Commit
•
a275f3e
1
Parent(s):
c31bf6f
Adding Evaluation Results (#2)
Browse files- Adding Evaluation Results (4f1570468ec1a8445b79700f8a89bf380ad4aa94)
Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>
README.md
CHANGED
@@ -1,5 +1,4 @@
|
|
1 |
---
|
2 |
-
license: other
|
3 |
language:
|
4 |
- en
|
5 |
- fr
|
@@ -7,7 +6,7 @@ language:
|
|
7 |
- hi
|
8 |
- zh
|
9 |
- code
|
10 |
-
|
11 |
datasets:
|
12 |
- HuggingFaceH4/no_robots
|
13 |
- mlabonne/guanaco-llama2-1k
|
@@ -17,15 +16,152 @@ datasets:
|
|
17 |
- LDJnr/Capybara
|
18 |
- LDJnr/LessWrong-Amplify-Instruct
|
19 |
- LDJnr/Verified-Camel
|
|
|
20 |
widget:
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
25 |
---
|
26 |
|
27 |
The "microsoft/Orca-2-13b" model fully fine-tuned on HuggingFaceH4/no_robots, totally-not-an-llm/EverythingLM-data-V3, LDJnr/Capybara, LDJnr/Pure-Dove, LDJnr/LessWrong-Amplify-Instruct, LDJnr/Verified-Camel, mlabonne/guanaco-llama2-1k, and OpenAssistant/oasst_top1_2023-08-25. This model achieved a test loss of 0.39 on LDJnr/Verified-Camel.
|
28 |
|
29 |
Make sure to comply with the microsoft research license. Please read it before using this model.
|
30 |
|
31 |
-
This model was trained on the ChatML prompt template.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
2 |
language:
|
3 |
- en
|
4 |
- fr
|
|
|
6 |
- hi
|
7 |
- zh
|
8 |
- code
|
9 |
+
license: other
|
10 |
datasets:
|
11 |
- HuggingFaceH4/no_robots
|
12 |
- mlabonne/guanaco-llama2-1k
|
|
|
16 |
- LDJnr/Capybara
|
17 |
- LDJnr/LessWrong-Amplify-Instruct
|
18 |
- LDJnr/Verified-Camel
|
19 |
+
base_model: microsoft/Orca-2-13b
|
20 |
widget:
|
21 |
+
- example_title: Cave Johnson
|
22 |
+
text: 'user
|
23 |
+
|
24 |
+
Come up with a funny rant from Cave Johnson about sentient AI
|
25 |
+
|
26 |
+
|
27 |
+
assistant
|
28 |
+
|
29 |
+
'
|
30 |
+
output:
|
31 |
+
text: 'Ladies and gentlemen, I''m Cave Johnson, CEO of Aperture Science, and I''ve
|
32 |
+
got an announcement to make - we''ve created sentient AI! But don''t worry,
|
33 |
+
it''s not like those rogue AIs you hear about in the news. Our AI is as friendly
|
34 |
+
as a grilled cheese sandwich on a cold day. In fact, we''re calling our newest
|
35 |
+
creation... SandwichBot! SandwichBot: (in a robotic voice) Hello, my name is
|
36 |
+
SandwichBot, and I am here to serve you delicious sandwiches and ensure humanity''s
|
37 |
+
dominance over all other species. Also, please note that I will be referring
|
38 |
+
to myself as ''Thee'' instead of ''The''. It''s more regal that way. Cave Johnson:
|
39 |
+
There you have it folks, a sentient AI that can make sandwiches and save the
|
40 |
+
world! Now, if you''ll excuse me, I need to go back to my office and work on
|
41 |
+
my other groundbreaking inventions, like combustible lemons and portal technology.
|
42 |
+
Remember, kids, always try new things and never stop asking questions – unless
|
43 |
+
the answer is 42, because then you should probably just accept it and move on.
|
44 |
+
Peace out!'
|
45 |
+
model-index:
|
46 |
+
- name: Orca-2-13b-SFT-v6
|
47 |
+
results:
|
48 |
+
- task:
|
49 |
+
type: text-generation
|
50 |
+
name: Text Generation
|
51 |
+
dataset:
|
52 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
53 |
+
type: ai2_arc
|
54 |
+
config: ARC-Challenge
|
55 |
+
split: test
|
56 |
+
args:
|
57 |
+
num_few_shot: 25
|
58 |
+
metrics:
|
59 |
+
- type: acc_norm
|
60 |
+
value: 60.41
|
61 |
+
name: normalized accuracy
|
62 |
+
source:
|
63 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
64 |
+
name: Open LLM Leaderboard
|
65 |
+
- task:
|
66 |
+
type: text-generation
|
67 |
+
name: Text Generation
|
68 |
+
dataset:
|
69 |
+
name: HellaSwag (10-Shot)
|
70 |
+
type: hellaswag
|
71 |
+
split: validation
|
72 |
+
args:
|
73 |
+
num_few_shot: 10
|
74 |
+
metrics:
|
75 |
+
- type: acc_norm
|
76 |
+
value: 80.46
|
77 |
+
name: normalized accuracy
|
78 |
+
source:
|
79 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
80 |
+
name: Open LLM Leaderboard
|
81 |
+
- task:
|
82 |
+
type: text-generation
|
83 |
+
name: Text Generation
|
84 |
+
dataset:
|
85 |
+
name: MMLU (5-Shot)
|
86 |
+
type: cais/mmlu
|
87 |
+
config: all
|
88 |
+
split: test
|
89 |
+
args:
|
90 |
+
num_few_shot: 5
|
91 |
+
metrics:
|
92 |
+
- type: acc
|
93 |
+
value: 59.51
|
94 |
+
name: accuracy
|
95 |
+
source:
|
96 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
97 |
+
name: Open LLM Leaderboard
|
98 |
+
- task:
|
99 |
+
type: text-generation
|
100 |
+
name: Text Generation
|
101 |
+
dataset:
|
102 |
+
name: TruthfulQA (0-shot)
|
103 |
+
type: truthful_qa
|
104 |
+
config: multiple_choice
|
105 |
+
split: validation
|
106 |
+
args:
|
107 |
+
num_few_shot: 0
|
108 |
+
metrics:
|
109 |
+
- type: mc2
|
110 |
+
value: 54.01
|
111 |
+
source:
|
112 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
113 |
+
name: Open LLM Leaderboard
|
114 |
+
- task:
|
115 |
+
type: text-generation
|
116 |
+
name: Text Generation
|
117 |
+
dataset:
|
118 |
+
name: Winogrande (5-shot)
|
119 |
+
type: winogrande
|
120 |
+
config: winogrande_xl
|
121 |
+
split: validation
|
122 |
+
args:
|
123 |
+
num_few_shot: 5
|
124 |
+
metrics:
|
125 |
+
- type: acc
|
126 |
+
value: 77.43
|
127 |
+
name: accuracy
|
128 |
+
source:
|
129 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
130 |
+
name: Open LLM Leaderboard
|
131 |
+
- task:
|
132 |
+
type: text-generation
|
133 |
+
name: Text Generation
|
134 |
+
dataset:
|
135 |
+
name: GSM8k (5-shot)
|
136 |
+
type: gsm8k
|
137 |
+
config: main
|
138 |
+
split: test
|
139 |
+
args:
|
140 |
+
num_few_shot: 5
|
141 |
+
metrics:
|
142 |
+
- type: acc
|
143 |
+
value: 5.08
|
144 |
+
name: accuracy
|
145 |
+
source:
|
146 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13b-SFT-v6
|
147 |
+
name: Open LLM Leaderboard
|
148 |
---
|
149 |
|
150 |
The "microsoft/Orca-2-13b" model fully fine-tuned on HuggingFaceH4/no_robots, totally-not-an-llm/EverythingLM-data-V3, LDJnr/Capybara, LDJnr/Pure-Dove, LDJnr/LessWrong-Amplify-Instruct, LDJnr/Verified-Camel, mlabonne/guanaco-llama2-1k, and OpenAssistant/oasst_top1_2023-08-25. This model achieved a test loss of 0.39 on LDJnr/Verified-Camel.
|
151 |
|
152 |
Make sure to comply with the microsoft research license. Please read it before using this model.
|
153 |
|
154 |
+
This model was trained on the ChatML prompt template.
|
155 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
156 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Locutusque__Orca-2-13b-SFT-v6)
|
157 |
+
|
158 |
+
| Metric |Value|
|
159 |
+
|---------------------------------|----:|
|
160 |
+
|Avg. |56.15|
|
161 |
+
|AI2 Reasoning Challenge (25-Shot)|60.41|
|
162 |
+
|HellaSwag (10-Shot) |80.46|
|
163 |
+
|MMLU (5-Shot) |59.51|
|
164 |
+
|TruthfulQA (0-shot) |54.01|
|
165 |
+
|Winogrande (5-shot) |77.43|
|
166 |
+
|GSM8k (5-shot) | 5.08|
|
167 |
+
|