leaderboard-pr-bot
commited on
Commit
•
0861f06
1
Parent(s):
0666520
Adding Evaluation Results
Browse filesThis is an automated PR created with https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr
The purpose of this PR is to add evaluation results from the Open LLM Leaderboard to your model card.
If you encounter any issues, please report them to https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr/discussions
README.md
CHANGED
@@ -11,6 +11,109 @@ tags:
|
|
11 |
base_model:
|
12 |
- mistralai/Mistral-7B-Instruct-v0.2
|
13 |
- mistralai/Mistral-7B-Instruct-v0.2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
14 |
---
|
15 |
|
16 |
|
@@ -63,4 +166,17 @@ messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in
|
|
63 |
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
|
64 |
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
|
65 |
print(outputs[0]["generated_text"])
|
66 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
base_model:
|
12 |
- mistralai/Mistral-7B-Instruct-v0.2
|
13 |
- mistralai/Mistral-7B-Instruct-v0.2
|
14 |
+
model-index:
|
15 |
+
- name: MoEstral-2x2B
|
16 |
+
results:
|
17 |
+
- task:
|
18 |
+
type: text-generation
|
19 |
+
name: Text Generation
|
20 |
+
dataset:
|
21 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
22 |
+
type: ai2_arc
|
23 |
+
config: ARC-Challenge
|
24 |
+
split: test
|
25 |
+
args:
|
26 |
+
num_few_shot: 25
|
27 |
+
metrics:
|
28 |
+
- type: acc_norm
|
29 |
+
value: 65.1
|
30 |
+
name: normalized accuracy
|
31 |
+
source:
|
32 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
33 |
+
name: Open LLM Leaderboard
|
34 |
+
- task:
|
35 |
+
type: text-generation
|
36 |
+
name: Text Generation
|
37 |
+
dataset:
|
38 |
+
name: HellaSwag (10-Shot)
|
39 |
+
type: hellaswag
|
40 |
+
split: validation
|
41 |
+
args:
|
42 |
+
num_few_shot: 10
|
43 |
+
metrics:
|
44 |
+
- type: acc_norm
|
45 |
+
value: 84.82
|
46 |
+
name: normalized accuracy
|
47 |
+
source:
|
48 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
49 |
+
name: Open LLM Leaderboard
|
50 |
+
- task:
|
51 |
+
type: text-generation
|
52 |
+
name: Text Generation
|
53 |
+
dataset:
|
54 |
+
name: MMLU (5-Shot)
|
55 |
+
type: cais/mmlu
|
56 |
+
config: all
|
57 |
+
split: test
|
58 |
+
args:
|
59 |
+
num_few_shot: 5
|
60 |
+
metrics:
|
61 |
+
- type: acc
|
62 |
+
value: 61.62
|
63 |
+
name: accuracy
|
64 |
+
source:
|
65 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
66 |
+
name: Open LLM Leaderboard
|
67 |
+
- task:
|
68 |
+
type: text-generation
|
69 |
+
name: Text Generation
|
70 |
+
dataset:
|
71 |
+
name: TruthfulQA (0-shot)
|
72 |
+
type: truthful_qa
|
73 |
+
config: multiple_choice
|
74 |
+
split: validation
|
75 |
+
args:
|
76 |
+
num_few_shot: 0
|
77 |
+
metrics:
|
78 |
+
- type: mc2
|
79 |
+
value: 62.72
|
80 |
+
source:
|
81 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
82 |
+
name: Open LLM Leaderboard
|
83 |
+
- task:
|
84 |
+
type: text-generation
|
85 |
+
name: Text Generation
|
86 |
+
dataset:
|
87 |
+
name: Winogrande (5-shot)
|
88 |
+
type: winogrande
|
89 |
+
config: winogrande_xl
|
90 |
+
split: validation
|
91 |
+
args:
|
92 |
+
num_few_shot: 5
|
93 |
+
metrics:
|
94 |
+
- type: acc
|
95 |
+
value: 78.37
|
96 |
+
name: accuracy
|
97 |
+
source:
|
98 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
99 |
+
name: Open LLM Leaderboard
|
100 |
+
- task:
|
101 |
+
type: text-generation
|
102 |
+
name: Text Generation
|
103 |
+
dataset:
|
104 |
+
name: GSM8k (5-shot)
|
105 |
+
type: gsm8k
|
106 |
+
config: main
|
107 |
+
split: test
|
108 |
+
args:
|
109 |
+
num_few_shot: 5
|
110 |
+
metrics:
|
111 |
+
- type: acc
|
112 |
+
value: 45.41
|
113 |
+
name: accuracy
|
114 |
+
source:
|
115 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=paulilioaica/MoEstral-2x2B
|
116 |
+
name: Open LLM Leaderboard
|
117 |
---
|
118 |
|
119 |
|
|
|
166 |
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
|
167 |
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
|
168 |
print(outputs[0]["generated_text"])
|
169 |
+
```
|
170 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
171 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_paulilioaica__MoEstral-2x2B)
|
172 |
+
|
173 |
+
| Metric |Value|
|
174 |
+
|---------------------------------|----:|
|
175 |
+
|Avg. |66.34|
|
176 |
+
|AI2 Reasoning Challenge (25-Shot)|65.10|
|
177 |
+
|HellaSwag (10-Shot) |84.82|
|
178 |
+
|MMLU (5-Shot) |61.62|
|
179 |
+
|TruthfulQA (0-shot) |62.72|
|
180 |
+
|Winogrande (5-shot) |78.37|
|
181 |
+
|GSM8k (5-shot) |45.41|
|
182 |
+
|