Adding the Open Portuguese LLM Leaderboard Evaluation Results
#3
by
leaderboard-pt-pr-bot
- opened
README.md
CHANGED
@@ -1,14 +1,161 @@
|
|
1 |
---
|
|
|
|
|
|
|
|
|
2 |
base_model:
|
3 |
- anthracite-forge/magnum-v3-27b-kto-r3
|
4 |
- anthracite-forge/magnum-v3-27b-KTO-e1-r2
|
5 |
- anthracite-forge/magnum-v3-27b-KTO-e0.25-r1
|
6 |
- IntervitensInc/gemma-2-27b-chatml
|
7 |
-
library_name: transformers
|
8 |
-
license: gemma
|
9 |
pipeline_tag: text-generation
|
10 |
-
|
11 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/658a46cbfb9c2bdfae75b3a6/GKpV5mwmnHFR6wIwTa91z.png)
|
@@ -154,3 +301,22 @@ The training was done for 2 epochs. We used 8x[H100s](https://www.nvidia.com/en
|
|
154 |
|
155 |
## Safety
|
156 |
...
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
license: gemma
|
3 |
+
library_name: transformers
|
4 |
+
tags:
|
5 |
+
- gemma-2
|
6 |
base_model:
|
7 |
- anthracite-forge/magnum-v3-27b-kto-r3
|
8 |
- anthracite-forge/magnum-v3-27b-KTO-e1-r2
|
9 |
- anthracite-forge/magnum-v3-27b-KTO-e0.25-r1
|
10 |
- IntervitensInc/gemma-2-27b-chatml
|
|
|
|
|
11 |
pipeline_tag: text-generation
|
12 |
+
model-index:
|
13 |
+
- name: magnum-v3-27b-kto
|
14 |
+
results:
|
15 |
+
- task:
|
16 |
+
type: text-generation
|
17 |
+
name: Text Generation
|
18 |
+
dataset:
|
19 |
+
name: ENEM Challenge (No Images)
|
20 |
+
type: eduagarcia/enem_challenge
|
21 |
+
split: train
|
22 |
+
args:
|
23 |
+
num_few_shot: 3
|
24 |
+
metrics:
|
25 |
+
- type: acc
|
26 |
+
value: 74.88
|
27 |
+
name: accuracy
|
28 |
+
source:
|
29 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
30 |
+
name: Open Portuguese LLM Leaderboard
|
31 |
+
- task:
|
32 |
+
type: text-generation
|
33 |
+
name: Text Generation
|
34 |
+
dataset:
|
35 |
+
name: BLUEX (No Images)
|
36 |
+
type: eduagarcia-temp/BLUEX_without_images
|
37 |
+
split: train
|
38 |
+
args:
|
39 |
+
num_few_shot: 3
|
40 |
+
metrics:
|
41 |
+
- type: acc
|
42 |
+
value: 64.67
|
43 |
+
name: accuracy
|
44 |
+
source:
|
45 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
46 |
+
name: Open Portuguese LLM Leaderboard
|
47 |
+
- task:
|
48 |
+
type: text-generation
|
49 |
+
name: Text Generation
|
50 |
+
dataset:
|
51 |
+
name: OAB Exams
|
52 |
+
type: eduagarcia/oab_exams
|
53 |
+
split: train
|
54 |
+
args:
|
55 |
+
num_few_shot: 3
|
56 |
+
metrics:
|
57 |
+
- type: acc
|
58 |
+
value: 56.36
|
59 |
+
name: accuracy
|
60 |
+
source:
|
61 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
62 |
+
name: Open Portuguese LLM Leaderboard
|
63 |
+
- task:
|
64 |
+
type: text-generation
|
65 |
+
name: Text Generation
|
66 |
+
dataset:
|
67 |
+
name: Assin2 RTE
|
68 |
+
type: assin2
|
69 |
+
split: test
|
70 |
+
args:
|
71 |
+
num_few_shot: 15
|
72 |
+
metrics:
|
73 |
+
- type: f1_macro
|
74 |
+
value: 92.35
|
75 |
+
name: f1-macro
|
76 |
+
source:
|
77 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
78 |
+
name: Open Portuguese LLM Leaderboard
|
79 |
+
- task:
|
80 |
+
type: text-generation
|
81 |
+
name: Text Generation
|
82 |
+
dataset:
|
83 |
+
name: Assin2 STS
|
84 |
+
type: eduagarcia/portuguese_benchmark
|
85 |
+
split: test
|
86 |
+
args:
|
87 |
+
num_few_shot: 15
|
88 |
+
metrics:
|
89 |
+
- type: pearson
|
90 |
+
value: 80.24
|
91 |
+
name: pearson
|
92 |
+
source:
|
93 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
94 |
+
name: Open Portuguese LLM Leaderboard
|
95 |
+
- task:
|
96 |
+
type: text-generation
|
97 |
+
name: Text Generation
|
98 |
+
dataset:
|
99 |
+
name: FaQuAD NLI
|
100 |
+
type: ruanchaves/faquad-nli
|
101 |
+
split: test
|
102 |
+
args:
|
103 |
+
num_few_shot: 15
|
104 |
+
metrics:
|
105 |
+
- type: f1_macro
|
106 |
+
value: 73.61
|
107 |
+
name: f1-macro
|
108 |
+
source:
|
109 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
110 |
+
name: Open Portuguese LLM Leaderboard
|
111 |
+
- task:
|
112 |
+
type: text-generation
|
113 |
+
name: Text Generation
|
114 |
+
dataset:
|
115 |
+
name: HateBR Binary
|
116 |
+
type: ruanchaves/hatebr
|
117 |
+
split: test
|
118 |
+
args:
|
119 |
+
num_few_shot: 25
|
120 |
+
metrics:
|
121 |
+
- type: f1_macro
|
122 |
+
value: 75.97
|
123 |
+
name: f1-macro
|
124 |
+
source:
|
125 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
126 |
+
name: Open Portuguese LLM Leaderboard
|
127 |
+
- task:
|
128 |
+
type: text-generation
|
129 |
+
name: Text Generation
|
130 |
+
dataset:
|
131 |
+
name: PT Hate Speech Binary
|
132 |
+
type: hate_speech_portuguese
|
133 |
+
split: test
|
134 |
+
args:
|
135 |
+
num_few_shot: 25
|
136 |
+
metrics:
|
137 |
+
- type: f1_macro
|
138 |
+
value: 71.35
|
139 |
+
name: f1-macro
|
140 |
+
source:
|
141 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
142 |
+
name: Open Portuguese LLM Leaderboard
|
143 |
+
- task:
|
144 |
+
type: text-generation
|
145 |
+
name: Text Generation
|
146 |
+
dataset:
|
147 |
+
name: tweetSentBR
|
148 |
+
type: eduagarcia/tweetsentbr_fewshot
|
149 |
+
split: test
|
150 |
+
args:
|
151 |
+
num_few_shot: 25
|
152 |
+
metrics:
|
153 |
+
- type: f1_macro
|
154 |
+
value: 68.8
|
155 |
+
name: f1-macro
|
156 |
+
source:
|
157 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=anthracite-org/magnum-v3-27b-kto
|
158 |
+
name: Open Portuguese LLM Leaderboard
|
159 |
---
|
160 |
|
161 |
![image/png](https://cdn-uploads.huggingface.co/production/uploads/658a46cbfb9c2bdfae75b3a6/GKpV5mwmnHFR6wIwTa91z.png)
|
|
|
301 |
|
302 |
## Safety
|
303 |
...
|
304 |
+
|
305 |
+
|
306 |
+
# Open Portuguese LLM Leaderboard Evaluation Results
|
307 |
+
|
308 |
+
Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/anthracite-org/magnum-v3-27b-kto) and on the [π Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
|
309 |
+
|
310 |
+
| Metric | Value |
|
311 |
+
|--------------------------|---------|
|
312 |
+
|Average |**73.14**|
|
313 |
+
|ENEM Challenge (No Images)| 74.88|
|
314 |
+
|BLUEX (No Images) | 64.67|
|
315 |
+
|OAB Exams | 56.36|
|
316 |
+
|Assin2 RTE | 92.35|
|
317 |
+
|Assin2 STS | 80.24|
|
318 |
+
|FaQuAD NLI | 73.61|
|
319 |
+
|HateBR Binary | 75.97|
|
320 |
+
|PT Hate Speech Binary | 71.35|
|
321 |
+
|tweetSentBR | 68.80|
|
322 |
+
|