Adding Evaluation Results
#1
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,11 +1,106 @@
|
|
1 |
---
|
|
|
2 |
library_name: transformers
|
3 |
base_model:
|
4 |
-
|
5 |
datasets:
|
6 |
- jondurbin/truthy-dpo-v0.1
|
7 |
- kyujinpy/orca_math_dpo
|
8 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
---
|
10 |
|
11 |
![image/png](https://huggingface.co/nbeerbower/bophades-mistral-7B/resolve/main/bophades.png)
|
@@ -18,4 +113,17 @@ license: apache-2.0
|
|
18 |
|
19 |
Finetuned using an A100 on Google Colab for 1 epoch.
|
20 |
|
21 |
-
[Fine-tune Llama 3 with ORPO](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
license: apache-2.0
|
3 |
library_name: transformers
|
4 |
base_model:
|
5 |
+
- mistralai/Mistral-Nemo-Instruct-2407
|
6 |
datasets:
|
7 |
- jondurbin/truthy-dpo-v0.1
|
8 |
- kyujinpy/orca_math_dpo
|
9 |
+
model-index:
|
10 |
+
- name: mistral-nemo-bophades-12B
|
11 |
+
results:
|
12 |
+
- task:
|
13 |
+
type: text-generation
|
14 |
+
name: Text Generation
|
15 |
+
dataset:
|
16 |
+
name: IFEval (0-Shot)
|
17 |
+
type: HuggingFaceH4/ifeval
|
18 |
+
args:
|
19 |
+
num_few_shot: 0
|
20 |
+
metrics:
|
21 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
22 |
+
value: 67.94
|
23 |
+
name: strict accuracy
|
24 |
+
source:
|
25 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
26 |
+
name: Open LLM Leaderboard
|
27 |
+
- task:
|
28 |
+
type: text-generation
|
29 |
+
name: Text Generation
|
30 |
+
dataset:
|
31 |
+
name: BBH (3-Shot)
|
32 |
+
type: BBH
|
33 |
+
args:
|
34 |
+
num_few_shot: 3
|
35 |
+
metrics:
|
36 |
+
- type: acc_norm
|
37 |
+
value: 29.54
|
38 |
+
name: normalized accuracy
|
39 |
+
source:
|
40 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
41 |
+
name: Open LLM Leaderboard
|
42 |
+
- task:
|
43 |
+
type: text-generation
|
44 |
+
name: Text Generation
|
45 |
+
dataset:
|
46 |
+
name: MATH Lvl 5 (4-Shot)
|
47 |
+
type: hendrycks/competition_math
|
48 |
+
args:
|
49 |
+
num_few_shot: 4
|
50 |
+
metrics:
|
51 |
+
- type: exact_match
|
52 |
+
value: 6.27
|
53 |
+
name: exact match
|
54 |
+
source:
|
55 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
56 |
+
name: Open LLM Leaderboard
|
57 |
+
- task:
|
58 |
+
type: text-generation
|
59 |
+
name: Text Generation
|
60 |
+
dataset:
|
61 |
+
name: GPQA (0-shot)
|
62 |
+
type: Idavidrein/gpqa
|
63 |
+
args:
|
64 |
+
num_few_shot: 0
|
65 |
+
metrics:
|
66 |
+
- type: acc_norm
|
67 |
+
value: 4.7
|
68 |
+
name: acc_norm
|
69 |
+
source:
|
70 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
71 |
+
name: Open LLM Leaderboard
|
72 |
+
- task:
|
73 |
+
type: text-generation
|
74 |
+
name: Text Generation
|
75 |
+
dataset:
|
76 |
+
name: MuSR (0-shot)
|
77 |
+
type: TAUR-Lab/MuSR
|
78 |
+
args:
|
79 |
+
num_few_shot: 0
|
80 |
+
metrics:
|
81 |
+
- type: acc_norm
|
82 |
+
value: 12.09
|
83 |
+
name: acc_norm
|
84 |
+
source:
|
85 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
86 |
+
name: Open LLM Leaderboard
|
87 |
+
- task:
|
88 |
+
type: text-generation
|
89 |
+
name: Text Generation
|
90 |
+
dataset:
|
91 |
+
name: MMLU-PRO (5-shot)
|
92 |
+
type: TIGER-Lab/MMLU-Pro
|
93 |
+
config: main
|
94 |
+
split: test
|
95 |
+
args:
|
96 |
+
num_few_shot: 5
|
97 |
+
metrics:
|
98 |
+
- type: acc
|
99 |
+
value: 27.79
|
100 |
+
name: accuracy
|
101 |
+
source:
|
102 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/mistral-nemo-bophades-12B
|
103 |
+
name: Open LLM Leaderboard
|
104 |
---
|
105 |
|
106 |
![image/png](https://huggingface.co/nbeerbower/bophades-mistral-7B/resolve/main/bophades.png)
|
|
|
113 |
|
114 |
Finetuned using an A100 on Google Colab for 1 epoch.
|
115 |
|
116 |
+
[Fine-tune Llama 3 with ORPO](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html)
|
117 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
118 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_nbeerbower__mistral-nemo-bophades-12B)
|
119 |
+
|
120 |
+
| Metric |Value|
|
121 |
+
|-------------------|----:|
|
122 |
+
|Avg. |24.72|
|
123 |
+
|IFEval (0-Shot) |67.94|
|
124 |
+
|BBH (3-Shot) |29.54|
|
125 |
+
|MATH Lvl 5 (4-Shot)| 6.27|
|
126 |
+
|GPQA (0-shot) | 4.70|
|
127 |
+
|MuSR (0-shot) |12.09|
|
128 |
+
|MMLU-PRO (5-shot) |27.79|
|
129 |
+
|