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17 Commits

Author SHA1 Message Date
Wing Lian
22810c97b7 use warmup_ratio as a better default than warmup steps since it's data dependent (#2897) [skip ci] 
* use warmup_ratio as a better default than warmup steps since it's data dependent

* replace remainder of warmup_steps
 2025-07-30 06:44:06 -04:00
Wing Lian
af8d257aa2 make pad_to_sequence_len default to the same value as sample_packing (#2941) [skip ci] 
* make pad_to_sequence_len default to the same value as sample_packing

* remove duplicate validation

* fix test

* update description meta

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

---------

Co-authored-by: NanoCode012 <nano@axolotl.ai>
 2025-07-21 11:40:56 -04:00
Dan Saunders
10ba1622f7 checkpoint model on first step callback (#2906) 
* checkpoint model on first step callback

* remove debug

* add test cases; update existing tests not to save on first step

* move test out of solo

* delete

* default to False

* typo
 2025-07-15 15:00:48 -04:00
Wing Lian
dd8bad06d0 remove strict=false from example yamls [skip ci] (#2523) [skip ci] 2025-04-12 07:25:11 -07:00
Wing Lian
9f824ef76a simplify the example configs to be more minimal and less daunting (#2486) [skip ci] 
* simplify the example configs to be more minimal and less daunting

* drop empty s2_attention from example yamls
 2025-04-04 13:47:26 -04:00
salman
ac471a697a updating to fused (#2293) 2025-01-30 11:45:56 -05:00
Sunny Liu
1c14c4a15c Add hub model id config options to all example yml files (#2196) [skip ci] 
* added hub model_id in example yml

* add hub model id to example yml
 2024-12-17 11:24:30 -05:00
Wing Lian
4fde300e5f update outputs path so that we can mount workspace to /workspace/data (#1623) 
* update outputs path so that we can mount workspace to /workspace/data

* fix ln order
 2024-05-15 12:44:13 -04:00
Wing Lian
814aee6603 Phi2 multipack (#1173) 
* phi2 multipack

* update validation and examples for phi

* more updates to phi examples

* make sure to use the correct collator for phi multipack

* phi needs attention mask now for multipack

* if the special token already exists in the tokenizer, don't require in lora modules to save

* fix qlora yml for phi, fix phi test validation

* test qlora too

* make sure flash attention is enabled for the test

* don't use remote code for phi anymore

* reduce sequence len for sample packing phi
 2024-01-23 12:54:36 -05:00
Wing Lian
782b6a4216 set fp16 to false if bf16, update bf16: auto in example YAMLs (#1122) [skip ci] 
* set fp16 to false if bf16, update bf16: auto in example YAMLs

* unset fp16 so that it fallsback properly if bf16 isn't available

* Update README.md [skip-ci]

Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>

* test that bf16 disables fp16

---------

Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
 2024-01-22 18:44:01 -05:00
Wing Lian
5f79b8242f new evals_per_epoch and saves_per_epoch to make things cleaner (#944) 
* new evals_per_epoch and saves_per_epoch to make things cleaner

* update per PR feedback
 2023-12-12 15:35:23 -05:00
NanoCode012
a1da39cd48 Feat(wandb): Refactor to be more flexible (#767) 
* Feat: Update to handle wandb env better

* chore: rename wandb_run_id to wandb_name

* feat: add new recommendation and update config

* fix: indent and pop disabled env if project passed

* feat: test env set for wandb and recommendation

* feat: update to use wandb_name and allow id

* chore: add info to readme
 2023-12-04 22:17:25 +09:00
Wing Lian
9bf854e59c Phi update 202311 (#876) 
* add phi modeling from hf

* update for packing and use new modeling class for phi

* update e2e tests for phi to use new model name

* update example phi to also use new phi model name

* use AutoModelForCausalLM for phi lora since sample packing isn't supported
 2023-11-17 12:47:17 -05:00
Wing Lian
2d8def68dc simplify by removing duplicate base_model_config (#772) 2023-10-23 01:42:38 -04:00
Wing Lian
e50a64e85e prepared dataset caching, other misc fixes (#665) 
* prepared dataset caching, other misc fixes

* also don't load from disk cache unless explicit
 2023-10-02 21:07:24 -04:00
Wing Lian
12a2dbbc2c Support Sample packing for phi arch (#586) 
* phi sequence packing

* sample packing fixes

* fix linting

* fix inference and phi e2e tests

* update phi example now that sample packing works

* wandb import keeps getting moved around
 2023-09-15 15:46:54 -04:00
Wing Lian
228420972e Phi examples (#569) 
* add phi full ft example

* Add readme to point out that deepspeed should be used

* zero1 is better than zero2 for phi
 2023-09-14 11:17:47 -04:00