Adding Evaluation Results
#3
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,8 +1,103 @@
|
|
1 |
---
|
2 |
-
library_name: transformers
|
3 |
-
license: apache-2.0
|
4 |
language:
|
5 |
- en
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
---
|
7 |
|
8 |
|
@@ -56,4 +151,17 @@ While SmolLM models have been trained on a diverse dataset including educational
|
|
56 |
author={Loubna Ben Allal and Anton Lozhkov and Elie Bakouch and Leandro von Werra and Thomas Wolf},
|
57 |
year={2024},
|
58 |
}
|
59 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
|
|
2 |
language:
|
3 |
- en
|
4 |
+
license: apache-2.0
|
5 |
+
library_name: transformers
|
6 |
+
model-index:
|
7 |
+
- name: SmolLM-135M-Instruct
|
8 |
+
results:
|
9 |
+
- task:
|
10 |
+
type: text-generation
|
11 |
+
name: Text Generation
|
12 |
+
dataset:
|
13 |
+
name: IFEval (0-Shot)
|
14 |
+
type: HuggingFaceH4/ifeval
|
15 |
+
args:
|
16 |
+
num_few_shot: 0
|
17 |
+
metrics:
|
18 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
19 |
+
value: 15.96
|
20 |
+
name: strict accuracy
|
21 |
+
source:
|
22 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
23 |
+
name: Open LLM Leaderboard
|
24 |
+
- task:
|
25 |
+
type: text-generation
|
26 |
+
name: Text Generation
|
27 |
+
dataset:
|
28 |
+
name: BBH (3-Shot)
|
29 |
+
type: BBH
|
30 |
+
args:
|
31 |
+
num_few_shot: 3
|
32 |
+
metrics:
|
33 |
+
- type: acc_norm
|
34 |
+
value: 2.08
|
35 |
+
name: normalized accuracy
|
36 |
+
source:
|
37 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
38 |
+
name: Open LLM Leaderboard
|
39 |
+
- task:
|
40 |
+
type: text-generation
|
41 |
+
name: Text Generation
|
42 |
+
dataset:
|
43 |
+
name: MATH Lvl 5 (4-Shot)
|
44 |
+
type: hendrycks/competition_math
|
45 |
+
args:
|
46 |
+
num_few_shot: 4
|
47 |
+
metrics:
|
48 |
+
- type: exact_match
|
49 |
+
value: 0.0
|
50 |
+
name: exact match
|
51 |
+
source:
|
52 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
53 |
+
name: Open LLM Leaderboard
|
54 |
+
- task:
|
55 |
+
type: text-generation
|
56 |
+
name: Text Generation
|
57 |
+
dataset:
|
58 |
+
name: GPQA (0-shot)
|
59 |
+
type: Idavidrein/gpqa
|
60 |
+
args:
|
61 |
+
num_few_shot: 0
|
62 |
+
metrics:
|
63 |
+
- type: acc_norm
|
64 |
+
value: 1.9
|
65 |
+
name: acc_norm
|
66 |
+
source:
|
67 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
68 |
+
name: Open LLM Leaderboard
|
69 |
+
- task:
|
70 |
+
type: text-generation
|
71 |
+
name: Text Generation
|
72 |
+
dataset:
|
73 |
+
name: MuSR (0-shot)
|
74 |
+
type: TAUR-Lab/MuSR
|
75 |
+
args:
|
76 |
+
num_few_shot: 0
|
77 |
+
metrics:
|
78 |
+
- type: acc_norm
|
79 |
+
value: 3.62
|
80 |
+
name: acc_norm
|
81 |
+
source:
|
82 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
83 |
+
name: Open LLM Leaderboard
|
84 |
+
- task:
|
85 |
+
type: text-generation
|
86 |
+
name: Text Generation
|
87 |
+
dataset:
|
88 |
+
name: MMLU-PRO (5-shot)
|
89 |
+
type: TIGER-Lab/MMLU-Pro
|
90 |
+
config: main
|
91 |
+
split: test
|
92 |
+
args:
|
93 |
+
num_few_shot: 5
|
94 |
+
metrics:
|
95 |
+
- type: acc
|
96 |
+
value: 1.84
|
97 |
+
name: accuracy
|
98 |
+
source:
|
99 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=HuggingFaceTB/SmolLM-135M-Instruct
|
100 |
+
name: Open LLM Leaderboard
|
101 |
---
|
102 |
|
103 |
|
|
|
151 |
author={Loubna Ben Allal and Anton Lozhkov and Elie Bakouch and Leandro von Werra and Thomas Wolf},
|
152 |
year={2024},
|
153 |
}
|
154 |
+
```
|
155 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
156 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_HuggingFaceTB__SmolLM-135M-Instruct)
|
157 |
+
|
158 |
+
| Metric |Value|
|
159 |
+
|-------------------|----:|
|
160 |
+
|Avg. | 4.23|
|
161 |
+
|IFEval (0-Shot) |15.96|
|
162 |
+
|BBH (3-Shot) | 2.08|
|
163 |
+
|MATH Lvl 5 (4-Shot)| 0.00|
|
164 |
+
|GPQA (0-shot) | 1.90|
|
165 |
+
|MuSR (0-shot) | 3.62|
|
166 |
+
|MMLU-PRO (5-shot) | 1.84|
|
167 |
+
|