Adding Evaluation Results
#2
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,8 +1,111 @@
|
|
1 |
---
|
2 |
-
library_name: transformers
|
3 |
license: other
|
|
|
4 |
license_name: gemma-terms-of-use
|
5 |
license_link: https://ai.google.dev/gemma/terms
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
---
|
7 |
![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/655dc641accde1bbc8b41aec/xOe1Nb3S9Nb53us7_Ja3s.jpeg)
|
8 |
|
@@ -454,4 +557,17 @@ AI development compared to similarly sized models.
|
|
454 |
|
455 |
Using the benchmark evaluation metrics described in this document, these models
|
456 |
have shown to provide superior performance to other, comparably-sized open model
|
457 |
-
alternatives.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
2 |
license: other
|
3 |
+
library_name: transformers
|
4 |
license_name: gemma-terms-of-use
|
5 |
license_link: https://ai.google.dev/gemma/terms
|
6 |
+
model-index:
|
7 |
+
- name: Gemma-Wukong-2b
|
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: 45.9
|
22 |
+
name: normalized accuracy
|
23 |
+
source:
|
24 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
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: 66.83
|
38 |
+
name: normalized accuracy
|
39 |
+
source:
|
40 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
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: 38.01
|
55 |
+
name: accuracy
|
56 |
+
source:
|
57 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
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: 44.29
|
72 |
+
source:
|
73 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
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: 62.98
|
88 |
+
name: accuracy
|
89 |
+
source:
|
90 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
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: 9.86
|
105 |
+
name: accuracy
|
106 |
+
source:
|
107 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RESMPDEV/Gemma-Wukong-2b
|
108 |
+
name: Open LLM Leaderboard
|
109 |
---
|
110 |
![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/655dc641accde1bbc8b41aec/xOe1Nb3S9Nb53us7_Ja3s.jpeg)
|
111 |
|
|
|
557 |
|
558 |
Using the benchmark evaluation metrics described in this document, these models
|
559 |
have shown to provide superior performance to other, comparably-sized open model
|
560 |
+
alternatives.
|
561 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
562 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_RESMPDEV__Gemma-Wukong-2b)
|
563 |
+
|
564 |
+
| Metric |Value|
|
565 |
+
|---------------------------------|----:|
|
566 |
+
|Avg. |44.64|
|
567 |
+
|AI2 Reasoning Challenge (25-Shot)|45.90|
|
568 |
+
|HellaSwag (10-Shot) |66.83|
|
569 |
+
|MMLU (5-Shot) |38.01|
|
570 |
+
|TruthfulQA (0-shot) |44.29|
|
571 |
+
|Winogrande (5-shot) |62.98|
|
572 |
+
|GSM8k (5-shot) | 9.86|
|
573 |
+
|