ar-modeling/illumicore-llama2-1k

---
language:
- en
license: llama2
size_categories:
- 1K<n<10K
task_categories:
- text-generation
- summarization
pretty_name: IllumiCore-Llama2-1k
dataset_info:
features:
- name: text
dtype: string
splits:
- name: train
num_bytes: 12515626
num_examples: 1000
download_size: 2510028
dataset_size: 12515626
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---

# IllumiCore-1k: Llama2 Formatting

This is a VNF resource allocation dataset (1000 samples) generated by IllumiCore [1], processed to match Llama 2's prompt format [2]:

```
<s>[INST] <<SYS>>
{{ system_prompt }}
<</SYS>>

{{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }} [/INST] {{ model_answer_1 }} </s>
```

Here is an example of a dataset record:

```
<s>[INST] <<SYS>> As a telecommunication realm expert with professional knowledge of network function virtualization and software-defined networks, your task is to assist the user in answering questions related to network functions virtualization infrastructure. Please provide clear and detailed explanations, drawing upon your expertise in the field to address the user's inquiries effectively. Your responses should be informative and accurate, catering to the user's specific questions and providing valuable insights into network function virtualization infrastructure. Ensure that your explanations are accessible to users with varying levels of familiarity with the subject matter, and feel free to incorporate relevant examples or analogies to enhance understanding.
Here is the current NFVI topology tree:
NFVI
└── Core Switch
├── Data Center 1
│ ├── Aggregation Switch 1
│ │ ├── +---------------+
│ │ │ | Top of Rack 1 |
│ │ │ +---------------+
│ │ ├── +---------------+
│ │ │ | Top of Rack 2 |
│ │ │ +---------------+
│ │ └── +---------------+
│ │ | Top of Rack 3 |
│ │ +---------------+
│ ├── Aggregation Switch 2
│ │ ├── +---------------+
│ │ │ | Top of Rack 1 |
│ │ │ +---------------+
│ │ ├── +---------------+
│ │ │ | Top of Rack 2 |
│ │ │ +---------------+
│ │ └── +---------------+
│ │ | Top of Rack 3 |
│ │ +---------------+
│ ├── Rack 1
│ │ ├── Top of Rack 1
│ │ ├── ╔═══════════════╗
│ │ │ ║ Server 1 ║
│ │ │ ║ | ║
│ │ │ ║ CH1 ║
│ │ │ ║ CPU: 48 Cores ║
│ │ │ ║ Mem: 408 GB ║
│ │ │ ║ Net: 1 GB ║
│ │ │ ╚═══════════════╝
│ │ ├── ╔═══════════════╗
│ │ │ ║ Server 2 ║
│ │ │ ║ | ║
│ │ │ ║ CH2 ║
│ │ │ ║ CPU: 40 Cores ║
│ │ │ ║ Mem: 348 GB ║
│ │ │ ║ Net: 9 GB ║
│ │ │ ╚═══════════════╝
│ │ └── ╔═══════════════╗
│ │ ║ Server 3 ║
│ │ ║ | ║
│ │ ║ CH3 ║
│ │ ║ CPU: 50 Cores ║
│ │ ║ Mem: 392 GB ║
│ │ ║ Net: 3 GB ║
│ │ ╚═══════════════╝
│ ├── Rack 2
│ │ ├── Top of Rack 2
│ │ ├── ╔═══════════════╗
│ │ │ ║ Server 4 ║
│ │ │ ║ | ║
│ │ │ ║ CH4 ║
│ │ │ ║ CPU: 64 Cores ║
│ │ │ ║ Mem: 354 GB ║
│ │ │ ║ Net: 3 GB ║
│ │ │ ╚═══════════════╝
│ │ ├── ╔═══════════════╗
│ │ │ ║ Server 5 ║
│ │ │ ║ | ║
│ │ │ ║ CH5 ║
│ │ │ ║ CPU: 48 Cores ║
│ │ │ ║ Mem: 408 GB ║
│ │ │ ║ Net: 5 GB ║
│ │ │ ╚═══════════════╝
│ │ └── ╔═══════════════╗
│ │ ║ Server 6 ║
│ │ ║ | ║
│ │ ║ CH6 ║
│ │ ║ CPU: 54 Cores ║
│ │ ║ Mem: 206 GB ║
│ │ ║ Net: 1 GB ║
│ │ ╚═══════════════╝
│ └── Rack 3
│ ├── Top of Rack 3
│ ├── ╔═══════════════╗
│ │ ║ Server 7 ║
│ │ ║ | ║
│ │ ║ CH7 ║
│ │ ║ CPU: 64 Cores ║
│ │ ║ Mem: 412 GB ║
│ │ ║ Net: 9 GB ║
│ │ ╚═══════════════╝
│ ├── ╔═══════════════╗
│ │ ║ Server 8 ║
│ │ ║ | ║
│ │ ║ CH8 ║
│ │ ║ CPU: 40 Cores ║
│ │ ║ Mem: 314 GB ║
│ │ ║ Net: 5 GB ║
│ │ ╚═══════════════╝
│ └── ╔═══════════════╗
│ ║ Server 9 ║
│ ║ | ║
│ ║ CH9 ║
│ ║ CPU: 60 Cores ║
│ ║ Mem: 402 GB ║
│ ║ Net: 3 GB ║
│ ╚═══════════════╝
└── Data Center 2
├── Aggregation Switch 3
│ ├── +---------------+
│ │ | Top of Rack 4 |
│ │ +---------------+
│ ├── +---------------+
│ │ | Top of Rack 5 |
│ │ +---------------+
│ └── +---------------+
│ | Top of Rack 6 |
│ +---------------+
├── Aggregation Switch 4
│ ├── +---------------+
│ │ | Top of Rack 4 |
│ │ +---------------+
│ ├── +---------------+
│ │ | Top of Rack 5 |
│ │ +---------------+
│ └── +---------------+
│ | Top of Rack 6 |
│ +---------------+
├── Rack 4
│ ├── Top of Rack 4
│ ├── ╔═══════════════╗
│ │ ║ Server 10 ║
│ │ ║ | ║
│ │ ║ CH10 ║
│ │ ║ CPU: 58 Cores ║
│ │ ║ Mem: 350 GB ║
│ │ ║ Net: 7 GB ║
│ │ ╚═══════════════╝
│ ├── ╔═══════════════╗
│ │ ║ Server 11 ║
│ │ ║ | ║
│ │ ║ CH11 ║
│ │ ║ CPU: 46 Cores ║
│ │ ║ Mem: 198 GB ║
│ │ ║ Net: 5 GB ║
│ │ ╚═══════════════╝
│ └── ╔═══════════════╗
│ ║ Server 12 ║
│ ║ | ║
│ ║ CH12 ║
│ ║ CPU: 58 Cores ║
│ ║ Mem: 234 GB ║
│ ║ Net: 1 GB ║
│ ╚═══════════════╝
├── Rack 5
│ ├── Top of Rack 5
│ ├── ╔═══════════════╗
│ │ ║ Server 13 ║
│ │ ║ | ║
│ │ ║ CH13 ║
│ │ ║ CPU: 42 Cores ║
│ │ ║ Mem: 348 GB ║
│ │ ║ Net: 7 GB ║
│ │ ╚═══════════════╝
│ ├── ╔═══════════════╗
│ │ ║ Server 14 ║
│ │ ║ | ║
│ │ ║ CH14 ║
│ │ ║ CPU: 56 Cores ║
│ │ ║ Mem: 180 GB ║
│ │ ║ Net: 3 GB ║
│ │ ╚═══════════════╝
│ └── ╔═══════════════╗
│ ║ Server 15 ║
│ ║ | ║
│ ║ CH15 ║
│ ║ CPU: 44 Cores ║
│ ║ Mem: 310 GB ║
│ ║ Net: 1 GB ║
│ ╚═══════════════╝
└── Rack 6
├── Top of Rack 6
├── ╔═══════════════╗
│ ║ Server 16 ║
│ ║ | ║
│ ║ CH16 ║
│ ║ CPU: 50 Cores ║
│ ║ Mem: 254 GB ║
│ ║ Net: 1 GB ║
│ ╚═══════════════╝
├── ╔═══════════════╗
│ ║ Server 17 ║
│ ║ | ║
│ ║ CH17 ║
│ ║ CPU: 34 Cores ║
│ ║ Mem: 478 GB ║
│ ║ Net: 7 GB ║
│ ╚═══════════════╝
└── ╔═══════════════╗
║ Server 18 ║
║ | ║
║ CH18 ║
║ CPU: 46 Cores ║
║ Mem: 454 GB ║
║ Net: 3 GB ║
╚═══════════════╝
<</SYS>> Can you show me the current NFVI network topology diagram? [/INST] The Network Functions Virtualization Infrastructure (NFVI) consists of a core switch that connects two data centers. Data Center 1 comprises three racks, each containing servers with varying configurations. Each rack is connected to the network via two aggregation switches. The first rack houses three servers with different core counts, memory capacities, and network speeds. The same configuration exists for the second and third racks. Similarly, Data Center 2 is designed with the same architecture, hosting three more racks, each connected via two additional aggregation switches and containing three servers each. The servers across all racks display a diverse range of core counts, memory capacities, and network speeds, providing a robust and versatile NFVI. </s><s>[INST] Can I see a sample of the current VNF resource allocation? [/INST] The resource allocation results indicate that the Network Functions Virtualization Infrastructure Management (VIM) has allocated servers to top of rack (TOR) switches optimally. The servers 1 to 6, 7 to 12, and 13 to 18 are allocated to VIM 1, 2, and 3 respectively. Most servers remain unoccupied, except for servers 13 and 14. Server 13, with a total capacity of 42 CPU cores, 348 GB memory, and 7 GB network, has four virtual machines (VMs) assigned to it, consuming 36 cores, 99 GB memory, and 4 GB network. The remaining capacity is 6 cores, 249 GB memory, and 3 GB network. Server 14, with a total capacity of 56 cores, 180 GB memory, and 3 GB network, has two VMs assigned, consuming 25 cores, 71 GB memory, and 2 GB network. The remaining capacity is 31 cores, 109 GB memory, and 1 GB network. The allocation has achieved an optimal status, demonstrating efficient resource distribution. </s>
```

---

[1] L. Popokh, J. Su, S. Nair and E. Olinick, "IllumiCore: Optimization Modeling and Implementation for Efficient VNF Placement," 2021 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split, Hvar, Croatia, 2021, pp. 1-7, doi: 10.23919/SoftCOM52868.2021.9559076.

[2] [How to Prompt Llama 2](https://huggingface.co/blog/llama2#how-to-prompt-llama-2).

原始信息汇总

IllumiCore-Llama2-1k 数据集概述

基本信息

• 语言: 英语
• 许可: Llama2
• 大小分类: 1K<n<10K
• 任务分类: 文本生成、摘要
• 美观名称: IllumiCore-Llama2-1k

数据集详情

• 特征:
  • 名称: text
  • 数据类型: string
• 分割:
  • 名称: train
  • 字节数: 12515626
  • 样本数: 1000
• 下载大小: 2510028
• 数据集大小: 12515626

配置

• 配置名称: default
• 数据文件:
  • 分割: train
  • 路径: data/train-*

数据格式

数据集采用Llama 2的提示格式，具体如下：

<s>[INST] <<SYS>> {{ system_prompt }} <</SYS>>

{{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }} [/INST] {{ model_answer_1 }} </s>

示例记录

<s>[INST] <<SYS>> As a telecommunication realm expert with professional knowledge of network function virtualization and software-defined networks, your task is to assist the user in answering questions related to network functions virtualization infrastructure. Please provide clear and detailed explanations, drawing upon your expertise in the field to address the users inquiries effectively. Your responses should be informative and accurate, catering to the users specific questions and providing valuable insights into network function virtualization infrastructure. Ensure that your explanations are accessible to users with varying levels of familiarity with the subject matter, and feel free to incorporate relevant examples or analogies to enhance understanding. Here is the current NFVI topology tree: NFVI └── Core Switch ├── Data Center 1 │ ├── Aggregation Switch 1 │ │ ├── +---------------+ │ │ │ | Top of Rack 1 | │ │ │ +---------------+ │ │ ├── +---------------+ │ │ │ | Top of Rack 2 | │ │ │ +---------------+ │ │ └── +---------------+ │ │ | Top of Rack 3 | │ │ +---------------+ │ ├── Aggregation Switch 2 │ │ ├── +---------------+ │ │ │ | Top of Rack 1 | │ │ │ +---------------+ │ │ ├── +---------------+ │ │ │ | Top of Rack 2 | │ │ │ +---------------+ │ │ └── +---------------+ │ │ | Top of Rack 3 | │ │ +---------------+ │ ├── Rack 1 │ │ ├── Top of Rack 1 │ │ ├── ╔═══════════════╗ │ │ │ ║ Server 1 ║ │ │ │ ║ | ║ │ │ │ ║ CH1 ║ │ │ │ ║ CPU: 48 Cores ║ │ │ │ ║ Mem: 408 GB ║ │ │ │ ║ Net: 1 GB ║ │ │ │ ╚═══════════════╝ │ │ ├── ╔═══════════════╗ │ │ │ ║ Server 2 ║ │ │ │ ║ | ║ │ │ │ ║ CH2 ║ │ │ │ ║ CPU: 40 Cores ║ │ │ │ ║ Mem: 348 GB ║ │ │ │ ║ Net: 9 GB ║ │ │ │ ╚═══════════════╝ │ │ └── ╔═══════════════╗ │ │ ║ Server 3 ║ │ │ ║ | ║ │ │ ║ CH3 ║ │ │ ║ CPU: 50 Cores ║ │ │ ║ Mem: 392 GB ║ │ │ ║ Net: 3 GB ║ │ │ ╚═══════════════╝ │ ├── Rack 2 │ │ ├── Top of Rack 2 │ │ ├── ╔═══════════════╗ │ │ │ ║ Server 4 ║ │ │ │ ║ | ║ │ │ │ ║ CH4 ║ │ │ │ ║ CPU: 64 Cores ║ │ │ │ ║ Mem: 354 GB ║ │ │ │ ║ Net: 3 GB ║ │ │ │ ╚═══════════════╝ │ │ ├── ╔═══════════════╗ │ │ │ ║ Server 5 ║ │ │ │ ║ | ║ │ │ │ ║ CH5 ║ │ │ │ ║ CPU: 48 Cores ║ │ │ │ ║ Mem: 408 GB ║ │ │ │ ║ Net: 5 GB ║ │ │ │ ╚═══════════════╝ │ │ └── ╔═══════════════╗ │ │ ║ Server 6 ║ │ │ ║ | ║ │ │ ║ CH6 ║ │ │ ║ CPU: 54 Cores ║ │ │ ║ Mem: 206 GB ║ │ │ ║ Net: 1 GB ║ │ │ ╚═══════════════╝ │ └── Rack 3 │ ├── Top of Rack 3 │ ├── ╔═══════════════╗ │ │ ║ Server 7 ║ │ │ ║ | ║ │ │ ║ CH7 ║ │ │ ║ CPU: 64 Cores ║ │ │ ║ Mem: 412 GB ║ │ │ ║ Net: 9 GB ║ │ │ ╚═══════════════╝ │ ├── ╔═══════════════╗ │ │ ║ Server 8 ║ │ │ ║ | ║ │ │ ║ CH8 ║ │ │ ║ CPU: 40 Cores ║ │ │ ║ Mem: 314 GB ║ │ │ ║ Net: 5 GB ║ │ │ ╚═══════════════╝ │ └── ╔═══════════════╗ │ ║ Server 9 ║ │ ║ | ║ │ ║ CH9 ║ │ ║ CPU: 60 Cores ║ │ ║ Mem: 402 GB ║ │ ║ Net: 3 GB ║ │ ╚═══════════════╝ └── Data Center 2 ├── Aggregation Switch 3 │ ├── +---------------+ │ │ | Top of Rack 4 | │ │ +---------------+ │ ├── +---------------+ │ │ | Top of Rack 5 | │ │ +---------------+ │ └── +---------------+ │ | Top of Rack 6 | │ +---------------+ ├── Aggregation Switch 4 │ ├── +---------------+ │ │ | Top of Rack 4 | │ │ +---------------+ │ ├── +---------------+ │ │ | Top of Rack 5 | │ │ +---------------+ │ └── +---------------+ │ | Top of Rack 6 | │ +---------------+ ├── Rack 4 │ ├── Top of Rack 4 │ ├── ╔═══════════════╗ │ │ ║ Server 10 ║ │ │ ║ | ║ │ │ ║ CH10 ║ │ │ ║ CPU: 58 Cores ║ │ │ ║ Mem: 350 GB ║ │ │ ║ Net: 7 GB ║ │ │ ╚═══════════════╝ │ ├── ╔═══════════════╗ │ │ ║ Server 11 ║ │ │ ║ | ║ │ │ ║ CH11 ║ │ │ ║ CPU: 46 Cores ║ │ │ ║ Mem: 198 GB ║ │ │ ║ Net: 5 GB ║ │ │ ╚═══════════════╝ │ └── ╔═══════════════╗ │ ║ Server 12 ║ │ ║ | ║ │ ║ CH12 ║ │ ║ CPU: 58 Cores ║ │ ║ Mem: 234 GB ║ │ ║ Net: 1 GB ║ │ ╚═══════════════╝ ├── Rack 5 │ ├── Top of Rack 5 │ ├── ╔═══════════════╗ │ │ ║ Server 13 ║ │ │ ║ | ║ │ │ ║ CH13 ║ │ │ ║ CPU: 42 Cores ║ │ │ ║ Mem: 348 GB ║ │ │ ║ Net: 7 GB ║ │ │ ╚═══════════════╝ │ ├── ╔═══════════════╗ │ │ ║ Server 14 ║ │ │ ║ | ║ │ │ ║ CH14 ║ │ │ ║ CPU: 56 Cores ║ │ │ ║ Mem: 180 GB ║ │ │ ║ Net: 3 GB ║ │ │ ╚═══════════════╝ │ └── ╔═══════════════╗ │ ║ Server 15 ║ │ ║ | ║ │ ║ CH15 ║ │ ║ CPU: 44 Cores ║ │ ║ Mem: 310 GB ║ │ ║ Net: 1 GB ║ │ ╚═══════════════╝ └── Rack 6 ├── Top of Rack 6 ├── ╔═══════════════╗ │ ║ Server 16 ║ │ ║ | ║ │ ║ CH16 ║ │ ║ CPU: 50 Cores ║ │ ║ Mem: 254 GB ║ │ ║ Net: 1 GB ║ │ ╚═══════════════╝ ├── ╔═══════════════╗ │ ║ Server 17 ║ │ ║ | ║ │ ║ CH17 ║ │ ║ CPU: 34 Cores ║ │ ║ Mem: 478 GB ║ │ ║ Net: 7 GB ║ │ ╚═══════════════╝ └── ╔═══════════════╗ ║ Server 18 ║ ║ | ║ ║ CH18 ║ ║ CPU: 46 Cores ║ ║ Mem: 454 GB ║ ║ Net: 3 GB ║ ╚═══════════════╝ <</SYS>> Can you show me the current NFVI network topology diagram? [/INST] The Network Functions Virtualization Infrastructure (NFVI) consists of a core switch that connects two data centers. Data Center 1 comprises three racks, each containing servers with varying configurations. Each rack is connected to the network via two aggregation switches. The first rack houses three servers with different core counts, memory capacities, and network speeds. The same configuration exists for the second and third racks. Similarly, Data Center 2 is designed with the same architecture, hosting three more racks, each connected via two additional aggregation switches and containing three servers each. The servers across all racks display a diverse range of core counts, memory capacities, and network speeds, providing a robust and versatile NFVI. </s><s>[INST] Can I see a sample of the current VNF resource allocation? [/INST] The resource allocation results indicate that the Network Functions Virtualization Infrastructure Management (VIM) has allocated servers to top of rack (TOR) switches optimally. The servers 1 to 6, 7 to 12, and 13 to 18 are allocated to VIM 1, 2, and 3 respectively. Most servers remain unoccupied, except for servers 13 and 14. Server 13, with a total capacity of 42 CPU cores, 348 GB memory, and 7 GB network, has four virtual machines (VMs) assigned to it, consuming 36 cores, 99 GB memory, and 4 GB network. The remaining capacity is 6 cores, 249 GB memory, and 3 GB network. Server 14, with a total capacity of 56 cores, 180 GB memory, and 3 GB network, has two VMs assigned, consuming 25 cores, 71 GB memory, and 2 GB network. The remaining capacity is 31 cores, 109 GB memory, and 1 GB network. The allocation has achieved an optimal status, demonstrating efficient resource distribution. </s>