leaderboard-pr-bot
commited on
Commit
•
8feecb9
1
Parent(s):
7a0aaba
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
@@ -1,4 +1,5 @@
|
|
1 |
---
|
|
|
2 |
library_name: peft
|
3 |
tags:
|
4 |
- code
|
@@ -7,7 +8,109 @@ tags:
|
|
7 |
datasets:
|
8 |
- cognitivecomputations/dolphin-coder
|
9 |
base_model: codellama/CodeLlama-7b-hf
|
10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
---
|
12 |
|
13 |
### Finetuning Overview:
|
@@ -42,4 +145,17 @@ With the utilization of [MonsterAPI](https://monsterapi.ai)'s [no-code LLM finet
|
|
42 |
![Train Loss](https://cdn-uploads.huggingface.co/production/uploads/63ba46aa0a9866b28cb19a14/aNujXePogMlJZmoi1Bq56.png)
|
43 |
|
44 |
---
|
45 |
-
license: apache-2.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
license: apache-2.0
|
3 |
library_name: peft
|
4 |
tags:
|
5 |
- code
|
|
|
8 |
datasets:
|
9 |
- cognitivecomputations/dolphin-coder
|
10 |
base_model: codellama/CodeLlama-7b-hf
|
11 |
+
model-index:
|
12 |
+
- name: codellama_7b_DolphinCoder
|
13 |
+
results:
|
14 |
+
- task:
|
15 |
+
type: text-generation
|
16 |
+
name: Text Generation
|
17 |
+
dataset:
|
18 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
19 |
+
type: ai2_arc
|
20 |
+
config: ARC-Challenge
|
21 |
+
split: test
|
22 |
+
args:
|
23 |
+
num_few_shot: 25
|
24 |
+
metrics:
|
25 |
+
- type: acc_norm
|
26 |
+
value: 41.98
|
27 |
+
name: normalized accuracy
|
28 |
+
source:
|
29 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
30 |
+
name: Open LLM Leaderboard
|
31 |
+
- task:
|
32 |
+
type: text-generation
|
33 |
+
name: Text Generation
|
34 |
+
dataset:
|
35 |
+
name: HellaSwag (10-Shot)
|
36 |
+
type: hellaswag
|
37 |
+
split: validation
|
38 |
+
args:
|
39 |
+
num_few_shot: 10
|
40 |
+
metrics:
|
41 |
+
- type: acc_norm
|
42 |
+
value: 65.5
|
43 |
+
name: normalized accuracy
|
44 |
+
source:
|
45 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
46 |
+
name: Open LLM Leaderboard
|
47 |
+
- task:
|
48 |
+
type: text-generation
|
49 |
+
name: Text Generation
|
50 |
+
dataset:
|
51 |
+
name: MMLU (5-Shot)
|
52 |
+
type: cais/mmlu
|
53 |
+
config: all
|
54 |
+
split: test
|
55 |
+
args:
|
56 |
+
num_few_shot: 5
|
57 |
+
metrics:
|
58 |
+
- type: acc
|
59 |
+
value: 38.11
|
60 |
+
name: accuracy
|
61 |
+
source:
|
62 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
63 |
+
name: Open LLM Leaderboard
|
64 |
+
- task:
|
65 |
+
type: text-generation
|
66 |
+
name: Text Generation
|
67 |
+
dataset:
|
68 |
+
name: TruthfulQA (0-shot)
|
69 |
+
type: truthful_qa
|
70 |
+
config: multiple_choice
|
71 |
+
split: validation
|
72 |
+
args:
|
73 |
+
num_few_shot: 0
|
74 |
+
metrics:
|
75 |
+
- type: mc2
|
76 |
+
value: 35.45
|
77 |
+
source:
|
78 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
79 |
+
name: Open LLM Leaderboard
|
80 |
+
- task:
|
81 |
+
type: text-generation
|
82 |
+
name: Text Generation
|
83 |
+
dataset:
|
84 |
+
name: Winogrande (5-shot)
|
85 |
+
type: winogrande
|
86 |
+
config: winogrande_xl
|
87 |
+
split: validation
|
88 |
+
args:
|
89 |
+
num_few_shot: 5
|
90 |
+
metrics:
|
91 |
+
- type: acc
|
92 |
+
value: 63.61
|
93 |
+
name: accuracy
|
94 |
+
source:
|
95 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
96 |
+
name: Open LLM Leaderboard
|
97 |
+
- task:
|
98 |
+
type: text-generation
|
99 |
+
name: Text Generation
|
100 |
+
dataset:
|
101 |
+
name: GSM8k (5-shot)
|
102 |
+
type: gsm8k
|
103 |
+
config: main
|
104 |
+
split: test
|
105 |
+
args:
|
106 |
+
num_few_shot: 5
|
107 |
+
metrics:
|
108 |
+
- type: acc
|
109 |
+
value: 9.7
|
110 |
+
name: accuracy
|
111 |
+
source:
|
112 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Zangs3011/codellama_7b_DolphinCoder
|
113 |
+
name: Open LLM Leaderboard
|
114 |
---
|
115 |
|
116 |
### Finetuning Overview:
|
|
|
145 |
![Train Loss](https://cdn-uploads.huggingface.co/production/uploads/63ba46aa0a9866b28cb19a14/aNujXePogMlJZmoi1Bq56.png)
|
146 |
|
147 |
---
|
148 |
+
license: apache-2.0
|
149 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
150 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Zangs3011__codellama_7b_DolphinCoder)
|
151 |
+
|
152 |
+
| Metric |Value|
|
153 |
+
|---------------------------------|----:|
|
154 |
+
|Avg. |42.39|
|
155 |
+
|AI2 Reasoning Challenge (25-Shot)|41.98|
|
156 |
+
|HellaSwag (10-Shot) |65.50|
|
157 |
+
|MMLU (5-Shot) |38.11|
|
158 |
+
|TruthfulQA (0-shot) |35.45|
|
159 |
+
|Winogrande (5-shot) |63.61|
|
160 |
+
|GSM8k (5-shot) | 9.70|
|
161 |
+
|