Adding Evaluation Results
#4
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -1,10 +1,113 @@
|
|
1 |
---
|
|
|
|
|
2 |
license: apache-2.0
|
3 |
datasets:
|
4 |
- cerebras/SlimPajama-627B
|
5 |
- bigcode/starcoderdata
|
6 |
-
|
7 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
8 |
---
|
9 |
<div align="center">
|
10 |
|
@@ -52,4 +155,17 @@ sequences = pipeline(
|
|
52 |
)
|
53 |
for seq in sequences:
|
54 |
print(f"Result: {seq['generated_text']}")
|
55 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
language:
|
3 |
+
- en
|
4 |
license: apache-2.0
|
5 |
datasets:
|
6 |
- cerebras/SlimPajama-627B
|
7 |
- bigcode/starcoderdata
|
8 |
+
model-index:
|
9 |
+
- name: TinyLlama-1.1B-intermediate-step-480k-1T
|
10 |
+
results:
|
11 |
+
- task:
|
12 |
+
type: text-generation
|
13 |
+
name: Text Generation
|
14 |
+
dataset:
|
15 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
16 |
+
type: ai2_arc
|
17 |
+
config: ARC-Challenge
|
18 |
+
split: test
|
19 |
+
args:
|
20 |
+
num_few_shot: 25
|
21 |
+
metrics:
|
22 |
+
- type: acc_norm
|
23 |
+
value: 30.89
|
24 |
+
name: normalized accuracy
|
25 |
+
source:
|
26 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
27 |
+
name: Open LLM Leaderboard
|
28 |
+
- task:
|
29 |
+
type: text-generation
|
30 |
+
name: Text Generation
|
31 |
+
dataset:
|
32 |
+
name: HellaSwag (10-Shot)
|
33 |
+
type: hellaswag
|
34 |
+
split: validation
|
35 |
+
args:
|
36 |
+
num_few_shot: 10
|
37 |
+
metrics:
|
38 |
+
- type: acc_norm
|
39 |
+
value: 52.97
|
40 |
+
name: normalized accuracy
|
41 |
+
source:
|
42 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
43 |
+
name: Open LLM Leaderboard
|
44 |
+
- task:
|
45 |
+
type: text-generation
|
46 |
+
name: Text Generation
|
47 |
+
dataset:
|
48 |
+
name: MMLU (5-Shot)
|
49 |
+
type: cais/mmlu
|
50 |
+
config: all
|
51 |
+
split: test
|
52 |
+
args:
|
53 |
+
num_few_shot: 5
|
54 |
+
metrics:
|
55 |
+
- type: acc
|
56 |
+
value: 25.0
|
57 |
+
name: accuracy
|
58 |
+
source:
|
59 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
60 |
+
name: Open LLM Leaderboard
|
61 |
+
- task:
|
62 |
+
type: text-generation
|
63 |
+
name: Text Generation
|
64 |
+
dataset:
|
65 |
+
name: TruthfulQA (0-shot)
|
66 |
+
type: truthful_qa
|
67 |
+
config: multiple_choice
|
68 |
+
split: validation
|
69 |
+
args:
|
70 |
+
num_few_shot: 0
|
71 |
+
metrics:
|
72 |
+
- type: mc2
|
73 |
+
value: 39.55
|
74 |
+
source:
|
75 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
76 |
+
name: Open LLM Leaderboard
|
77 |
+
- task:
|
78 |
+
type: text-generation
|
79 |
+
name: Text Generation
|
80 |
+
dataset:
|
81 |
+
name: Winogrande (5-shot)
|
82 |
+
type: winogrande
|
83 |
+
config: winogrande_xl
|
84 |
+
split: validation
|
85 |
+
args:
|
86 |
+
num_few_shot: 5
|
87 |
+
metrics:
|
88 |
+
- type: acc
|
89 |
+
value: 57.3
|
90 |
+
name: accuracy
|
91 |
+
source:
|
92 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
93 |
+
name: Open LLM Leaderboard
|
94 |
+
- task:
|
95 |
+
type: text-generation
|
96 |
+
name: Text Generation
|
97 |
+
dataset:
|
98 |
+
name: GSM8k (5-shot)
|
99 |
+
type: gsm8k
|
100 |
+
config: main
|
101 |
+
split: test
|
102 |
+
args:
|
103 |
+
num_few_shot: 5
|
104 |
+
metrics:
|
105 |
+
- type: acc
|
106 |
+
value: 0.53
|
107 |
+
name: accuracy
|
108 |
+
source:
|
109 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=PY007/TinyLlama-1.1B-intermediate-step-480k-1T
|
110 |
+
name: Open LLM Leaderboard
|
111 |
---
|
112 |
<div align="center">
|
113 |
|
|
|
155 |
)
|
156 |
for seq in sequences:
|
157 |
print(f"Result: {seq['generated_text']}")
|
158 |
+
```
|
159 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
160 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_PY007__TinyLlama-1.1B-intermediate-step-480k-1T)
|
161 |
+
|
162 |
+
| Metric |Value|
|
163 |
+
|---------------------------------|----:|
|
164 |
+
|Avg. |34.37|
|
165 |
+
|AI2 Reasoning Challenge (25-Shot)|30.89|
|
166 |
+
|HellaSwag (10-Shot) |52.97|
|
167 |
+
|MMLU (5-Shot) |25.00|
|
168 |
+
|TruthfulQA (0-shot) |39.55|
|
169 |
+
|Winogrande (5-shot) |57.30|
|
170 |
+
|GSM8k (5-shot) | 0.53|
|
171 |
+
|