Adding the Open Portuguese LLM Leaderboard Evaluation Results
#1
by
leaderboard-pt-pr-bot
- opened
README.md
CHANGED
@@ -1,19 +1,140 @@
|
|
1 |
---
|
2 |
language:
|
3 |
-
|
4 |
-
|
5 |
license: cc
|
6 |
tags:
|
7 |
-
|
8 |
-
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
base_model: Qwen/Qwen1.5-14B-Chat
|
16 |
pipeline_tag: text-generation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
---
|
18 |
# Cabra Qwen 14b
|
19 |
<img src="https://uploads-ssl.webflow.com/65f77c0240ae1c68f8192771/660b1a4de37e3389b7220262_cabra3.png" width="400" height="400">
|
@@ -161,3 +282,20 @@ O modelo é destinado, por agora, a fins de pesquisa. As áreas e tarefas de pes
|
|
161 |
| | | exam_id__2014-15 | 3 | acc | 0.5897 | ± 0.0323 |
|
162 |
| portuguese_hate_speech_binary | 1.0 | all | 25 | f1_macro | 0.7180 | ± 0.0115 |
|
163 |
| | | all | 25 | acc | 0.7462 | ± 0.0106 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
language:
|
3 |
+
- pt
|
4 |
+
- en
|
5 |
license: cc
|
6 |
tags:
|
7 |
+
- text-generation-inference
|
8 |
+
- transformers
|
9 |
+
- qwen
|
10 |
+
- gguf
|
11 |
+
- brazil
|
12 |
+
- brasil
|
13 |
+
- 14b
|
14 |
+
- portuguese
|
15 |
base_model: Qwen/Qwen1.5-14B-Chat
|
16 |
pipeline_tag: text-generation
|
17 |
+
model-index:
|
18 |
+
- name: CabraQwen14b
|
19 |
+
results:
|
20 |
+
- task:
|
21 |
+
type: text-generation
|
22 |
+
name: Text Generation
|
23 |
+
dataset:
|
24 |
+
name: ENEM Challenge (No Images)
|
25 |
+
type: eduagarcia/enem_challenge
|
26 |
+
split: train
|
27 |
+
args:
|
28 |
+
num_few_shot: 3
|
29 |
+
metrics:
|
30 |
+
- type: acc
|
31 |
+
value: 75.16
|
32 |
+
name: accuracy
|
33 |
+
source:
|
34 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
35 |
+
name: Open Portuguese LLM Leaderboard
|
36 |
+
- task:
|
37 |
+
type: text-generation
|
38 |
+
name: Text Generation
|
39 |
+
dataset:
|
40 |
+
name: BLUEX (No Images)
|
41 |
+
type: eduagarcia-temp/BLUEX_without_images
|
42 |
+
split: train
|
43 |
+
args:
|
44 |
+
num_few_shot: 3
|
45 |
+
metrics:
|
46 |
+
- type: acc
|
47 |
+
value: 60.78
|
48 |
+
name: accuracy
|
49 |
+
source:
|
50 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
51 |
+
name: Open Portuguese LLM Leaderboard
|
52 |
+
- task:
|
53 |
+
type: text-generation
|
54 |
+
name: Text Generation
|
55 |
+
dataset:
|
56 |
+
name: OAB Exams
|
57 |
+
type: eduagarcia/oab_exams
|
58 |
+
split: train
|
59 |
+
args:
|
60 |
+
num_few_shot: 3
|
61 |
+
metrics:
|
62 |
+
- type: acc
|
63 |
+
value: 49.89
|
64 |
+
name: accuracy
|
65 |
+
source:
|
66 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
67 |
+
name: Open Portuguese LLM Leaderboard
|
68 |
+
- task:
|
69 |
+
type: text-generation
|
70 |
+
name: Text Generation
|
71 |
+
dataset:
|
72 |
+
name: Assin2 RTE
|
73 |
+
type: assin2
|
74 |
+
split: test
|
75 |
+
args:
|
76 |
+
num_few_shot: 15
|
77 |
+
metrics:
|
78 |
+
- type: f1_macro
|
79 |
+
value: 91.42
|
80 |
+
name: f1-macro
|
81 |
+
- type: pearson
|
82 |
+
value: 80.85
|
83 |
+
name: pearson
|
84 |
+
source:
|
85 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
86 |
+
name: Open Portuguese LLM Leaderboard
|
87 |
+
- task:
|
88 |
+
type: text-generation
|
89 |
+
name: Text Generation
|
90 |
+
dataset:
|
91 |
+
name: FaQuAD NLI
|
92 |
+
type: ruanchaves/faquad-nli
|
93 |
+
split: test
|
94 |
+
args:
|
95 |
+
num_few_shot: 15
|
96 |
+
metrics:
|
97 |
+
- type: f1_macro
|
98 |
+
value: 46.05
|
99 |
+
name: f1-macro
|
100 |
+
source:
|
101 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
102 |
+
name: Open Portuguese LLM Leaderboard
|
103 |
+
- task:
|
104 |
+
type: text-generation
|
105 |
+
name: Text Generation
|
106 |
+
dataset:
|
107 |
+
name: HateBR Binary
|
108 |
+
type: eduagarcia/portuguese_benchmark
|
109 |
+
split: test
|
110 |
+
args:
|
111 |
+
num_few_shot: 25
|
112 |
+
metrics:
|
113 |
+
- type: f1_macro
|
114 |
+
value: 79.32
|
115 |
+
name: f1-macro
|
116 |
+
- type: f1_macro
|
117 |
+
value: 71.8
|
118 |
+
name: f1-macro
|
119 |
+
source:
|
120 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
121 |
+
name: Open Portuguese LLM Leaderboard
|
122 |
+
- task:
|
123 |
+
type: text-generation
|
124 |
+
name: Text Generation
|
125 |
+
dataset:
|
126 |
+
name: tweetSentBR
|
127 |
+
type: eduagarcia-temp/tweetsentbr
|
128 |
+
split: test
|
129 |
+
args:
|
130 |
+
num_few_shot: 25
|
131 |
+
metrics:
|
132 |
+
- type: f1_macro
|
133 |
+
value: 62.65
|
134 |
+
name: f1-macro
|
135 |
+
source:
|
136 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=nicolasdec/CabraQwen14b
|
137 |
+
name: Open Portuguese LLM Leaderboard
|
138 |
---
|
139 |
# Cabra Qwen 14b
|
140 |
<img src="https://uploads-ssl.webflow.com/65f77c0240ae1c68f8192771/660b1a4de37e3389b7220262_cabra3.png" width="400" height="400">
|
|
|
282 |
| | | exam_id__2014-15 | 3 | acc | 0.5897 | ± 0.0323 |
|
283 |
| portuguese_hate_speech_binary | 1.0 | all | 25 | f1_macro | 0.7180 | ± 0.0115 |
|
284 |
| | | all | 25 | acc | 0.7462 | ± 0.0106 |
|
285 |
+
|
286 |
+
# [Open Portuguese LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
|
287 |
+
Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/nicolasdec/CabraQwen14b)
|
288 |
+
|
289 |
+
| Metric | Value |
|
290 |
+
|--------------------------|---------|
|
291 |
+
|Average |**68.66**|
|
292 |
+
|ENEM Challenge (No Images)| 75.16|
|
293 |
+
|BLUEX (No Images) | 60.78|
|
294 |
+
|OAB Exams | 49.89|
|
295 |
+
|Assin2 RTE | 91.42|
|
296 |
+
|Assin2 STS | 80.85|
|
297 |
+
|FaQuAD NLI | 46.05|
|
298 |
+
|HateBR Binary | 79.32|
|
299 |
+
|PT Hate Speech Binary | 71.80|
|
300 |
+
|tweetSentBR | 62.65|
|
301 |
+
|