|
7 | 7 | "tags": [] |
8 | 8 | }, |
9 | 9 | "source": [ |
10 | | - "# Deploy LLama2 13B Chat LMI Model with response streaming on SageMaker using Continuous Batching" |
| 10 | + "# Deploy LLama2 13B Chat LMI Model with response streaming on SageMaker" |
11 | 11 | ] |
12 | 12 | }, |
13 | 13 | { |
|
51 | 51 | }, |
52 | 52 | { |
53 | 53 | "cell_type": "code", |
54 | | - "execution_count": 1, |
| 54 | + "execution_count": null, |
55 | 55 | "id": "8dd6a36f-ee95-453d-a127-c8a7de6a026d", |
56 | 56 | "metadata": { |
57 | 57 | "tags": [] |
58 | 58 | }, |
59 | | - "outputs": [ |
60 | | - { |
61 | | - "name": "stdout", |
62 | | - "output_type": "stream", |
63 | | - "text": [ |
64 | | - "\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
65 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
66 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
67 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
68 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
69 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
70 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/idna-3.6.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
71 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/MarkupSafe-2.1.4.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
72 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
73 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
74 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
75 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
76 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
77 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/idna-3.6.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
78 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/MarkupSafe-2.1.4.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
79 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
80 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
81 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
82 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
83 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
84 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/idna-3.6.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
85 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/MarkupSafe-2.1.4.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
86 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
87 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
88 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
89 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
90 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
91 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
92 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
93 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
94 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
95 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
96 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
97 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
98 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
99 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
100 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
101 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
102 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
103 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
104 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
105 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
106 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
107 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
108 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/idna-3.6.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
109 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/MarkupSafe-2.1.4.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
110 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
111 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
112 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
113 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
114 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
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119 | | - "\u001b[0m\u001b[33m WARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
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124 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
125 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
126 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
127 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
128 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
129 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
130 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
131 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
132 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
133 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
134 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/idna-3.6.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
135 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/MarkupSafe-2.1.4.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
136 | | - "\u001b[0m\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", |
137 | | - "awscli 1.32.23 requires botocore==1.34.23, but you have botocore 1.34.43 which is incompatible.\u001b[0m\u001b[31m\n", |
138 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
139 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
140 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
141 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
142 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
143 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
144 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/Jinja2-3.1.3.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
145 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/pygments-2.17.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
146 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/charset_normalizer-3.3.2.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
147 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/attrs-23.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
148 | | - "\u001b[0m\u001b[33mWARNING: Skipping /opt/homebrew/lib/python3.11/site-packages/urllib3-2.2.0.dist-info due to invalid metadata entry 'name'\u001b[0m\u001b[33m\n", |
149 | | - "\u001b[0m" |
150 | | - ] |
151 | | - } |
152 | | - ], |
| 59 | + "outputs": [], |
153 | 60 | "source": [ |
154 | 61 | "!pip install -Uq pip\n", |
155 | 62 | "!pip install -Uq sagemaker boto3 huggingface_hub " |
156 | 63 | ] |
157 | 64 | }, |
158 | 65 | { |
159 | 66 | "cell_type": "code", |
160 | | - "execution_count": 4, |
| 67 | + "execution_count": null, |
161 | 68 | "id": "cf0c89f4-679c-4557-b95d-1d954c15a020", |
162 | 69 | "metadata": { |
163 | 70 | "tags": [] |
|
176 | 83 | }, |
177 | 84 | { |
178 | 85 | "cell_type": "code", |
179 | | - "execution_count": 5, |
| 86 | + "execution_count": null, |
180 | 87 | "id": "83d5a162-e9be-469b-910e-18cca8c359f8", |
181 | 88 | "metadata": { |
182 | 89 | "tags": [] |
|
190 | 97 | }, |
191 | 98 | { |
192 | 99 | "cell_type": "code", |
193 | | - "execution_count": 6, |
| 100 | + "execution_count": null, |
194 | 101 | "id": "f68b5181-d018-4564-9762-fa8770a9672f", |
195 | 102 | "metadata": { |
196 | 103 | "tags": [] |
|
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