Files changed (1) hide show
  1. README.md +118 -2
README.md CHANGED
@@ -1,8 +1,111 @@
1
  ---
2
- license: apache-2.0
3
  language:
4
  - zh
5
  - en
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6
  ---
7
 
8
  # Chinese-LLaMA-2-7B
@@ -37,4 +140,17 @@ The main contents of this project include:
37
  * 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
38
  * 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM etc.
39
 
40
- Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
 
2
  language:
3
  - zh
4
  - en
5
+ license: apache-2.0
6
+ model-index:
7
+ - name: chinese-llama-2-7b
8
+ results:
9
+ - task:
10
+ type: text-generation
11
+ name: Text Generation
12
+ dataset:
13
+ name: AI2 Reasoning Challenge (25-Shot)
14
+ type: ai2_arc
15
+ config: ARC-Challenge
16
+ split: test
17
+ args:
18
+ num_few_shot: 25
19
+ metrics:
20
+ - type: acc_norm
21
+ value: 44.45
22
+ name: normalized accuracy
23
+ source:
24
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
25
+ name: Open LLM Leaderboard
26
+ - task:
27
+ type: text-generation
28
+ name: Text Generation
29
+ dataset:
30
+ name: HellaSwag (10-Shot)
31
+ type: hellaswag
32
+ split: validation
33
+ args:
34
+ num_few_shot: 10
35
+ metrics:
36
+ - type: acc_norm
37
+ value: 69.5
38
+ name: normalized accuracy
39
+ source:
40
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
41
+ name: Open LLM Leaderboard
42
+ - task:
43
+ type: text-generation
44
+ name: Text Generation
45
+ dataset:
46
+ name: MMLU (5-Shot)
47
+ type: cais/mmlu
48
+ config: all
49
+ split: test
50
+ args:
51
+ num_few_shot: 5
52
+ metrics:
53
+ - type: acc
54
+ value: 37.47
55
+ name: accuracy
56
+ source:
57
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
58
+ name: Open LLM Leaderboard
59
+ - task:
60
+ type: text-generation
61
+ name: Text Generation
62
+ dataset:
63
+ name: TruthfulQA (0-shot)
64
+ type: truthful_qa
65
+ config: multiple_choice
66
+ split: validation
67
+ args:
68
+ num_few_shot: 0
69
+ metrics:
70
+ - type: mc2
71
+ value: 37.0
72
+ source:
73
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
74
+ name: Open LLM Leaderboard
75
+ - task:
76
+ type: text-generation
77
+ name: Text Generation
78
+ dataset:
79
+ name: Winogrande (5-shot)
80
+ type: winogrande
81
+ config: winogrande_xl
82
+ split: validation
83
+ args:
84
+ num_few_shot: 5
85
+ metrics:
86
+ - type: acc
87
+ value: 68.98
88
+ name: accuracy
89
+ source:
90
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
91
+ name: Open LLM Leaderboard
92
+ - task:
93
+ type: text-generation
94
+ name: Text Generation
95
+ dataset:
96
+ name: GSM8k (5-shot)
97
+ type: gsm8k
98
+ config: main
99
+ split: test
100
+ args:
101
+ num_few_shot: 5
102
+ metrics:
103
+ - type: acc
104
+ value: 1.44
105
+ name: accuracy
106
+ source:
107
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ziqingyang/chinese-llama-2-7b
108
+ name: Open LLM Leaderboard
109
  ---
110
 
111
  # Chinese-LLaMA-2-7B
 
140
  * 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
141
  * 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM etc.
142
 
143
+ Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.
144
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
145
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_ziqingyang__chinese-llama-2-7b)
146
+
147
+ | Metric |Value|
148
+ |---------------------------------|----:|
149
+ |Avg. |43.14|
150
+ |AI2 Reasoning Challenge (25-Shot)|44.45|
151
+ |HellaSwag (10-Shot) |69.50|
152
+ |MMLU (5-Shot) |37.47|
153
+ |TruthfulQA (0-shot) |37.00|
154
+ |Winogrande (5-shot) |68.98|
155
+ |GSM8k (5-shot) | 1.44|
156
+