips to docs

* feat: add smolvlm2 docs and remove extra dep

* chore: update docs

* feat: add video instructions

* chore: cleanup

* chore: comments

* fix: typo

* feat: add usage stats

* chore: refactor

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-08-15 10:52:57 -04:00
salman
d1de6f5f3d Add option to skip slow tests in PRs (#3060) [skip ci]
* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* testing e2e skip [skip-e2e]

* stop running multigpu [skip-e2e]

* should work now [skip-e2e]

* reverting [skip-e2e]

* testing [skip-e2e]

* debug [skip-e2e]

* debug [skip-e2e]

* round 2[skip-e2e]

* removing debug [skip-e2e]

* support skipping whole PR [skip-e2e]

* use script for e2e skip [skip-e2e]

* contributing [skip-e2e]

* contributing [skip-e2e]

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-08-13 22:57:51 -04:00
Wing Lian
48b7ae1677 use updated patch releasE (#3066) 2025-08-13 21:23:05 -04:00
NanoCode012
506e3a3907 fix: fsdp_config validation being None (#3061) [skip ci]
* fix: fsdp_config validation being None

* fix: handling

---------

Co-authored-by: salman <salman.mohammadi@outlook.com>
2025-08-13 21:21:50 -04:00
Wing Lian
09145de8fa upgrade transformers==4.55.1 and bitsandbytes==0.47.0 (#3064)
* upgrade transformers==4.55.1

* also upgrade bnb

* remove bnb params4bit patch (upstreamed)

* use latest causal-conv1d

* fix patching ring-flash-attn with now missing imports

---------

Co-authored-by: Dan Saunders <danjsaund@gmail.com>
2025-08-13 19:41:07 -04:00
Wing Lian
e0a2523a3b Workaround to unblock docs build in main (#3055)
Co-authored-by: Salman Mohammadi <salman.mohammadi@outlook.com>
2025-08-13 11:39:39 +01:00
Wing Lian
3d45620008 remove prepare-from-posids patch (#3052) [skip ci] 2025-08-11 09:34:41 -04:00
github-actions[bot]
ce20e838b5 chore: update pre-commit hooks (#3050) [skip ci]
Co-authored-by: djsaunde <1245942+djsaunde@users.noreply.github.com>
2025-08-11 09:32:21 -04:00
Wing Lian
d4d84d48af fix ray train and add fsdp2 smoke test for ray trainer (#3053)
* add fsdp2 smokle test for ray trainer

* fix raytrain with fsdp2
2025-08-11 09:31:54 -04:00
Wing Lian
9b12c05660 use exec instead of subprocess to make ctrl+c nicer for cli (#3044)
* use exec instead of subprocess to make ctrl+c nicer for cli

* change var name to use_exec

* simplify to bool

* flush std*

* patch subprocess as mock in test

* fix tests

* more test fixes
2025-08-10 20:22:20 -04:00
Wing Lian
686933194e fix vllm tagging and add cloud images w/o tmux (#3049) [skip ci] 2025-08-10 20:21:56 -04:00
Wing Lian
d12b461d19 follow up fix for plugin registration (#3054) [skip ci] 2025-08-10 20:21:38 -04:00
Wing Lian
d6b81b3683 update training args check for new defaults (#3051) [skip ci]
* update training args check for new defaults

* skip check for now
2025-08-10 11:26:22 -04:00
Wing Lian
05f1b4b2e8 run monkeypatch tests in seperate runner (#3047) 2025-08-09 14:34:07 -04:00
Wing Lian
7cfc80ec77 set dev version (#3045) [skip ci] 2025-08-08 13:56:53 -04:00
salman
0da6a95efa Add citation.tff (#3043) [skip ci] 2025-08-08 16:18:42 +01:00
Wing Lian
2c8497e489 tag for v0.12.0 release (#3041)
Some checks failed
ci-cd / build-axolotl (<nil>, 126, 12.6.3, 3.11, 2.6.0) (push) Has been cancelled
ci-cd / build-axolotl (<nil>, 126, 12.6.3, 3.11, 2.7.0) (push) Has been cancelled
ci-cd / build-axolotl (<nil>, 128, 12.8.1, 3.11, 2.7.1) (push) Has been cancelled
ci-cd / build-axolotl (vllm, 126, 12.6.3, true, 3.11, 2.7.1) (push) Has been cancelled
publish pypi / Create Release (push) Has been cancelled
ci-cd / build-axolotl-cloud (<nil>, 126, 12.6.3, 3.11, 2.6.0) (push) Has been cancelled
ci-cd / build-axolotl-cloud (<nil>, 126, 12.6.3, 3.11, 2.7.0) (push) Has been cancelled
ci-cd / build-axolotl-cloud (<nil>, 126, 12.6.3, true, 3.11, 2.7.1) (push) Has been cancelled
ci-cd / build-axolotl-cloud (<nil>, 128, 12.8.1, 3.11, 2.7.1) (push) Has been cancelled
ci-cd / build-axolotl-cloud-no-tmux (<nil>, 126, 12.6.3, 3.11, 2.6.0) (push) Has been cancelled
publish pypi / Upload release to PyPI (push) Has been cancelled
v0.12.0
2025-08-08 08:24:09 -04:00
NanoCode012
f70d4de8c7 feat(doc): add links to new features on README (#2980) [skip ci]
* feat(doc): add links to new features on README

* fix merge error

* remove blurb about older FSDP2 integration

* update blog link

* chore: update cce commit

* feat: update model support into readme

* Update README.md

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

* chore: lint num spaces

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>
Co-authored-by: salman <salman.mohammadi@outlook.com>
2025-08-08 08:16:43 -04:00
Dan Saunders
0ae06d756d use nanmean for loss aggregation (CP fix) (#3033)
* use nanmena for loss aggregation (CP fix)

* use regular asserts

* small changes to make tests isolate

* combining evaluation_loop patches

* fix

* delete unused

* fix check
2025-08-08 08:15:17 -04:00
NanoCode012
2974670bf8 Feat: add arcee (#3028)
* feat: add arcee

* feat: add latest models supported by cce

* feat: add arcee example config

* chore: lint

* fix: typo

* feat: change to instruct

* feat: add vram usage

* Update README.md
2025-08-08 08:09:11 -04:00
Wing Lian
50f2b94d50 add 120b and deepspeed zero3 examples (#3035) [skip ci]
* add 120b and deepspeed zero3 examples

* add a bit of flavor and cleanup gpt oss readme

* fix: remove expert vram usage

* fix: remove redundant EOS token from eot_tokens

* feat: add 120B to docs

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-08-08 08:04:56 -04:00
Wing Lian
eb2c87b525 Example for Slurm and various fixes (#3038) [skip ci]
* slurm example and make preprocess play nicely

* start slurm if it init file exists

* remove incorrect comment

* feat: add slurm docs

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-08-08 08:02:03 -04:00
NanoCode012
4db7f023c6 feat(doc): standardize the axolotl install to a release (#3040) [skip ci] 2025-08-08 08:00:26 -04:00
NanoCode012
4273d5cf7e feat: update nd parallelism readme (#3039)
Co-authored-by: salman <salman.mohammadi@outlook.com>
2025-08-08 12:45:36 +01:00
Wing Lian
c5e5aba547 Add 2.8.0 base images and uv images (#3034) 2025-08-08 02:30:16 -04:00
Wing Lian
9d5c95db6f Add support for Accelerate CP, ND examples, and fix for parallel config w fsdp (#3019)
* fix for parallelism config from trainer

* fix handling of parallelism_config w accelerate

* add todo for removal

* update to latest axolotl-contribs-mit for optimizer fix too

* synchronize training after checkpoint save

* dir spelling

* use latest accelerate main

* fix to not use partial state parallelism_config

* more fixeS

* use most recent accelerate fix

* fix cpu_ram_efficient_loading to meta devices from rank 0 to prevent CPU RAM oom

* improve handling of broadcasting fsdp2 state dict

* support for openai chat template with thinking key as the reasoning trace

* address PR feedback

* refactor to remove dependency on PartialState for parallelism config

* bump accelerate, gptoss fixes

* limit meta fixes to fsdp2 for now

* fixes for gpt oss

* fixup examples, don't use cpu-ram-efficient-loading for now

* remove problematic barrier

* patch parallelism config

* reorder comparison

* device mesh fixes

* make pure CP work

* lint
2025-08-07 21:22:15 -04:00
NanoCode012
ca796fb56e feat(doc): update gpt-oss readme (#3029) [skip ci]
* feat(doc): update gpt-oss readme

* fix: caps

* feat: add toolcalling section

* feat: add example tool dataset to docs

* chore: update
2025-08-07 09:26:42 -04:00
VED
597953bef0 clear cache before clean up (#3031) [skip ci]
* clear chahe before save_model

* chore: lint

---------

Co-authored-by: Wing Lian <wing@axolotl.ai>
2025-08-07 09:25:58 -04:00
NanoCode012
39fbd3b2b5 fix: lora kernels for mistral3 (#3027) [skip ci] 2025-08-07 09:25:37 -04:00
salman
46dfacf255 ND Parallel Doc Nits (#3032) 2025-08-07 10:34:26 +01:00
Wing Lian
4bce713b39 allow custom trainer_cls to be defined as a module reference in the YAML (#3024) [skip ci]
* allow custom trainer_cls to be defined as a module reference in the YAML

* address PR feedback and add test

* add tests
2025-08-06 22:49:19 -04:00
Dan Saunders
d09290f2f4 Lora kernels bias support (#3025)
* lora kernels bias support

* revert rename

* nit

* lint, tests

* satisfying the rabbit
2025-08-06 20:20:08 -04:00
Wing Lian
e442ff22aa fix keyerror on load_in_8bit/load_in_4bit access in _set_quantization_config (#3023)
* set load_in_8bit/load_in_4bit in _set_quantization_config to prevent keyerror

* use dict.get instead
2025-08-06 14:28:52 -04:00
Wing Lian
ba3dba3e4f add kernels for gpt oss models (#3020)
* add kernels for gpt oss models

* add support for gpt-oss

* typo incorrect package

* fix: layout for configs and added wandb/epochs

* add gptoss example w offload and set moe leaf for z3

* add support for Mxfp4Config from yaml

* update yaml to use official model

* fix lora and don't allow triton to go above 3.3.1

* fix lr and tweak vram use

* fix range for triton since pinned wasn't compatible with toch 2.6.0

* update cce with gpt oss patches

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-08-06 09:47:55 -04:00
Wing Lian
97e86c6d47 drop old patches and code that are no longer needed (#3007) [skip ci] 2025-08-06 08:02:39 -04:00
VED
784f8c0e95 fix:kd_distillation key_error logprobs (#2990)
* fix:kd_distillation key_error logprobs

* style

* fix: leave handling of pop logprobs to parent

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
2025-08-06 08:02:07 -04:00
NanoCode012
e3177c3210 feat: add complete optimizer docs (#3017) [skip ci]
* feat: add complete optimizer docs

* fix: deprecate old torchao adamw low bit
2025-08-06 08:01:51 -04:00
Wing Lian
70faea331f add support for connecting via prime-intellect (#3021) 2025-08-06 01:06:52 -04:00
Wing Lian
8021c718ce use skip_move_to_device for all cases (#3015)
* use skip_move_to_device for all cases

* use experimental option for skip move
2025-08-06 00:13:12 -04:00
Wing Lian
42f5e6f9e9 upgrade transformers==4.55.0 (#3018) 2025-08-05 16:29:12 -04:00
Wing Lian
ab49d16e34 Dion optimizer support (#3014)
* Add support for Dion optimizer

* dion training kwargs

* fix var names

* no dion 8bit for now

* use updated axolotl-contribs-mit for dion optimizer

* add smoke test for dion optimizer

* add docs

* fix typo during edits

* fix test to not remove load in 8bit
2025-08-04 16:33:30 -04:00
Carsten Kragelund Jørgensen
33d094721c fix: deepcopy lr in RexLR scheduler. (#3012)
* fix: deepcopy lr in RexLR scheduler.

This fixes a problem where when the lr is a scalar tensor, the base_lrs in the get_lr function end up being references to the current learning rate, rather than the correct initial learning rate.

See also related pytorch PR https://github.com/pytorch/pytorch/pull/127190/

* fix: add missing torch.Tensor import
2025-08-04 10:23:49 -04:00
NanoCode012
a54c1be972 Fix: shorten mem logs to 2 decimal places and renamed nd docs (#3011) [skip ci]
* fix: shorten memory logs

* fix: title name
2025-08-04 10:23:36 -04:00
github-actions[bot]
5691992d34 chore: update pre-commit hooks (#3009) [skip ci]
Co-authored-by: djsaunde <1245942+djsaunde@users.noreply.github.com>
2025-08-04 10:23:19 -04:00
Dan Saunders
e758343cac FSDP2 + LoRA kernels (#2992)
* impl fix

* smoke tests

* patches for fsdp2 + qlora compat

* nit

* working fix

* working fix

* fix merge

* minifying patches; update bnb dep

* renaming; adding tests

* remove duplicate test, add dora guard

* generalize __torch_function__

* revert generalization

* update comments
2025-08-03 20:05:17 -04:00
Wing Lian
deac7b18a1 upgrade peft v0.17.0 and support for lora target_parameters (#3006) 2025-08-02 20:24:04 -04:00
Wing Lian
10946afae7 fixes for spinning up vllm service for grpo (#3001) 2025-08-02 11:19:24 -04:00
Wing Lian
5639552064 prevent usage of low bit ao optimizers with configurations that use parameter groups (#3003)
* prevent usage of low bit ao optimizers with configurations that use parameter groups

* use optimizer enum value

* fix validation
2025-08-01 17:54:04 -04:00
Wing Lian
cda3c82351 move ib/rdma libs into base image (#3002)
* move ib/rdma libs into base image

* use  --no-install-recommends
2025-08-01 16:10:37 -04:00
Wing Lian
7c3b428f23 Add validation for TP with models with tied embeddings (#2999)
* add validation for tp + tied embeddings models

* fix logic and messaging

* add additional guard for null tp size
2025-08-01 13:58:16 -04:00