Liger Kernel integration (#1861)

* add initial plugin support w Liger kernel patches

* integrate the input args classes

* fix liger plugin and dynamic configuration class

* drop untrainable samples and refactor config plugins integration

* fix incorrect inputs and circular imports

* fix bool comparison

* fix for dropping untraibable tokens

* fix licensing so liger integration is Apache 2.0

* add jamba support

* pylint ignore
This commit is contained in:
Wing Lian
2024-08-23 12:21:51 -04:00
committed by GitHub
parent e8ff5d5738
commit 1f686c576c
12 changed files with 1010 additions and 3 deletions

View File

@@ -0,0 +1,32 @@
# Copyright 2024 Axolotl AI. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Module for handling LIGER input arguments.
"""
from typing import Optional
from pydantic import BaseModel
class LigerArgs(BaseModel):
"""
Input args for LIGER.
"""
liger_rope: Optional[bool] = None
liger_rms_norm: Optional[bool] = None
liger_swiglu: Optional[bool] = None
liger_cross_entropy: Optional[bool] = None
liger_fused_linear_cross_entropy: Optional[bool] = None