Adding Evaluation Results
#1
by
leaderboard-pr-bot
- opened
README.md
CHANGED
@@ -9,6 +9,109 @@ base_model:
|
|
9 |
- beowolx/CodeNinja-1.0-OpenChat-7B
|
10 |
- SanjiWatsuki/Kunoichi-DPO-v2-7B
|
11 |
- mlabonne/NeuralDaredevil-7B
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
# Beyonder-4x7B-v3-random-lora
|
@@ -78,4 +181,17 @@ Apart from the possibility that this approach may not be effective, other potent
|
|
78 |
| [**Aratako/Beyonder-4x7B-v3-random-lora**](https://huggingface.co/Aratako/Beyonder-4x7B-v3-random-lora) | **5.1** | **8.1** | **9.9** | **4.1** | **3.7** | **8.55** | **9.0** | **7.7** | **7.01875** |
|
79 |
| [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) | 4.1 | 8.4 | 9.8 | 4.7 | 5.6 | 9.0 | 9.2 | 9.5 | 7.53750 |
|
80 |
|
81 |
-
![mt-bench-2turn](./mt-bench-2turn.png)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
- beowolx/CodeNinja-1.0-OpenChat-7B
|
10 |
- SanjiWatsuki/Kunoichi-DPO-v2-7B
|
11 |
- mlabonne/NeuralDaredevil-7B
|
12 |
+
model-index:
|
13 |
+
- name: Beyonder-4x7B-random-lora
|
14 |
+
results:
|
15 |
+
- task:
|
16 |
+
type: text-generation
|
17 |
+
name: Text Generation
|
18 |
+
dataset:
|
19 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
20 |
+
type: ai2_arc
|
21 |
+
config: ARC-Challenge
|
22 |
+
split: test
|
23 |
+
args:
|
24 |
+
num_few_shot: 25
|
25 |
+
metrics:
|
26 |
+
- type: acc_norm
|
27 |
+
value: 71.25
|
28 |
+
name: normalized accuracy
|
29 |
+
source:
|
30 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
31 |
+
name: Open LLM Leaderboard
|
32 |
+
- task:
|
33 |
+
type: text-generation
|
34 |
+
name: Text Generation
|
35 |
+
dataset:
|
36 |
+
name: HellaSwag (10-Shot)
|
37 |
+
type: hellaswag
|
38 |
+
split: validation
|
39 |
+
args:
|
40 |
+
num_few_shot: 10
|
41 |
+
metrics:
|
42 |
+
- type: acc_norm
|
43 |
+
value: 87.4
|
44 |
+
name: normalized accuracy
|
45 |
+
source:
|
46 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
47 |
+
name: Open LLM Leaderboard
|
48 |
+
- task:
|
49 |
+
type: text-generation
|
50 |
+
name: Text Generation
|
51 |
+
dataset:
|
52 |
+
name: MMLU (5-Shot)
|
53 |
+
type: cais/mmlu
|
54 |
+
config: all
|
55 |
+
split: test
|
56 |
+
args:
|
57 |
+
num_few_shot: 5
|
58 |
+
metrics:
|
59 |
+
- type: acc
|
60 |
+
value: 64.78
|
61 |
+
name: accuracy
|
62 |
+
source:
|
63 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
64 |
+
name: Open LLM Leaderboard
|
65 |
+
- task:
|
66 |
+
type: text-generation
|
67 |
+
name: Text Generation
|
68 |
+
dataset:
|
69 |
+
name: TruthfulQA (0-shot)
|
70 |
+
type: truthful_qa
|
71 |
+
config: multiple_choice
|
72 |
+
split: validation
|
73 |
+
args:
|
74 |
+
num_few_shot: 0
|
75 |
+
metrics:
|
76 |
+
- type: mc2
|
77 |
+
value: 70.49
|
78 |
+
source:
|
79 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
80 |
+
name: Open LLM Leaderboard
|
81 |
+
- task:
|
82 |
+
type: text-generation
|
83 |
+
name: Text Generation
|
84 |
+
dataset:
|
85 |
+
name: Winogrande (5-shot)
|
86 |
+
type: winogrande
|
87 |
+
config: winogrande_xl
|
88 |
+
split: validation
|
89 |
+
args:
|
90 |
+
num_few_shot: 5
|
91 |
+
metrics:
|
92 |
+
- type: acc
|
93 |
+
value: 82.16
|
94 |
+
name: accuracy
|
95 |
+
source:
|
96 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
97 |
+
name: Open LLM Leaderboard
|
98 |
+
- task:
|
99 |
+
type: text-generation
|
100 |
+
name: Text Generation
|
101 |
+
dataset:
|
102 |
+
name: GSM8k (5-shot)
|
103 |
+
type: gsm8k
|
104 |
+
config: main
|
105 |
+
split: test
|
106 |
+
args:
|
107 |
+
num_few_shot: 5
|
108 |
+
metrics:
|
109 |
+
- type: acc
|
110 |
+
value: 67.4
|
111 |
+
name: accuracy
|
112 |
+
source:
|
113 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aratako/Beyonder-4x7B-random-lora
|
114 |
+
name: Open LLM Leaderboard
|
115 |
---
|
116 |
|
117 |
# Beyonder-4x7B-v3-random-lora
|
|
|
181 |
| [**Aratako/Beyonder-4x7B-v3-random-lora**](https://huggingface.co/Aratako/Beyonder-4x7B-v3-random-lora) | **5.1** | **8.1** | **9.9** | **4.1** | **3.7** | **8.55** | **9.0** | **7.7** | **7.01875** |
|
182 |
| [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) | 4.1 | 8.4 | 9.8 | 4.7 | 5.6 | 9.0 | 9.2 | 9.5 | 7.53750 |
|
183 |
|
184 |
+
![mt-bench-2turn](./mt-bench-2turn.png)
|
185 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
186 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Aratako__Beyonder-4x7B-random-lora)
|
187 |
+
|
188 |
+
| Metric |Value|
|
189 |
+
|---------------------------------|----:|
|
190 |
+
|Avg. |73.91|
|
191 |
+
|AI2 Reasoning Challenge (25-Shot)|71.25|
|
192 |
+
|HellaSwag (10-Shot) |87.40|
|
193 |
+
|MMLU (5-Shot) |64.78|
|
194 |
+
|TruthfulQA (0-shot) |70.49|
|
195 |
+
|Winogrande (5-shot) |82.16|
|
196 |
+
|GSM8k (5-shot) |67.40|
|
197 |
+
|