Spaces:
Runtime error
Runtime error
Commit
·
edbe203
1
Parent(s):
e0f560f
Delete configuration_RW.py
Browse files- configuration_RW.py +0 -79
configuration_RW.py
DELETED
|
@@ -1,79 +0,0 @@
|
|
| 1 |
-
# coding=utf-8
|
| 2 |
-
# Copyright 2022 the Big Science Workshop and HuggingFace Inc. team. All rights reserved.
|
| 3 |
-
#
|
| 4 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
-
# you may not use this file except in compliance with the License.
|
| 6 |
-
# You may obtain a copy of the License at
|
| 7 |
-
#
|
| 8 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
-
#
|
| 10 |
-
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
-
# See the License for the specific language governing permissions and
|
| 14 |
-
# limitations under the License.
|
| 15 |
-
""" Bloom configuration"""
|
| 16 |
-
from transformers.configuration_utils import PretrainedConfig
|
| 17 |
-
from transformers.utils import logging
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
logger = logging.get_logger(__name__)
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
class RWConfig(PretrainedConfig):
|
| 24 |
-
model_type = "RefinedWebModel"
|
| 25 |
-
keys_to_ignore_at_inference = ["past_key_values"]
|
| 26 |
-
attribute_map = {
|
| 27 |
-
"num_hidden_layers": "n_layer",
|
| 28 |
-
"num_attention_heads": "n_head",
|
| 29 |
-
}
|
| 30 |
-
|
| 31 |
-
def __init__(
|
| 32 |
-
self,
|
| 33 |
-
vocab_size=250880,
|
| 34 |
-
hidden_size=64,
|
| 35 |
-
n_layer=2,
|
| 36 |
-
n_head=8,
|
| 37 |
-
layer_norm_epsilon=1e-5,
|
| 38 |
-
initializer_range=0.02,
|
| 39 |
-
use_cache=True,
|
| 40 |
-
bos_token_id=1,
|
| 41 |
-
eos_token_id=2,
|
| 42 |
-
apply_residual_connection_post_layernorm=False,
|
| 43 |
-
hidden_dropout=0.0,
|
| 44 |
-
attention_dropout=0.0,
|
| 45 |
-
multi_query=False,
|
| 46 |
-
alibi=False,
|
| 47 |
-
bias=False,
|
| 48 |
-
parallel_attn=False,
|
| 49 |
-
**kwargs,
|
| 50 |
-
):
|
| 51 |
-
self.vocab_size = vocab_size
|
| 52 |
-
# Backward compatibility with n_embed kwarg
|
| 53 |
-
n_embed = kwargs.pop("n_embed", None)
|
| 54 |
-
self.hidden_size = hidden_size if n_embed is None else n_embed
|
| 55 |
-
self.n_layer = n_layer
|
| 56 |
-
self.n_head = n_head
|
| 57 |
-
self.layer_norm_epsilon = layer_norm_epsilon
|
| 58 |
-
self.initializer_range = initializer_range
|
| 59 |
-
self.use_cache = use_cache
|
| 60 |
-
self.apply_residual_connection_post_layernorm = apply_residual_connection_post_layernorm
|
| 61 |
-
self.hidden_dropout = hidden_dropout
|
| 62 |
-
self.attention_dropout = attention_dropout
|
| 63 |
-
|
| 64 |
-
self.bos_token_id = bos_token_id
|
| 65 |
-
self.eos_token_id = eos_token_id
|
| 66 |
-
self.multi_query = multi_query
|
| 67 |
-
self.alibi = alibi
|
| 68 |
-
self.bias = bias
|
| 69 |
-
self.parallel_attn = parallel_attn
|
| 70 |
-
|
| 71 |
-
super().__init__(bos_token_id=bos_token_id, eos_token_id=eos_token_id, **kwargs)
|
| 72 |
-
|
| 73 |
-
@property
|
| 74 |
-
def head_dim(self):
|
| 75 |
-
return self.hidden_size // self.n_head
|
| 76 |
-
|
| 77 |
-
@property
|
| 78 |
-
def rotary(self):
|
| 79 |
-
return not self.alibi
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|