Commit Graph

7 Commits

Author SHA1 Message Date
Wing Lian
3742deb1de add deepspeed example with torch compile enabled (#2212) [skip ci] 2024-12-22 12:11:39 -05:00
Wing Lian
d3c45d27b5 fix zero3 (#1994) 2024-10-28 07:32:49 -04:00
Wing Lian
132eb740f0 DBRX Model Support (#1462)
* wip for dbrx finetuning

* add fastcore for parallel loading of sharded weights

* fix dtype for load, use PartialState instead of accelerator to init process group, remove redundant wandb callback

* update to use v2 of the converted model

* more fixes for dbrx loras

* make sure to enable fsdp activation checkpointing

* fix support for 8bit loras too for dbrx

* apply z3 leaf moe fix for DBRX with deepspeed

* don't raise value error since child module searches could fail and be ok

* revert a previous change to fix fsdp

* update mistral/mistral qlora+fsdp yamls

* fix qlora+fsdp quant storage type

* more edge cases for qlora-fsdp

* fixes for fsdp+qlora w optimizer in 8bit

* add bigstral z3 config and make sure to use full_state_dict for fsdp
2024-04-12 09:02:36 -04:00
NanoCode012
946b497c3f feat: add deepspeed 3 with cpuoffload (#1466)
* feat: add deepspeed 3 with cpuoffload

* make bf16 explicit, add param only offload variant

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Co-authored-by: Wing Lian <wing.lian@gmail.com>
2024-04-01 21:42:52 +09:00
Seungduk Kim
b0ee9ec734 Set gradient_clipping to auto in DeepSpeed configs (#1382) [skip ci] 2024-03-10 20:50:12 -04:00
Wing Lian
e923e62d24 more checks and fixes for deepspeed and fsdp (#1208) [skip ci] 2024-01-25 20:01:45 -05:00
Wing Lian
54d2ac155b Mixtral fixes 20240124 (#1192) [skip ci]
* mixtral nccl fixes

* make sure to patch for z3
2024-01-24 14:59:57 -05:00