for cnn_dm
Browse files- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/config.json +218 -0
- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +30 -0
- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/tokenizer.model +3 -0
- anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +43 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/added_tokens.json +40 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/config.json +193 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/configuration_phi.py +193 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/merges.txt +0 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +23 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +323 -0
- anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/vocab.json +0 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/added_tokens.json +40 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/config.json +193 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/configuration_phi.py +193 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/merges.txt +0 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +23 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +323 -0
- anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/vocab.json +0 -0
- anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/config.json +273 -0
- anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +30 -0
- anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +213 -0
- anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/config.json +273 -0
- anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +30 -0
- anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +213 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/config.json +273 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +30 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/tokenizer.model +3 -0
- anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +43 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/config.json +273 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin +3 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json +30 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/tokenizer.json +0 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/tokenizer.model +3 -0
- anyprec-vicuna-7b-v1.5-dns-2.53-3.3125-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json +43 -0
anyprec-MobileLLaMA-1.4B-Chat-dns-3.35-2.19-w4_orig2-gc1-c4_s100_blk512/config.json
ADDED
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{
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"_name_or_path": "checkpoints/mtgv/MobileLLaMA-1.4B-Chat",
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"anyprec": {
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"model.layers.3.mlp.fc1": 269841,
|
123 |
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|
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|
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|
126 |
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|
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|
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"model.layers.4.mlp.fc1": 305604,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"model.layers.8.mlp.fc2": 318568,
|
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"model.layers.8.self_attn.dense": 76294,
|
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+
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|
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|
157 |
+
"model.layers.8.self_attn.v_proj": 91497,
|
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+
"model.layers.9.mlp.fc1": 298086,
|
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+
"model.layers.9.mlp.fc2": 319091,
|
160 |
+
"model.layers.9.self_attn.dense": 68561,
|
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+
"model.layers.9.self_attn.k_proj": 109187,
|
162 |
+
"model.layers.9.self_attn.q_proj": 103326,
|
163 |
+
"model.layers.9.self_attn.v_proj": 83167
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"architectures": [
|
167 |
+
"PhiForCausalLM"
|
168 |
+
],
|
169 |
+
"attention_dropout": 0.0,
|
170 |
+
"bos_token_id": null,
|
171 |
+
"embd_pdrop": 0.0,
|
172 |
+
"eos_token_id": null,
|
173 |
+
"hidden_act": "gelu_new",
|
174 |
+
"hidden_size": 2048,
|
175 |
+
"initializer_range": 0.02,
|
176 |
+
"intermediate_size": 8192,
|
177 |
+
"layer_norm_eps": 1e-05,
|
178 |
+
"max_position_embeddings": 2048,
|
179 |
+
"model_type": "phi",
|
180 |
+
"num_attention_heads": 32,
|
181 |
+
"num_hidden_layers": 24,
|
182 |
+
"num_key_value_heads": 32,
|
183 |
+
"partial_rotary_factor": 0.5,
|
184 |
+
"qk_layernorm": false,
|
185 |
+
"resid_pdrop": 0.0,
|
186 |
+
"rope_scaling": null,
|
187 |
+
"rope_theta": 10000.0,
|
188 |
+
"tie_word_embeddings": false,
|
189 |
+
"torch_dtype": "float16",
|
190 |
+
"transformers_version": "4.39.3",
|
191 |
+
"use_cache": true,
|
192 |
+
"vocab_size": 51200
|
193 |
+
}
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/configuration_phi.py
ADDED
@@ -0,0 +1,193 @@
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|
1 |
+
# coding=utf-8
|
2 |
+
# Copyright 2023 Microsoft and the 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 |
+
|
16 |
+
""" Phi model configuration"""
|
17 |
+
|
18 |
+
|
19 |
+
from transformers.configuration_utils import PretrainedConfig
|
20 |
+
from transformers.utils import logging
|
21 |
+
|
22 |
+
|
23 |
+
logger = logging.get_logger(__name__)
|
24 |
+
|
25 |
+
PHI_PRETRAINED_CONFIG_ARCHIVE_MAP = {
|
26 |
+
"microsoft/phi-1_5": "https://huggingface.co/microsoft/phi-1_5/resolve/main/config.json",
|
27 |
+
}
|
28 |
+
|
29 |
+
|
30 |
+
class PhiConfig(PretrainedConfig):
|
31 |
+
r"""
|
32 |
+
This is the configuration class to store the configuration of a [`PhiModel`]. It is used to instantiate an Phi
|
33 |
+
model according to the specified arguments, defining the model architecture. Instantiating a configuration with the
|
34 |
+
defaults will yield a similar configuration to that of the Phi
|
35 |
+
[microsoft/phi-1](https://huggingface.co/microsoft/phi-1).
|
36 |
+
|
37 |
+
Configuration objects inherit from [`PretrainedConfig`] and can be used to control the model outputs. Read the
|
38 |
+
documentation from [`PretrainedConfig`] for more information.
|
39 |
+
|
40 |
+
Args:
|
41 |
+
vocab_size (`int`, *optional*, defaults to 51200):
|
42 |
+
Vocabulary size of the Phi model. Defines the number of different tokens that can be represented by the
|
43 |
+
`inputs_ids` passed when calling [`PhiModel`].
|
44 |
+
hidden_size (`int`, *optional*, defaults to 2048):
|
45 |
+
Dimension of the hidden representations.
|
46 |
+
intermediate_size (`int`, *optional*, defaults to 8192):
|
47 |
+
Dimension of the MLP representations.
|
48 |
+
num_hidden_layers (`int`, *optional*, defaults to 24):
|
49 |
+
Number of hidden layers in the Transformer decoder.
|
50 |
+
num_attention_heads (`int`, *optional*, defaults to 32):
|
51 |
+
Number of attention heads for each attention layer in the Transformer decoder.
|
52 |
+
num_key_value_heads (`int`, *optional*):
|
53 |
+
This is the number of key_value heads that should be used to implement Grouped Query Attention. If
|
54 |
+
`num_key_value_heads=num_attention_heads`, the model will use Multi Head Attention (MHA), if
|
55 |
+
`num_key_value_heads=1 the model will use Multi Query Attention (MQA) otherwise GQA is used. When
|
56 |
+
converting a multi-head checkpoint to a GQA checkpoint, each group key and value head should be constructed
|
57 |
+
by meanpooling all the original heads within that group. For more details checkout [this
|
58 |
+
paper](https://arxiv.org/pdf/2305.13245.pdf). If it is not specified, will default to
|
59 |
+
`num_attention_heads`.
|
60 |
+
resid_pdrop (`float`, *optional*, defaults to 0.0):
|
61 |
+
Dropout probability for mlp outputs.
|
62 |
+
embd_pdrop (`int`, *optional*, defaults to 0.0):
|
63 |
+
The dropout ratio for the embeddings.
|
64 |
+
attention_dropout (`float`, *optional*, defaults to 0.0):
|
65 |
+
The dropout ratio after computing the attention scores.
|
66 |
+
hidden_act (`str` or `function`, *optional*, defaults to `"gelu_new"`):
|
67 |
+
The non-linear activation function (function or string) in the decoder.
|
68 |
+
max_position_embeddings (`int`, *optional*, defaults to 2048):
|
69 |
+
The maximum sequence length that this model might ever be used with. Phi-1 and Phi-1.5 supports up to 2048
|
70 |
+
tokens.
|
71 |
+
initializer_range (`float`, *optional*, defaults to 0.02):
|
72 |
+
The standard deviation of the truncated_normal_initializer for initializing all weight matrices.
|
73 |
+
layer_norm_eps (`float`, *optional*, defaults to 1e-05):
|
74 |
+
The epsilon used by the rms normalization layers.
|
75 |
+
use_cache (`bool`, *optional*, defaults to `True`):
|
76 |
+
Whether or not the model should return the last key/values attentions (not used by all models). Only
|
77 |
+
relevant if `config.is_decoder=True`. Whether to tie weight embeddings or not.
|
78 |
+
tie_word_embeddings (`bool`, *optional*, defaults to `False`):
|
79 |
+
Whether to tie weight embeddings
|
80 |
+
rope_theta (`float`, *optional*, defaults to 10000.0):
|
81 |
+
The base period of the RoPE embeddings.
|
82 |
+
rope_scaling (`Dict`, *optional*):
|
83 |
+
Dictionary containing the scaling configuration for the RoPE embeddings. Currently supports two scaling
|
84 |
+
strategies: linear and dynamic. Their scaling factor must be an float greater than 1. The expected format
|
85 |
+
is `{"type": strategy name, "factor": scaling factor}`. When using this flag, don't update
|
86 |
+
`max_position_embeddings` to the expected new maximum. See the following thread for more information on how
|
87 |
+
these scaling strategies behave:
|
88 |
+
https://www.reddit.com/r/LocalPersimmon/comments/14mrgpr/dynamically_scaled_rope_further_increases/. This
|
89 |
+
is an experimental feature, subject to breaking API changes in future versions.
|
90 |
+
partial_rotary_factor (`float`, *optional*, defaults to 0.5):
|
91 |
+
Percentage of the query and keys which will have rotary embedding.
|
92 |
+
qk_layernorm (`bool`, *optional*, defaults to `False`):
|
93 |
+
Whether or not to normalize the Queries and Keys after projecting the hidden states.
|
94 |
+
bos_token_id (`int`, *optional*, defaults to 1):
|
95 |
+
Denotes beginning of sequences token id.
|
96 |
+
eos_token_id (`int`, *optional*, defaults to 2):
|
97 |
+
Denotes end of sequences token id.
|
98 |
+
|
99 |
+
Example:
|
100 |
+
|
101 |
+
```python
|
102 |
+
>>> from transformers import PhiModel, PhiConfig
|
103 |
+
|
104 |
+
>>> # Initializing a Phi-1 style configuration
|
105 |
+
>>> configuration = PhiConfig.from_pretrained("microsoft/phi-1")
|
106 |
+
|
107 |
+
>>> # Initializing a model from the configuration
|
108 |
+
>>> model = PhiModel(configuration)
|
109 |
+
|
110 |
+
>>> # Accessing the model configuration
|
111 |
+
>>> configuration = model.config
|
112 |
+
```"""
|
113 |
+
|
114 |
+
model_type = "phi"
|
115 |
+
keys_to_ignore_at_inference = ["past_key_values"]
|
116 |
+
|
117 |
+
def __init__(
|
118 |
+
self,
|
119 |
+
vocab_size=51200,
|
120 |
+
hidden_size=2048,
|
121 |
+
intermediate_size=8192,
|
122 |
+
num_hidden_layers=24,
|
123 |
+
num_attention_heads=32,
|
124 |
+
num_key_value_heads=None,
|
125 |
+
resid_pdrop=0.0,
|
126 |
+
embd_pdrop=0.0,
|
127 |
+
attention_dropout=0.0,
|
128 |
+
hidden_act="gelu_new",
|
129 |
+
max_position_embeddings=2048,
|
130 |
+
initializer_range=0.02,
|
131 |
+
layer_norm_eps=1e-5,
|
132 |
+
use_cache=True,
|
133 |
+
tie_word_embeddings=False,
|
134 |
+
rope_theta=10000.0,
|
135 |
+
rope_scaling=None,
|
136 |
+
partial_rotary_factor=0.5,
|
137 |
+
qk_layernorm=False,
|
138 |
+
bos_token_id=1,
|
139 |
+
eos_token_id=2,
|
140 |
+
**kwargs,
|
141 |
+
):
|
142 |
+
self.vocab_size = vocab_size
|
143 |
+
self.hidden_size = hidden_size
|
144 |
+
self.intermediate_size = intermediate_size
|
145 |
+
self.num_hidden_layers = num_hidden_layers
|
146 |
+
self.num_attention_heads = num_attention_heads
|
147 |
+
|
148 |
+
if num_key_value_heads is None:
|
149 |
+
num_key_value_heads = num_attention_heads
|
150 |
+
|
151 |
+
self.num_key_value_heads = num_key_value_heads
|
152 |
+
self.resid_pdrop = resid_pdrop
|
153 |
+
self.embd_pdrop = embd_pdrop
|
154 |
+
self.attention_dropout = attention_dropout
|
155 |
+
self.hidden_act = hidden_act
|
156 |
+
self.max_position_embeddings = max_position_embeddings
|
157 |
+
self.initializer_range = initializer_range
|
158 |
+
self.layer_norm_eps = layer_norm_eps
|
159 |
+
self.use_cache = use_cache
|
160 |
+
self.rope_theta = rope_theta
|
161 |
+
self.rope_scaling = rope_scaling
|
162 |
+
self.partial_rotary_factor = partial_rotary_factor
|
163 |
+
self.qk_layernorm = qk_layernorm
|
164 |
+
self._rope_scaling_validation()
|
165 |
+
|
166 |
+
super().__init__(
|
167 |
+
bos_token_id=bos_token_id,
|
168 |
+
eos_token_id=eos_token_id,
|
169 |
+
tie_word_embeddings=tie_word_embeddings,
|
170 |
+
**kwargs,
|
171 |
+
)
|
172 |
+
|
173 |
+
# Copied from transformers.models.llama.configuration_llama.LlamaConfig._rope_scaling_validation
|
174 |
+
def _rope_scaling_validation(self):
|
175 |
+
"""
|
176 |
+
Validate the `rope_scaling` configuration.
|
177 |
+
"""
|
178 |
+
if self.rope_scaling is None:
|
179 |
+
return
|
180 |
+
|
181 |
+
if not isinstance(self.rope_scaling, dict) or len(self.rope_scaling) != 2:
|
182 |
+
raise ValueError(
|
183 |
+
"`rope_scaling` must be a dictionary with with two fields, `type` and `factor`, "
|
184 |
+
f"got {self.rope_scaling}"
|
185 |
+
)
|
186 |
+
rope_scaling_type = self.rope_scaling.get("type", None)
|
187 |
+
rope_scaling_factor = self.rope_scaling.get("factor", None)
|
188 |
+
if rope_scaling_type is None or rope_scaling_type not in ["linear", "dynamic"]:
|
189 |
+
raise ValueError(
|
190 |
+
f"`rope_scaling`'s type field must be one of ['linear', 'dynamic'], got {rope_scaling_type}"
|
191 |
+
)
|
192 |
+
if rope_scaling_factor is None or not isinstance(rope_scaling_factor, float) or rope_scaling_factor <= 1.0:
|
193 |
+
raise ValueError(f"`rope_scaling`'s factor field must be a float > 1, got {rope_scaling_factor}")
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0e4c72134d75107414768e906b2e17fabe145b800abee9fb74d0b33741240ad3
|
3 |
+
size 1198618987
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<|endoftext|>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "<|endoftext|>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"unk_token": {
|
17 |
+
"content": "<|endoftext|>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
}
|
23 |
+
}
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-phi-1_5-dns-3.32-2.0-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json
ADDED
@@ -0,0 +1,323 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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{
|
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"add_prefix_space": false,
|
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|
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|
5 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"special": false
|
27 |
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},
|
28 |
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"50259": {
|
29 |
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"content": " ",
|
30 |
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|
31 |
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|
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|
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|
34 |
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|
35 |
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},
|
36 |
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|
37 |
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"content": " ",
|
38 |
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|
39 |
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|
40 |
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|
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|
42 |
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|
43 |
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},
|
44 |
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|
45 |
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"content": " ",
|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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},
|
52 |
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|
53 |
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|
54 |
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|
55 |
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|
56 |
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|
57 |
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|
58 |
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|
59 |
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},
|
60 |
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|
61 |
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|
62 |
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|
63 |
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|
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|
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|
66 |
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|
67 |
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},
|
68 |
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|
69 |
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|
70 |
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|
71 |
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|
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|
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|
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|
75 |
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},
|
76 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
85 |
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|
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|
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|
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|
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|
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|
91 |
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|
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|
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|
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|
95 |
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|
96 |
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|
97 |
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|
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|
99 |
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},
|
100 |
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|
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|
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|
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|
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|
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|
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|
107 |
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},
|
108 |
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|
109 |
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|
110 |
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|
111 |
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|
112 |
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|
113 |
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|
114 |
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|
115 |
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},
|
116 |
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|
117 |
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|
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|
119 |
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|
120 |
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|
121 |
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|
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|
123 |
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},
|
124 |
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"50271": {
|
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|
126 |
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|
127 |
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|
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|
129 |
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|
130 |
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|
131 |
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|
132 |
+
"50272": {
|
133 |
+
"content": " ",
|
134 |
+
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|
135 |
+
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|
136 |
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|
137 |
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|
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|
139 |
+
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|
140 |
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"50273": {
|
141 |
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|
142 |
+
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|
143 |
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|
144 |
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|
145 |
+
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|
146 |
+
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|
147 |
+
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|
148 |
+
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|
149 |
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|
150 |
+
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|
151 |
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|
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|
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|
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|
155 |
+
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|
156 |
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|
157 |
+
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|
158 |
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|
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|
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|
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|
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|
163 |
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|
164 |
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|
165 |
+
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|
166 |
+
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|
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|
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|
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|
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|
171 |
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|
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|
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|
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|
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|
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|
177 |
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|
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|
179 |
+
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|
180 |
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|
181 |
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|
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|
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|
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|
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|
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|
187 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"model.layers.8.mlp.fc1": 722869,
|
153 |
+
"model.layers.8.mlp.fc2": 747381,
|
154 |
+
"model.layers.8.self_attn.dense": 184555,
|
155 |
+
"model.layers.8.self_attn.k_proj": 230928,
|
156 |
+
"model.layers.8.self_attn.q_proj": 224025,
|
157 |
+
"model.layers.8.self_attn.v_proj": 206979,
|
158 |
+
"model.layers.9.mlp.fc1": 719199,
|
159 |
+
"model.layers.9.mlp.fc2": 748623,
|
160 |
+
"model.layers.9.self_attn.dense": 174700,
|
161 |
+
"model.layers.9.self_attn.k_proj": 228878,
|
162 |
+
"model.layers.9.self_attn.q_proj": 222182,
|
163 |
+
"model.layers.9.self_attn.v_proj": 199200
|
164 |
+
}
|
165 |
+
},
|
166 |
+
"architectures": [
|
167 |
+
"PhiForCausalLM"
|
168 |
+
],
|
169 |
+
"attention_dropout": 0.0,
|
170 |
+
"bos_token_id": null,
|
171 |
+
"embd_pdrop": 0.0,
|
172 |
+
"eos_token_id": null,
|
173 |
+
"hidden_act": "gelu_new",
|
174 |
+
"hidden_size": 2048,
|
175 |
+
"initializer_range": 0.02,
|
176 |
+
"intermediate_size": 8192,
|
177 |
+
"layer_norm_eps": 1e-05,
|
178 |
+
"max_position_embeddings": 2048,
|
179 |
+
"model_type": "phi",
|
180 |
+
"num_attention_heads": 32,
|
181 |
+
"num_hidden_layers": 24,
|
182 |
+
"num_key_value_heads": 32,
|
183 |
+
"partial_rotary_factor": 0.5,
|
184 |
+
"qk_layernorm": false,
|
185 |
+
"resid_pdrop": 0.0,
|
186 |
+
"rope_scaling": null,
|
187 |
+
"rope_theta": 10000.0,
|
188 |
+
"tie_word_embeddings": false,
|
189 |
+
"torch_dtype": "float16",
|
190 |
+
"transformers_version": "4.39.3",
|
191 |
+
"use_cache": true,
|
192 |
+
"vocab_size": 51200
|
193 |
+
}
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/configuration_phi.py
ADDED
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
1 |
+
# coding=utf-8
|
2 |
+
# Copyright 2023 Microsoft and the 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 |
+
|
16 |
+
""" Phi model configuration"""
|
17 |
+
|
18 |
+
|
19 |
+
from transformers.configuration_utils import PretrainedConfig
|
20 |
+
from transformers.utils import logging
|
21 |
+
|
22 |
+
|
23 |
+
logger = logging.get_logger(__name__)
|
24 |
+
|
25 |
+
PHI_PRETRAINED_CONFIG_ARCHIVE_MAP = {
|
26 |
+
"microsoft/phi-1_5": "https://huggingface.co/microsoft/phi-1_5/resolve/main/config.json",
|
27 |
+
}
|
28 |
+
|
29 |
+
|
30 |
+
class PhiConfig(PretrainedConfig):
|
31 |
+
r"""
|
32 |
+
This is the configuration class to store the configuration of a [`PhiModel`]. It is used to instantiate an Phi
|
33 |
+
model according to the specified arguments, defining the model architecture. Instantiating a configuration with the
|
34 |
+
defaults will yield a similar configuration to that of the Phi
|
35 |
+
[microsoft/phi-1](https://huggingface.co/microsoft/phi-1).
|
36 |
+
|
37 |
+
Configuration objects inherit from [`PretrainedConfig`] and can be used to control the model outputs. Read the
|
38 |
+
documentation from [`PretrainedConfig`] for more information.
|
39 |
+
|
40 |
+
Args:
|
41 |
+
vocab_size (`int`, *optional*, defaults to 51200):
|
42 |
+
Vocabulary size of the Phi model. Defines the number of different tokens that can be represented by the
|
43 |
+
`inputs_ids` passed when calling [`PhiModel`].
|
44 |
+
hidden_size (`int`, *optional*, defaults to 2048):
|
45 |
+
Dimension of the hidden representations.
|
46 |
+
intermediate_size (`int`, *optional*, defaults to 8192):
|
47 |
+
Dimension of the MLP representations.
|
48 |
+
num_hidden_layers (`int`, *optional*, defaults to 24):
|
49 |
+
Number of hidden layers in the Transformer decoder.
|
50 |
+
num_attention_heads (`int`, *optional*, defaults to 32):
|
51 |
+
Number of attention heads for each attention layer in the Transformer decoder.
|
52 |
+
num_key_value_heads (`int`, *optional*):
|
53 |
+
This is the number of key_value heads that should be used to implement Grouped Query Attention. If
|
54 |
+
`num_key_value_heads=num_attention_heads`, the model will use Multi Head Attention (MHA), if
|
55 |
+
`num_key_value_heads=1 the model will use Multi Query Attention (MQA) otherwise GQA is used. When
|
56 |
+
converting a multi-head checkpoint to a GQA checkpoint, each group key and value head should be constructed
|
57 |
+
by meanpooling all the original heads within that group. For more details checkout [this
|
58 |
+
paper](https://arxiv.org/pdf/2305.13245.pdf). If it is not specified, will default to
|
59 |
+
`num_attention_heads`.
|
60 |
+
resid_pdrop (`float`, *optional*, defaults to 0.0):
|
61 |
+
Dropout probability for mlp outputs.
|
62 |
+
embd_pdrop (`int`, *optional*, defaults to 0.0):
|
63 |
+
The dropout ratio for the embeddings.
|
64 |
+
attention_dropout (`float`, *optional*, defaults to 0.0):
|
65 |
+
The dropout ratio after computing the attention scores.
|
66 |
+
hidden_act (`str` or `function`, *optional*, defaults to `"gelu_new"`):
|
67 |
+
The non-linear activation function (function or string) in the decoder.
|
68 |
+
max_position_embeddings (`int`, *optional*, defaults to 2048):
|
69 |
+
The maximum sequence length that this model might ever be used with. Phi-1 and Phi-1.5 supports up to 2048
|
70 |
+
tokens.
|
71 |
+
initializer_range (`float`, *optional*, defaults to 0.02):
|
72 |
+
The standard deviation of the truncated_normal_initializer for initializing all weight matrices.
|
73 |
+
layer_norm_eps (`float`, *optional*, defaults to 1e-05):
|
74 |
+
The epsilon used by the rms normalization layers.
|
75 |
+
use_cache (`bool`, *optional*, defaults to `True`):
|
76 |
+
Whether or not the model should return the last key/values attentions (not used by all models). Only
|
77 |
+
relevant if `config.is_decoder=True`. Whether to tie weight embeddings or not.
|
78 |
+
tie_word_embeddings (`bool`, *optional*, defaults to `False`):
|
79 |
+
Whether to tie weight embeddings
|
80 |
+
rope_theta (`float`, *optional*, defaults to 10000.0):
|
81 |
+
The base period of the RoPE embeddings.
|
82 |
+
rope_scaling (`Dict`, *optional*):
|
83 |
+
Dictionary containing the scaling configuration for the RoPE embeddings. Currently supports two scaling
|
84 |
+
strategies: linear and dynamic. Their scaling factor must be an float greater than 1. The expected format
|
85 |
+
is `{"type": strategy name, "factor": scaling factor}`. When using this flag, don't update
|
86 |
+
`max_position_embeddings` to the expected new maximum. See the following thread for more information on how
|
87 |
+
these scaling strategies behave:
|
88 |
+
https://www.reddit.com/r/LocalPersimmon/comments/14mrgpr/dynamically_scaled_rope_further_increases/. This
|
89 |
+
is an experimental feature, subject to breaking API changes in future versions.
|
90 |
+
partial_rotary_factor (`float`, *optional*, defaults to 0.5):
|
91 |
+
Percentage of the query and keys which will have rotary embedding.
|
92 |
+
qk_layernorm (`bool`, *optional*, defaults to `False`):
|
93 |
+
Whether or not to normalize the Queries and Keys after projecting the hidden states.
|
94 |
+
bos_token_id (`int`, *optional*, defaults to 1):
|
95 |
+
Denotes beginning of sequences token id.
|
96 |
+
eos_token_id (`int`, *optional*, defaults to 2):
|
97 |
+
Denotes end of sequences token id.
|
98 |
+
|
99 |
+
Example:
|
100 |
+
|
101 |
+
```python
|
102 |
+
>>> from transformers import PhiModel, PhiConfig
|
103 |
+
|
104 |
+
>>> # Initializing a Phi-1 style configuration
|
105 |
+
>>> configuration = PhiConfig.from_pretrained("microsoft/phi-1")
|
106 |
+
|
107 |
+
>>> # Initializing a model from the configuration
|
108 |
+
>>> model = PhiModel(configuration)
|
109 |
+
|
110 |
+
>>> # Accessing the model configuration
|
111 |
+
>>> configuration = model.config
|
112 |
+
```"""
|
113 |
+
|
114 |
+
model_type = "phi"
|
115 |
+
keys_to_ignore_at_inference = ["past_key_values"]
|
116 |
+
|
117 |
+
def __init__(
|
118 |
+
self,
|
119 |
+
vocab_size=51200,
|
120 |
+
hidden_size=2048,
|
121 |
+
intermediate_size=8192,
|
122 |
+
num_hidden_layers=24,
|
123 |
+
num_attention_heads=32,
|
124 |
+
num_key_value_heads=None,
|
125 |
+
resid_pdrop=0.0,
|
126 |
+
embd_pdrop=0.0,
|
127 |
+
attention_dropout=0.0,
|
128 |
+
hidden_act="gelu_new",
|
129 |
+
max_position_embeddings=2048,
|
130 |
+
initializer_range=0.02,
|
131 |
+
layer_norm_eps=1e-5,
|
132 |
+
use_cache=True,
|
133 |
+
tie_word_embeddings=False,
|
134 |
+
rope_theta=10000.0,
|
135 |
+
rope_scaling=None,
|
136 |
+
partial_rotary_factor=0.5,
|
137 |
+
qk_layernorm=False,
|
138 |
+
bos_token_id=1,
|
139 |
+
eos_token_id=2,
|
140 |
+
**kwargs,
|
141 |
+
):
|
142 |
+
self.vocab_size = vocab_size
|
143 |
+
self.hidden_size = hidden_size
|
144 |
+
self.intermediate_size = intermediate_size
|
145 |
+
self.num_hidden_layers = num_hidden_layers
|
146 |
+
self.num_attention_heads = num_attention_heads
|
147 |
+
|
148 |
+
if num_key_value_heads is None:
|
149 |
+
num_key_value_heads = num_attention_heads
|
150 |
+
|
151 |
+
self.num_key_value_heads = num_key_value_heads
|
152 |
+
self.resid_pdrop = resid_pdrop
|
153 |
+
self.embd_pdrop = embd_pdrop
|
154 |
+
self.attention_dropout = attention_dropout
|
155 |
+
self.hidden_act = hidden_act
|
156 |
+
self.max_position_embeddings = max_position_embeddings
|
157 |
+
self.initializer_range = initializer_range
|
158 |
+
self.layer_norm_eps = layer_norm_eps
|
159 |
+
self.use_cache = use_cache
|
160 |
+
self.rope_theta = rope_theta
|
161 |
+
self.rope_scaling = rope_scaling
|
162 |
+
self.partial_rotary_factor = partial_rotary_factor
|
163 |
+
self.qk_layernorm = qk_layernorm
|
164 |
+
self._rope_scaling_validation()
|
165 |
+
|
166 |
+
super().__init__(
|
167 |
+
bos_token_id=bos_token_id,
|
168 |
+
eos_token_id=eos_token_id,
|
169 |
+
tie_word_embeddings=tie_word_embeddings,
|
170 |
+
**kwargs,
|
171 |
+
)
|
172 |
+
|
173 |
+
# Copied from transformers.models.llama.configuration_llama.LlamaConfig._rope_scaling_validation
|
174 |
+
def _rope_scaling_validation(self):
|
175 |
+
"""
|
176 |
+
Validate the `rope_scaling` configuration.
|
177 |
+
"""
|
178 |
+
if self.rope_scaling is None:
|
179 |
+
return
|
180 |
+
|
181 |
+
if not isinstance(self.rope_scaling, dict) or len(self.rope_scaling) != 2:
|
182 |
+
raise ValueError(
|
183 |
+
"`rope_scaling` must be a dictionary with with two fields, `type` and `factor`, "
|
184 |
+
f"got {self.rope_scaling}"
|
185 |
+
)
|
186 |
+
rope_scaling_type = self.rope_scaling.get("type", None)
|
187 |
+
rope_scaling_factor = self.rope_scaling.get("factor", None)
|
188 |
+
if rope_scaling_type is None or rope_scaling_type not in ["linear", "dynamic"]:
|
189 |
+
raise ValueError(
|
190 |
+
f"`rope_scaling`'s type field must be one of ['linear', 'dynamic'], got {rope_scaling_type}"
|
191 |
+
)
|
192 |
+
if rope_scaling_factor is None or not isinstance(rope_scaling_factor, float) or rope_scaling_factor <= 1.0:
|
193 |
+
raise ValueError(f"`rope_scaling`'s factor field must be a float > 1, got {rope_scaling_factor}")
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:76e6778705ad6bc1796441dd9809a68c0c029f69442598f3e01630bd2ca826dc
|
3 |
+
size 1387533419
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/special_tokens_map.json
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<|endoftext|>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "<|endoftext|>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"unk_token": {
|
17 |
+
"content": "<|endoftext|>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
}
|
23 |
+
}
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json
ADDED
@@ -0,0 +1,323 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
anyprec-phi-1_5-dns-3.74-4.63-w4_orig2-gc1-c4_s100_blk512/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/config.json
ADDED
@@ -0,0 +1,273 @@
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anyprec-stablelm-zephyr-3b-dns-3.41-2.5625-w4_orig2-gc1-c4_s100_blk512/tokenizer.json
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anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/config.json
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|
1 |
+
{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
+
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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"content": "<|endoftext|>",
|
18 |
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|
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"normalized": false,
|
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|
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|
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|
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"unk_token": {
|
24 |
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|
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|
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|
27 |
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|
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"single_word": false
|
29 |
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}
|
30 |
+
}
|
anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
anyprec-stablelm-zephyr-3b-dns-3.79-4.9365-w4_orig2-gc1-c4_s100_blk512/tokenizer_config.json
ADDED
@@ -0,0 +1,213 @@
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|
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|
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|
203 |
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}
|
204 |
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},
|
205 |
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"bos_token": "<|endoftext|>",
|
206 |
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"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
|
207 |
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"clean_up_tokenization_spaces": true,
|
208 |
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"eos_token": "<|endoftext|>",
|
209 |
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|
210 |
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|
211 |
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"tokenizer_class": "GPTNeoXTokenizer",
|
212 |
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"unk_token": "<|endoftext|>"
|
213 |
+
}
|
anyprec-vicuna-7b-v1.5-dns-2.39-2.4375-w4_orig2-gc1-c4_s100_blk512/config.json
ADDED
@@ -0,0 +1,273 @@
|
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|
1 |
+
{
|
2 |
+
"_name_or_path": "checkpoints/lmsys/vicuna-7b-v1.5",
|
3 |
+
"anyprec": {
|
4 |
+
"arch_config": {
|
5 |
+
"layers_name": "layers",
|
6 |
+
"model_name": "model",
|
7 |
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"module_names": [
|
8 |
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"self_attn.q_proj",
|
9 |
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"self_attn.k_proj",
|
10 |
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"self_attn.v_proj",
|
11 |
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"self_attn.o_proj",
|
12 |
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"mlp.gate_proj",
|
13 |
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"mlp.up_proj",
|
14 |
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"mlp.down_proj"
|
15 |
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]
|
16 |
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},
|
17 |
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"group_count": 1,
|
18 |
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"parent_precision": 4,
|
19 |
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"seed_precision": 2,
|
20 |
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"sparse_numvals": {
|
21 |
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22 |
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|
24 |
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|
25 |
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"model.layers.0.self_attn.o_proj": 1167262,
|
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