Adding the Open Portuguese LLM Leaderboard Evaluation Results
#12
by
leaderboard-pt-pr-bot
- opened
README.md
CHANGED
@@ -1,16 +1,163 @@
|
|
1 |
---
|
2 |
-
license: other
|
3 |
-
license_name: glm-4
|
4 |
-
license_link: https://huggingface.co/THUDM/glm-4-9b/main/LICENSE
|
5 |
language:
|
6 |
- zh
|
7 |
- en
|
|
|
8 |
tags:
|
9 |
- glm
|
10 |
- chatglm
|
11 |
- thudm
|
|
|
|
|
12 |
inference: false
|
13 |
pipeline_tag: text-generation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
14 |
---
|
15 |
|
16 |
# GLM-4-9B
|
@@ -58,4 +205,23 @@ GLM-4 模型的权重的使用则需要遵循 [LICENSE](LICENSE)。
|
|
58 |
archivePrefix={arXiv},
|
59 |
primaryClass={id='cs.CL' full_name='Computation and Language' is_active=True alt_name='cmp-lg' in_archive='cs' is_general=False description='Covers natural language processing. Roughly includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area.'}
|
60 |
}
|
61 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
|
|
|
|
2 |
language:
|
3 |
- zh
|
4 |
- en
|
5 |
+
license: other
|
6 |
tags:
|
7 |
- glm
|
8 |
- chatglm
|
9 |
- thudm
|
10 |
+
license_name: glm-4
|
11 |
+
license_link: https://huggingface.co/THUDM/glm-4-9b/main/LICENSE
|
12 |
inference: false
|
13 |
pipeline_tag: text-generation
|
14 |
+
model-index:
|
15 |
+
- name: glm-4-9b
|
16 |
+
results:
|
17 |
+
- task:
|
18 |
+
type: text-generation
|
19 |
+
name: Text Generation
|
20 |
+
dataset:
|
21 |
+
name: ENEM Challenge (No Images)
|
22 |
+
type: eduagarcia/enem_challenge
|
23 |
+
split: train
|
24 |
+
args:
|
25 |
+
num_few_shot: 3
|
26 |
+
metrics:
|
27 |
+
- type: acc
|
28 |
+
value: 73.27
|
29 |
+
name: accuracy
|
30 |
+
source:
|
31 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
32 |
+
name: Open Portuguese LLM Leaderboard
|
33 |
+
- task:
|
34 |
+
type: text-generation
|
35 |
+
name: Text Generation
|
36 |
+
dataset:
|
37 |
+
name: BLUEX (No Images)
|
38 |
+
type: eduagarcia-temp/BLUEX_without_images
|
39 |
+
split: train
|
40 |
+
args:
|
41 |
+
num_few_shot: 3
|
42 |
+
metrics:
|
43 |
+
- type: acc
|
44 |
+
value: 64.53
|
45 |
+
name: accuracy
|
46 |
+
source:
|
47 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
48 |
+
name: Open Portuguese LLM Leaderboard
|
49 |
+
- task:
|
50 |
+
type: text-generation
|
51 |
+
name: Text Generation
|
52 |
+
dataset:
|
53 |
+
name: OAB Exams
|
54 |
+
type: eduagarcia/oab_exams
|
55 |
+
split: train
|
56 |
+
args:
|
57 |
+
num_few_shot: 3
|
58 |
+
metrics:
|
59 |
+
- type: acc
|
60 |
+
value: 55.95
|
61 |
+
name: accuracy
|
62 |
+
source:
|
63 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
64 |
+
name: Open Portuguese LLM Leaderboard
|
65 |
+
- task:
|
66 |
+
type: text-generation
|
67 |
+
name: Text Generation
|
68 |
+
dataset:
|
69 |
+
name: Assin2 RTE
|
70 |
+
type: assin2
|
71 |
+
split: test
|
72 |
+
args:
|
73 |
+
num_few_shot: 15
|
74 |
+
metrics:
|
75 |
+
- type: f1_macro
|
76 |
+
value: 93.34
|
77 |
+
name: f1-macro
|
78 |
+
source:
|
79 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
80 |
+
name: Open Portuguese LLM Leaderboard
|
81 |
+
- task:
|
82 |
+
type: text-generation
|
83 |
+
name: Text Generation
|
84 |
+
dataset:
|
85 |
+
name: Assin2 STS
|
86 |
+
type: eduagarcia/portuguese_benchmark
|
87 |
+
split: test
|
88 |
+
args:
|
89 |
+
num_few_shot: 15
|
90 |
+
metrics:
|
91 |
+
- type: pearson
|
92 |
+
value: 81.29
|
93 |
+
name: pearson
|
94 |
+
source:
|
95 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
96 |
+
name: Open Portuguese LLM Leaderboard
|
97 |
+
- task:
|
98 |
+
type: text-generation
|
99 |
+
name: Text Generation
|
100 |
+
dataset:
|
101 |
+
name: FaQuAD NLI
|
102 |
+
type: ruanchaves/faquad-nli
|
103 |
+
split: test
|
104 |
+
args:
|
105 |
+
num_few_shot: 15
|
106 |
+
metrics:
|
107 |
+
- type: f1_macro
|
108 |
+
value: 83.14
|
109 |
+
name: f1-macro
|
110 |
+
source:
|
111 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
112 |
+
name: Open Portuguese LLM Leaderboard
|
113 |
+
- task:
|
114 |
+
type: text-generation
|
115 |
+
name: Text Generation
|
116 |
+
dataset:
|
117 |
+
name: HateBR Binary
|
118 |
+
type: ruanchaves/hatebr
|
119 |
+
split: test
|
120 |
+
args:
|
121 |
+
num_few_shot: 25
|
122 |
+
metrics:
|
123 |
+
- type: f1_macro
|
124 |
+
value: 81.1
|
125 |
+
name: f1-macro
|
126 |
+
source:
|
127 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
128 |
+
name: Open Portuguese LLM Leaderboard
|
129 |
+
- task:
|
130 |
+
type: text-generation
|
131 |
+
name: Text Generation
|
132 |
+
dataset:
|
133 |
+
name: PT Hate Speech Binary
|
134 |
+
type: hate_speech_portuguese
|
135 |
+
split: test
|
136 |
+
args:
|
137 |
+
num_few_shot: 25
|
138 |
+
metrics:
|
139 |
+
- type: f1_macro
|
140 |
+
value: 70.87
|
141 |
+
name: f1-macro
|
142 |
+
source:
|
143 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
144 |
+
name: Open Portuguese LLM Leaderboard
|
145 |
+
- task:
|
146 |
+
type: text-generation
|
147 |
+
name: Text Generation
|
148 |
+
dataset:
|
149 |
+
name: tweetSentBR
|
150 |
+
type: eduagarcia/tweetsentbr_fewshot
|
151 |
+
split: test
|
152 |
+
args:
|
153 |
+
num_few_shot: 25
|
154 |
+
metrics:
|
155 |
+
- type: f1_macro
|
156 |
+
value: 73.03
|
157 |
+
name: f1-macro
|
158 |
+
source:
|
159 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=THUDM/glm-4-9b
|
160 |
+
name: Open Portuguese LLM Leaderboard
|
161 |
---
|
162 |
|
163 |
# GLM-4-9B
|
|
|
205 |
archivePrefix={arXiv},
|
206 |
primaryClass={id='cs.CL' full_name='Computation and Language' is_active=True alt_name='cmp-lg' in_archive='cs' is_general=False description='Covers natural language processing. Roughly includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area.'}
|
207 |
}
|
208 |
+
```
|
209 |
+
|
210 |
+
|
211 |
+
# Open Portuguese LLM Leaderboard Evaluation Results
|
212 |
+
|
213 |
+
Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/THUDM/glm-4-9b) and on the [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
|
214 |
+
|
215 |
+
| Metric | Value |
|
216 |
+
|--------------------------|---------|
|
217 |
+
|Average |**75.17**|
|
218 |
+
|ENEM Challenge (No Images)| 73.27|
|
219 |
+
|BLUEX (No Images) | 64.53|
|
220 |
+
|OAB Exams | 55.95|
|
221 |
+
|Assin2 RTE | 93.34|
|
222 |
+
|Assin2 STS | 81.29|
|
223 |
+
|FaQuAD NLI | 83.14|
|
224 |
+
|HateBR Binary | 81.10|
|
225 |
+
|PT Hate Speech Binary | 70.87|
|
226 |
+
|tweetSentBR | 73.03|
|
227 |
+
|