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【开源实习】技术公开课内容测试任务4 #120

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107 changes: 57 additions & 50 deletions Season1.step_into_chatgpt/4.GPT2/gpt2_modules.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -32,7 +32,7 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"id": "e60ce5a7-b42a-4669-affa-99fb526e3c35",
"metadata": {},
"outputs": [],
Expand All @@ -44,7 +44,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "6e6f72a8-30cd-44ec-a884-4be46b6059bd",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -100,15 +100,19 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 3,
"id": "52f84d8f-746d-4a87-af68-2dadf693f002",
"metadata": {},
"outputs": [],
"source": [
"%%capture captured_output\n",
"!pip install https://ms-release.obs.cn-north-4.myhuaweicloud.com/2.2.14/MindSpore/unified/x86_64/mindspore-2.2.14-cp39-cp39-linux_x86_64.whl --trusted-host ms-release.obs.cn-north-4.myhuaweicloud.com -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
"#修改为在线 并锁定版本\n",
"!pip install mindspore==2.2.14 -i https://mirrors.aliyun.com/pypi/simple \n",
"#!pip install https://ms-release.obs.cn-north-4.myhuaweicloud.com/2.2.14/MindSpore/unified/x86_64/mindspore-2.2.14-cp39-cp39-linux_x86_64.whl --trusted-host ms-release.obs.cn-north-4.myhuaweicloud.com -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
"!pip install tokenizers==0.15.0 -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
"\n",
"!wget https://repo.mindspore.cn/mindspore-lab/mindnlp/daily/202402/20240229/master_20240229160016_c5444092d8cfe47d73e292f25d9a9a56fb04828a_newest/any/mindnlp-0.2.0.20240229-py3-none-any.whl\n",
"\n",
"!pip install mindnlp"
]
},
Expand All @@ -122,7 +126,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "074df3ae-4bfc-4655-be9f-8041fc211f96",
"metadata": {
"tags": []
Expand All @@ -134,7 +138,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 1,
"id": "9a161bfb-a15e-4a07-9bb0-688b76f87de3",
"metadata": {
"tags": []
Expand Down Expand Up @@ -164,7 +168,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 2,
"id": "76d2591f-26c2-4961-bca3-be30c4352aef",
"metadata": {
"tags": []
Expand All @@ -181,7 +185,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 3,
"id": "2d315a4e-5663-404e-b93d-efb1cf354414",
"metadata": {
"tags": []
Expand All @@ -191,9 +195,12 @@
"name": "stderr",
"output_type": "stream",
"text": [
"/home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
"\n",
" from .autonotebook import tqdm as notebook_tqdm\n"
"/home/filament/.local/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from .autonotebook import tqdm as notebook_tqdm\n",
"Building prefix dict from the default dictionary ...\n",
"Loading model from cache /tmp/jieba.cache\n",
"Loading model cost 0.308 seconds.\n",
"Prefix dict has been built successfully.\n"
]
},
{
Expand All @@ -202,7 +209,7 @@
"((1, 10, 768), (1, 10, 768), (1, 10, 768))"
]
},
"execution_count": 5,
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -230,7 +237,7 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 4,
"id": "abb7ccac-7cfe-401a-ab32-763de70b4669",
"metadata": {
"tags": []
Expand All @@ -250,7 +257,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 5,
"id": "72abe0fe-5225-425b-9bda-0723f3fb27cf",
"metadata": {
"tags": []
Expand All @@ -262,7 +269,7 @@
"((1, 12, 10, 64), (1, 12, 10, 64), (1, 12, 10, 64))"
]
},
"execution_count": 7,
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -293,7 +300,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 6,
"id": "9f952236-de74-4419-9469-7e78d3b7c3e4",
"metadata": {
"tags": []
Expand All @@ -305,7 +312,7 @@
"(1, 12, 10, 10)"
]
},
"execution_count": 8,
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -331,7 +338,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 7,
"id": "0ff22248-deff-4962-afae-55772f63f142",
"metadata": {
"tags": []
Expand All @@ -350,7 +357,7 @@
" [ True, True, True ... True, True, True]]]])"
]
},
"execution_count": 9,
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -377,7 +384,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 8,
"id": "d957ce17-6df6-4f5e-a262-24ff3a8ce0d1",
"metadata": {
"tags": []
Expand All @@ -395,7 +402,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 9,
"id": "dee63bfd-f394-4558-9e9f-e102a2fd283c",
"metadata": {
"tags": []
Expand All @@ -407,7 +414,7 @@
"-3.4028235e+38"
]
},
"execution_count": 11,
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -418,24 +425,24 @@
},
{
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"execution_count": 12,
"execution_count": 10,
"id": "d2faad14-9a3d-4495-8bcc-d7ac2695e83d",
"metadata": {},
"outputs": [
{
"data": {
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" [ 4.12474960e-01, -6.20999515e-01, -3.40282347e+38 ... -3.40282347e+38, -3.40282347e+38, -3.40282347e+38],\n",
" [ 1.29110947e-01, 2.28423685e-01, -1.90024704e-01 ... -3.40282347e+38, -3.40282347e+38, -3.40282347e+38],\n",
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" [-2.40131348e-01, -3.01081717e-01, -3.40282347e+38 ... -3.40282347e+38, -3.40282347e+38, -3.40282347e+38],\n",
" [-1.63813263e-01, 3.72520477e-01, 8.26954842e-02 ... -3.40282347e+38, -3.40282347e+38, -3.40282347e+38],\n",
" ...\n",
" [ 2.14589074e-01, 1.79385528e-01, 2.11229175e-01 ... -8.21841732e-02, -3.40282347e+38, -3.40282347e+38],\n",
" [-3.86964470e-01, 1.50564313e-03, -7.81135634e-02 ... -8.60612690e-02, -3.31553906e-01, -3.40282347e+38],\n",
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" [-3.40138614e-01, 7.31956363e-01, -3.32098126e-01 ... -5.13645589e-01, -3.40282347e+38, -3.40282347e+38],\n",
" [ 2.78025586e-02, -2.18080640e-01, -2.97767907e-01 ... -1.27004489e-01, 1.84989065e-01, -3.40282347e+38],\n",
" [ 1.32980525e-01, -5.72599649e-01, 6.88928843e-01 ... -1.89585343e-01, 1.92393050e-01, 4.59578540e-03]])"
]
},
"execution_count": 12,
"execution_count": 10,
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}
Expand All @@ -454,7 +461,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 11,
"id": "df9cdaae-ac5a-4bc0-9e59-403d176c0d3b",
"metadata": {
"tags": []
Expand All @@ -466,7 +473,7 @@
"(1, 12, 10, 10)"
]
},
"execution_count": 13,
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -478,7 +485,7 @@
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{
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"execution_count": 12,
"id": "5771f68c-8b35-4b1a-83d1-287b2ce7a47e",
"metadata": {
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Expand All @@ -489,15 +496,15 @@
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"Tensor(shape=[10, 10], dtype=Float32, value=\n",
"[[ 1.00000000e+00, 0.00000000e+00, 0.00000000e+00 ... 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
" [ 7.37588942e-01, 2.62411058e-01, 0.00000000e+00 ... 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
" [ 3.53208542e-01, 3.90087605e-01, 2.56703824e-01 ... 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
" [ 5.15232861e-01, 4.84767109e-01, 0.00000000e+00 ... 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
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" ...\n",
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Expand All @@ -516,7 +523,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": 13,
"id": "0ba1e0ff-5627-4b70-8911-4ffa7383e29d",
"metadata": {
"tags": []
Expand All @@ -528,7 +535,7 @@
"(1, 12, 10, 64)"
]
},
"execution_count": 15,
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -551,7 +558,7 @@
},
{
"cell_type": "code",
"execution_count": 16,
"execution_count": 14,
"id": "80e44dd1-4013-4d01-b267-92463b296e5b",
"metadata": {
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Expand All @@ -570,7 +577,7 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 15,
"id": "5b35f8ee-70b4-4cb4-ad9b-d0b685482b59",
"metadata": {
"tags": []
Expand All @@ -582,7 +589,7 @@
"(1, 10, 768)"
]
},
"execution_count": 17,
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -606,7 +613,7 @@
},
{
"cell_type": "code",
"execution_count": 18,
"execution_count": 16,
"id": "ff788df6-a6a7-4b43-9a76-95eaef4918c7",
"metadata": {
"tags": []
Expand All @@ -618,7 +625,7 @@
},
{
"cell_type": "code",
"execution_count": 19,
"execution_count": 17,
"id": "0c7d4c1f-4ddc-4605-acba-f6e17cbfe2d5",
"metadata": {
"tags": []
Expand All @@ -630,7 +637,7 @@
"(1, 10, 768)"
]
},
"execution_count": 19,
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -660,9 +667,9 @@
"name": "mindspore1.7.0-cuda10.1-py3.7-ubuntu18.04"
},
"kernelspec": {
"display_name": "ms2.2.14",
"display_name": "Python 3",
"language": "python",
"name": "ms2.2.14"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -674,7 +681,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.19"
"version": "3.10.12"
}
},
"nbformat": 4,
Expand Down
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