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
@@ -1,5 +1,4 @@
|
|
1 |
---
|
2 |
-
base_model: unsloth/meta-llama-3.1-8b-bnb-4bit
|
3 |
language:
|
4 |
- en
|
5 |
license: apache-2.0
|
@@ -12,6 +11,102 @@ tags:
|
|
12 |
- sft
|
13 |
- alpaca
|
14 |
- rewiz
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
---
|
16 |
<img src="https://huggingface.co/theprint/ReWiz-Llama-3.2-3B/resolve/main/ReWiz_banner.png">
|
17 |
|
@@ -28,3 +123,17 @@ Use an alpaca-style prompt template for best results.
|
|
28 |
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
29 |
|
30 |
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
|
|
2 |
language:
|
3 |
- en
|
4 |
license: apache-2.0
|
|
|
11 |
- sft
|
12 |
- alpaca
|
13 |
- rewiz
|
14 |
+
base_model: unsloth/meta-llama-3.1-8b-bnb-4bit
|
15 |
+
model-index:
|
16 |
+
- name: ReWiz-Llama-3.1-8B-v2
|
17 |
+
results:
|
18 |
+
- task:
|
19 |
+
type: text-generation
|
20 |
+
name: Text Generation
|
21 |
+
dataset:
|
22 |
+
name: IFEval (0-Shot)
|
23 |
+
type: HuggingFaceH4/ifeval
|
24 |
+
args:
|
25 |
+
num_few_shot: 0
|
26 |
+
metrics:
|
27 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
28 |
+
value: 23.73
|
29 |
+
name: strict accuracy
|
30 |
+
source:
|
31 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
32 |
+
name: Open LLM Leaderboard
|
33 |
+
- task:
|
34 |
+
type: text-generation
|
35 |
+
name: Text Generation
|
36 |
+
dataset:
|
37 |
+
name: BBH (3-Shot)
|
38 |
+
type: BBH
|
39 |
+
args:
|
40 |
+
num_few_shot: 3
|
41 |
+
metrics:
|
42 |
+
- type: acc_norm
|
43 |
+
value: 23.77
|
44 |
+
name: normalized accuracy
|
45 |
+
source:
|
46 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
47 |
+
name: Open LLM Leaderboard
|
48 |
+
- task:
|
49 |
+
type: text-generation
|
50 |
+
name: Text Generation
|
51 |
+
dataset:
|
52 |
+
name: MATH Lvl 5 (4-Shot)
|
53 |
+
type: hendrycks/competition_math
|
54 |
+
args:
|
55 |
+
num_few_shot: 4
|
56 |
+
metrics:
|
57 |
+
- type: exact_match
|
58 |
+
value: 4.53
|
59 |
+
name: exact match
|
60 |
+
source:
|
61 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
62 |
+
name: Open LLM Leaderboard
|
63 |
+
- task:
|
64 |
+
type: text-generation
|
65 |
+
name: Text Generation
|
66 |
+
dataset:
|
67 |
+
name: GPQA (0-shot)
|
68 |
+
type: Idavidrein/gpqa
|
69 |
+
args:
|
70 |
+
num_few_shot: 0
|
71 |
+
metrics:
|
72 |
+
- type: acc_norm
|
73 |
+
value: 7.05
|
74 |
+
name: acc_norm
|
75 |
+
source:
|
76 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
77 |
+
name: Open LLM Leaderboard
|
78 |
+
- task:
|
79 |
+
type: text-generation
|
80 |
+
name: Text Generation
|
81 |
+
dataset:
|
82 |
+
name: MuSR (0-shot)
|
83 |
+
type: TAUR-Lab/MuSR
|
84 |
+
args:
|
85 |
+
num_few_shot: 0
|
86 |
+
metrics:
|
87 |
+
- type: acc_norm
|
88 |
+
value: 9.34
|
89 |
+
name: acc_norm
|
90 |
+
source:
|
91 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
92 |
+
name: Open LLM Leaderboard
|
93 |
+
- task:
|
94 |
+
type: text-generation
|
95 |
+
name: Text Generation
|
96 |
+
dataset:
|
97 |
+
name: MMLU-PRO (5-shot)
|
98 |
+
type: TIGER-Lab/MMLU-Pro
|
99 |
+
config: main
|
100 |
+
split: test
|
101 |
+
args:
|
102 |
+
num_few_shot: 5
|
103 |
+
metrics:
|
104 |
+
- type: acc
|
105 |
+
value: 25.67
|
106 |
+
name: accuracy
|
107 |
+
source:
|
108 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-Llama-3.1-8B-v2
|
109 |
+
name: Open LLM Leaderboard
|
110 |
---
|
111 |
<img src="https://huggingface.co/theprint/ReWiz-Llama-3.2-3B/resolve/main/ReWiz_banner.png">
|
112 |
|
|
|
123 |
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
124 |
|
125 |
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
126 |
+
|
127 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
128 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_theprint__ReWiz-Llama-3.1-8B-v2)
|
129 |
+
|
130 |
+
| Metric |Value|
|
131 |
+
|-------------------|----:|
|
132 |
+
|Avg. |15.68|
|
133 |
+
|IFEval (0-Shot) |23.73|
|
134 |
+
|BBH (3-Shot) |23.77|
|
135 |
+
|MATH Lvl 5 (4-Shot)| 4.53|
|
136 |
+
|GPQA (0-shot) | 7.05|
|
137 |
+
|MuSR (0-shot) | 9.34|
|
138 |
+
|MMLU-PRO (5-shot) |25.67|
|
139 |
+
|