Hugging Face's logo

NeuralNovel
/
Mistral-7B-Instruct-v0.2-Neural-Story

Text Generation
Transformers
Safetensors
English
mistral
conversational
Eval Results
text-generation-inference
Model card Files Community
3

Adding Evaluation Results

#3
by leaderboard-pr-bot - opened
base: refs/heads/main
←
from: refs/pr/3
Discussion Files changed
+121
-5
Files changed (1) hide show
  1. README.md +121 -5
README.md CHANGED
@@ -1,12 +1,115 @@
1
  ---
 
 
2
  license: apache-2.0
3
- base_model: mistralai/Mistral-7B-Instruct-v0.2
4
  datasets:
5
  - NeuralNovel/Neural-Story-v1
6
- library_name: transformers
7
  inference: false
8
- language:
9
- - en
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  ---
11
 
12
  ![Neural-Story](https://i.ibb.co/JFRYk6g/OIG-27.jpg)
@@ -66,4 +169,17 @@ While the Neural-Story-v0.1 dataset serves as an excellent starting point for te
66
 
67
  ```
68
 
69
- *Sincere appreciation to Techmind for their generous sponsorship.*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ language:
3
+ - en
4
  license: apache-2.0
5
+ library_name: transformers
6
  datasets:
7
  - NeuralNovel/Neural-Story-v1
8
+ base_model: mistralai/Mistral-7B-Instruct-v0.2
9
  inference: false
10
+ model-index:
11
+ - name: Mistral-7B-Instruct-v0.2-Neural-Story
12
+ results:
13
+ - task:
14
+ type: text-generation
15
+ name: Text Generation
16
+ dataset:
17
+ name: AI2 Reasoning Challenge (25-Shot)
18
+ type: ai2_arc
19
+ config: ARC-Challenge
20
+ split: test
21
+ args:
22
+ num_few_shot: 25
23
+ metrics:
24
+ - type: acc_norm
25
+ value: 64.08
26
+ name: normalized accuracy
27
+ source:
28
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
29
+ name: Open LLM Leaderboard
30
+ - task:
31
+ type: text-generation
32
+ name: Text Generation
33
+ dataset:
34
+ name: HellaSwag (10-Shot)
35
+ type: hellaswag
36
+ split: validation
37
+ args:
38
+ num_few_shot: 10
39
+ metrics:
40
+ - type: acc_norm
41
+ value: 83.97
42
+ name: normalized accuracy
43
+ source:
44
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
45
+ name: Open LLM Leaderboard
46
+ - task:
47
+ type: text-generation
48
+ name: Text Generation
49
+ dataset:
50
+ name: MMLU (5-Shot)
51
+ type: cais/mmlu
52
+ config: all
53
+ split: test
54
+ args:
55
+ num_few_shot: 5
56
+ metrics:
57
+ - type: acc
58
+ value: 60.67
59
+ name: accuracy
60
+ source:
61
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
62
+ name: Open LLM Leaderboard
63
+ - task:
64
+ type: text-generation
65
+ name: Text Generation
66
+ dataset:
67
+ name: TruthfulQA (0-shot)
68
+ type: truthful_qa
69
+ config: multiple_choice
70
+ split: validation
71
+ args:
72
+ num_few_shot: 0
73
+ metrics:
74
+ - type: mc2
75
+ value: 66.89
76
+ source:
77
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
78
+ name: Open LLM Leaderboard
79
+ - task:
80
+ type: text-generation
81
+ name: Text Generation
82
+ dataset:
83
+ name: Winogrande (5-shot)
84
+ type: winogrande
85
+ config: winogrande_xl
86
+ split: validation
87
+ args:
88
+ num_few_shot: 5
89
+ metrics:
90
+ - type: acc
91
+ value: 75.85
92
+ name: accuracy
93
+ source:
94
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
95
+ name: Open LLM Leaderboard
96
+ - task:
97
+ type: text-generation
98
+ name: Text Generation
99
+ dataset:
100
+ name: GSM8k (5-shot)
101
+ type: gsm8k
102
+ config: main
103
+ split: test
104
+ args:
105
+ num_few_shot: 5
106
+ metrics:
107
+ - type: acc
108
+ value: 38.29
109
+ name: accuracy
110
+ source:
111
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story
112
+ name: Open LLM Leaderboard
113
  ---
114
 
115
  ![Neural-Story](https://i.ibb.co/JFRYk6g/OIG-27.jpg)
 
169
 
170
  ```
171
 
172
+ *Sincere appreciation to Techmind for their generous sponsorship.*
173
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
174
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_NeuralNovel__Mistral-7B-Instruct-v0.2-Neural-Story)
175
+
176
+ | Metric |Value|
177
+ |---------------------------------|----:|
178
+ |Avg. |64.96|
179
+ |AI2 Reasoning Challenge (25-Shot)|64.08|
180
+ |HellaSwag (10-Shot) |83.97|
181
+ |MMLU (5-Shot) |60.67|
182
+ |TruthfulQA (0-shot) |66.89|
183
+ |Winogrande (5-shot) |75.85|
184
+ |GSM8k (5-shot) |38.29|
185
+