Commit
fe36c95
1 Parent(s): ea30539

Adding the Open Portuguese LLM Leaderboard Evaluation Results (#1)

Browse files

- Adding the Open Portuguese LLM Leaderboard Evaluation Results (014f64b5dae3bf4bb5e11f18942cae86a08d02d1)


Co-authored-by: Open PT LLM Leaderboard PR Bot <[email protected]>

Files changed (1) hide show
  1. README.md +165 -1
README.md CHANGED
@@ -12,7 +12,153 @@ tags:
12
  - brazil
13
  - brasil
14
  - portuguese
15
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16
  ---
17
  # BotBot Cabra Mixtral 8x7b
18
 
@@ -46,3 +192,21 @@ O modelo é destinado, por agora, a fins de pesquisa. As áreas e tarefas de pes
46
 
47
  ### Evals
48
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12
  - brazil
13
  - brasil
14
  - portuguese
15
+ model-index:
16
+ - name: CabraMixtral-8x7b
17
+ results:
18
+ - task:
19
+ type: text-generation
20
+ name: Text Generation
21
+ dataset:
22
+ name: ENEM Challenge (No Images)
23
+ type: eduagarcia/enem_challenge
24
+ split: train
25
+ args:
26
+ num_few_shot: 3
27
+ metrics:
28
+ - type: acc
29
+ value: 78.17
30
+ name: accuracy
31
+ source:
32
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
33
+ name: Open Portuguese LLM Leaderboard
34
+ - task:
35
+ type: text-generation
36
+ name: Text Generation
37
+ dataset:
38
+ name: BLUEX (No Images)
39
+ type: eduagarcia-temp/BLUEX_without_images
40
+ split: train
41
+ args:
42
+ num_few_shot: 3
43
+ metrics:
44
+ - type: acc
45
+ value: 64.12
46
+ name: accuracy
47
+ source:
48
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
49
+ name: Open Portuguese LLM Leaderboard
50
+ - task:
51
+ type: text-generation
52
+ name: Text Generation
53
+ dataset:
54
+ name: OAB Exams
55
+ type: eduagarcia/oab_exams
56
+ split: train
57
+ args:
58
+ num_few_shot: 3
59
+ metrics:
60
+ - type: acc
61
+ value: 55.49
62
+ name: accuracy
63
+ source:
64
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
65
+ name: Open Portuguese LLM Leaderboard
66
+ - task:
67
+ type: text-generation
68
+ name: Text Generation
69
+ dataset:
70
+ name: Assin2 RTE
71
+ type: assin2
72
+ split: test
73
+ args:
74
+ num_few_shot: 15
75
+ metrics:
76
+ - type: f1_macro
77
+ value: 90.95
78
+ name: f1-macro
79
+ source:
80
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
81
+ name: Open Portuguese LLM Leaderboard
82
+ - task:
83
+ type: text-generation
84
+ name: Text Generation
85
+ dataset:
86
+ name: Assin2 STS
87
+ type: eduagarcia/portuguese_benchmark
88
+ split: test
89
+ args:
90
+ num_few_shot: 15
91
+ metrics:
92
+ - type: pearson
93
+ value: 77.63
94
+ name: pearson
95
+ source:
96
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
97
+ name: Open Portuguese LLM Leaderboard
98
+ - task:
99
+ type: text-generation
100
+ name: Text Generation
101
+ dataset:
102
+ name: FaQuAD NLI
103
+ type: ruanchaves/faquad-nli
104
+ split: test
105
+ args:
106
+ num_few_shot: 15
107
+ metrics:
108
+ - type: f1_macro
109
+ value: 78.93
110
+ name: f1-macro
111
+ source:
112
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
113
+ name: Open Portuguese LLM Leaderboard
114
+ - task:
115
+ type: text-generation
116
+ name: Text Generation
117
+ dataset:
118
+ name: HateBR Binary
119
+ type: ruanchaves/hatebr
120
+ split: test
121
+ args:
122
+ num_few_shot: 25
123
+ metrics:
124
+ - type: f1_macro
125
+ value: 78.0
126
+ name: f1-macro
127
+ source:
128
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
129
+ name: Open Portuguese LLM Leaderboard
130
+ - task:
131
+ type: text-generation
132
+ name: Text Generation
133
+ dataset:
134
+ name: PT Hate Speech Binary
135
+ type: hate_speech_portuguese
136
+ split: test
137
+ args:
138
+ num_few_shot: 25
139
+ metrics:
140
+ - type: f1_macro
141
+ value: 69.54
142
+ name: f1-macro
143
+ source:
144
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
145
+ name: Open Portuguese LLM Leaderboard
146
+ - task:
147
+ type: text-generation
148
+ name: Text Generation
149
+ dataset:
150
+ name: tweetSentBR
151
+ type: eduagarcia/tweetsentbr_fewshot
152
+ split: test
153
+ args:
154
+ num_few_shot: 25
155
+ metrics:
156
+ - type: f1_macro
157
+ value: 72.83
158
+ name: f1-macro
159
+ source:
160
+ url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=botbot-ai/CabraMixtral-8x7b
161
+ name: Open Portuguese LLM Leaderboard
162
  ---
163
  # BotBot Cabra Mixtral 8x7b
164
 
 
192
 
193
  ### Evals
194
 
195
+
196
+ # Open Portuguese LLM Leaderboard Evaluation Results
197
+
198
+ Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/botbot-ai/CabraMixtral-8x7b) and on the [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
199
+
200
+ | Metric | Value |
201
+ |--------------------------|---------|
202
+ |Average |**73.96**|
203
+ |ENEM Challenge (No Images)| 78.17|
204
+ |BLUEX (No Images) | 64.12|
205
+ |OAB Exams | 55.49|
206
+ |Assin2 RTE | 90.95|
207
+ |Assin2 STS | 77.63|
208
+ |FaQuAD NLI | 78.93|
209
+ |HateBR Binary | 78|
210
+ |PT Hate Speech Binary | 69.54|
211
+ |tweetSentBR | 72.83|
212
+