Commit
•
51f2f32
1
Parent(s):
b63eb25
Adding Evaluation Results (#1)
Browse files- Adding Evaluation Results (8ff5ae9c5cc7d7f5b1aed719b39ffba8feaac27d)
Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>
README.md
CHANGED
@@ -1,7 +1,110 @@
|
|
1 |
---
|
2 |
-
license: apache-2.0
|
3 |
language:
|
4 |
- en
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
---
|
6 |
|
7 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6585ffb10eeafbd678d4b3fe/TUM9WbSolt9GwCNucF_C6.png)
|
@@ -31,4 +134,17 @@ Westlake-7B's versatility makes it suitable for various applications across diff
|
|
31 |
2. **Education**: Enhance language learning platforms with interactive role-play scenarios to improve students' communication skills and cultural understanding.
|
32 |
3. **Gaming**: Integrate Westlake-7B into game engines for dynamic non-player character interactions or generating unique questlines based on player choices.
|
33 |
4. **Customer Support**: Leverage the model's conversational abilities to create chatbots capable of handling complex queries and providing personalized assistance.
|
34 |
-
5. **Social Media**: Develop applications that generate engaging content such as captions, status updates, or even entire posts tailored to users' preferences and interests.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
2 |
language:
|
3 |
- en
|
4 |
+
license: apache-2.0
|
5 |
+
model-index:
|
6 |
+
- name: Westlake-7B
|
7 |
+
results:
|
8 |
+
- task:
|
9 |
+
type: text-generation
|
10 |
+
name: Text Generation
|
11 |
+
dataset:
|
12 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
13 |
+
type: ai2_arc
|
14 |
+
config: ARC-Challenge
|
15 |
+
split: test
|
16 |
+
args:
|
17 |
+
num_few_shot: 25
|
18 |
+
metrics:
|
19 |
+
- type: acc_norm
|
20 |
+
value: 73.21
|
21 |
+
name: normalized accuracy
|
22 |
+
source:
|
23 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
24 |
+
name: Open LLM Leaderboard
|
25 |
+
- task:
|
26 |
+
type: text-generation
|
27 |
+
name: Text Generation
|
28 |
+
dataset:
|
29 |
+
name: HellaSwag (10-Shot)
|
30 |
+
type: hellaswag
|
31 |
+
split: validation
|
32 |
+
args:
|
33 |
+
num_few_shot: 10
|
34 |
+
metrics:
|
35 |
+
- type: acc_norm
|
36 |
+
value: 88.49
|
37 |
+
name: normalized accuracy
|
38 |
+
source:
|
39 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
40 |
+
name: Open LLM Leaderboard
|
41 |
+
- task:
|
42 |
+
type: text-generation
|
43 |
+
name: Text Generation
|
44 |
+
dataset:
|
45 |
+
name: MMLU (5-Shot)
|
46 |
+
type: cais/mmlu
|
47 |
+
config: all
|
48 |
+
split: test
|
49 |
+
args:
|
50 |
+
num_few_shot: 5
|
51 |
+
metrics:
|
52 |
+
- type: acc
|
53 |
+
value: 64.64
|
54 |
+
name: accuracy
|
55 |
+
source:
|
56 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
57 |
+
name: Open LLM Leaderboard
|
58 |
+
- task:
|
59 |
+
type: text-generation
|
60 |
+
name: Text Generation
|
61 |
+
dataset:
|
62 |
+
name: TruthfulQA (0-shot)
|
63 |
+
type: truthful_qa
|
64 |
+
config: multiple_choice
|
65 |
+
split: validation
|
66 |
+
args:
|
67 |
+
num_few_shot: 0
|
68 |
+
metrics:
|
69 |
+
- type: mc2
|
70 |
+
value: 67.36
|
71 |
+
source:
|
72 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
73 |
+
name: Open LLM Leaderboard
|
74 |
+
- task:
|
75 |
+
type: text-generation
|
76 |
+
name: Text Generation
|
77 |
+
dataset:
|
78 |
+
name: Winogrande (5-shot)
|
79 |
+
type: winogrande
|
80 |
+
config: winogrande_xl
|
81 |
+
split: validation
|
82 |
+
args:
|
83 |
+
num_few_shot: 5
|
84 |
+
metrics:
|
85 |
+
- type: acc
|
86 |
+
value: 86.03
|
87 |
+
name: accuracy
|
88 |
+
source:
|
89 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
90 |
+
name: Open LLM Leaderboard
|
91 |
+
- task:
|
92 |
+
type: text-generation
|
93 |
+
name: Text Generation
|
94 |
+
dataset:
|
95 |
+
name: GSM8k (5-shot)
|
96 |
+
type: gsm8k
|
97 |
+
config: main
|
98 |
+
split: test
|
99 |
+
args:
|
100 |
+
num_few_shot: 5
|
101 |
+
metrics:
|
102 |
+
- type: acc
|
103 |
+
value: 67.17
|
104 |
+
name: accuracy
|
105 |
+
source:
|
106 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=senseable/Westlake-7B
|
107 |
+
name: Open LLM Leaderboard
|
108 |
---
|
109 |
|
110 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6585ffb10eeafbd678d4b3fe/TUM9WbSolt9GwCNucF_C6.png)
|
|
|
134 |
2. **Education**: Enhance language learning platforms with interactive role-play scenarios to improve students' communication skills and cultural understanding.
|
135 |
3. **Gaming**: Integrate Westlake-7B into game engines for dynamic non-player character interactions or generating unique questlines based on player choices.
|
136 |
4. **Customer Support**: Leverage the model's conversational abilities to create chatbots capable of handling complex queries and providing personalized assistance.
|
137 |
+
5. **Social Media**: Develop applications that generate engaging content such as captions, status updates, or even entire posts tailored to users' preferences and interests.
|
138 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
139 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_senseable__Westlake-7B)
|
140 |
+
|
141 |
+
| Metric |Value|
|
142 |
+
|---------------------------------|----:|
|
143 |
+
|Avg. |74.48|
|
144 |
+
|AI2 Reasoning Challenge (25-Shot)|73.21|
|
145 |
+
|HellaSwag (10-Shot) |88.49|
|
146 |
+
|MMLU (5-Shot) |64.64|
|
147 |
+
|TruthfulQA (0-shot) |67.36|
|
148 |
+
|Winogrande (5-shot) |86.03|
|
149 |
+
|GSM8k (5-shot) |67.17|
|
150 |
+
|