Adding Evaluation Results
#6
by
smohan10
- opened
README.md
CHANGED
@@ -8,8 +8,8 @@ tags:
|
|
8 |
- pytorch
|
9 |
- llama
|
10 |
- llama-2
|
11 |
-
model_name: Llama 2 13B
|
12 |
base_model: meta-llama/Llama-2-13b-hf
|
|
|
13 |
inference: false
|
14 |
model_creator: Meta
|
15 |
model_type: llama
|
@@ -18,6 +18,109 @@ prompt_template: '{prompt}
|
|
18 |
|
19 |
'
|
20 |
quantized_by: TheBloke
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
21 |
---
|
22 |
|
23 |
<!-- header start -->
|
@@ -370,3 +473,17 @@ Please report any software “bug,” or other problems with the models through
|
|
370 |
|7B| [Link](https://huggingface.co/llamaste/Llama-2-7b) | [Link](https://huggingface.co/llamaste/Llama-2-7b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-7b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-7b-chat-hf)|
|
371 |
|13B| [Link](https://huggingface.co/llamaste/Llama-2-13b) | [Link](https://huggingface.co/llamaste/Llama-2-13b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-13b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-13b-hf)|
|
372 |
|70B| [Link](https://huggingface.co/llamaste/Llama-2-70b) | [Link](https://huggingface.co/llamaste/Llama-2-70b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-70b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-70b-hf)|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
8 |
- pytorch
|
9 |
- llama
|
10 |
- llama-2
|
|
|
11 |
base_model: meta-llama/Llama-2-13b-hf
|
12 |
+
model_name: Llama 2 13B
|
13 |
inference: false
|
14 |
model_creator: Meta
|
15 |
model_type: llama
|
|
|
18 |
|
19 |
'
|
20 |
quantized_by: TheBloke
|
21 |
+
model-index:
|
22 |
+
- name: Llama-2-13B-GPTQ
|
23 |
+
results:
|
24 |
+
- task:
|
25 |
+
type: text-generation
|
26 |
+
name: Text Generation
|
27 |
+
dataset:
|
28 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
29 |
+
type: ai2_arc
|
30 |
+
config: ARC-Challenge
|
31 |
+
split: test
|
32 |
+
args:
|
33 |
+
num_few_shot: 25
|
34 |
+
metrics:
|
35 |
+
- type: acc_norm
|
36 |
+
value: 59.13
|
37 |
+
name: normalized accuracy
|
38 |
+
source:
|
39 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
40 |
+
name: Open LLM Leaderboard
|
41 |
+
- task:
|
42 |
+
type: text-generation
|
43 |
+
name: Text Generation
|
44 |
+
dataset:
|
45 |
+
name: HellaSwag (10-Shot)
|
46 |
+
type: hellaswag
|
47 |
+
split: validation
|
48 |
+
args:
|
49 |
+
num_few_shot: 10
|
50 |
+
metrics:
|
51 |
+
- type: acc_norm
|
52 |
+
value: 81.48
|
53 |
+
name: normalized accuracy
|
54 |
+
source:
|
55 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
56 |
+
name: Open LLM Leaderboard
|
57 |
+
- task:
|
58 |
+
type: text-generation
|
59 |
+
name: Text Generation
|
60 |
+
dataset:
|
61 |
+
name: MMLU (5-Shot)
|
62 |
+
type: cais/mmlu
|
63 |
+
config: all
|
64 |
+
split: test
|
65 |
+
args:
|
66 |
+
num_few_shot: 5
|
67 |
+
metrics:
|
68 |
+
- type: acc
|
69 |
+
value: 54.45
|
70 |
+
name: accuracy
|
71 |
+
source:
|
72 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
73 |
+
name: Open LLM Leaderboard
|
74 |
+
- task:
|
75 |
+
type: text-generation
|
76 |
+
name: Text Generation
|
77 |
+
dataset:
|
78 |
+
name: TruthfulQA (0-shot)
|
79 |
+
type: truthful_qa
|
80 |
+
config: multiple_choice
|
81 |
+
split: validation
|
82 |
+
args:
|
83 |
+
num_few_shot: 0
|
84 |
+
metrics:
|
85 |
+
- type: mc2
|
86 |
+
value: 37.07
|
87 |
+
source:
|
88 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
89 |
+
name: Open LLM Leaderboard
|
90 |
+
- task:
|
91 |
+
type: text-generation
|
92 |
+
name: Text Generation
|
93 |
+
dataset:
|
94 |
+
name: Winogrande (5-shot)
|
95 |
+
type: winogrande
|
96 |
+
config: winogrande_xl
|
97 |
+
split: validation
|
98 |
+
args:
|
99 |
+
num_few_shot: 5
|
100 |
+
metrics:
|
101 |
+
- type: acc
|
102 |
+
value: 76.16
|
103 |
+
name: accuracy
|
104 |
+
source:
|
105 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
106 |
+
name: Open LLM Leaderboard
|
107 |
+
- task:
|
108 |
+
type: text-generation
|
109 |
+
name: Text Generation
|
110 |
+
dataset:
|
111 |
+
name: GSM8k (5-shot)
|
112 |
+
type: gsm8k
|
113 |
+
config: main
|
114 |
+
split: test
|
115 |
+
args:
|
116 |
+
num_few_shot: 5
|
117 |
+
metrics:
|
118 |
+
- type: acc
|
119 |
+
value: 11.3
|
120 |
+
name: accuracy
|
121 |
+
source:
|
122 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TheBloke/Llama-2-13B-GPTQ
|
123 |
+
name: Open LLM Leaderboard
|
124 |
---
|
125 |
|
126 |
<!-- header start -->
|
|
|
473 |
|7B| [Link](https://huggingface.co/llamaste/Llama-2-7b) | [Link](https://huggingface.co/llamaste/Llama-2-7b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-7b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-7b-chat-hf)|
|
474 |
|13B| [Link](https://huggingface.co/llamaste/Llama-2-13b) | [Link](https://huggingface.co/llamaste/Llama-2-13b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-13b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-13b-hf)|
|
475 |
|70B| [Link](https://huggingface.co/llamaste/Llama-2-70b) | [Link](https://huggingface.co/llamaste/Llama-2-70b-hf) | [Link](https://huggingface.co/llamaste/Llama-2-70b-chat) | [Link](https://huggingface.co/llamaste/Llama-2-70b-hf)|
|
476 |
+
|
477 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
478 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_TheBloke__Llama-2-13B-GPTQ)
|
479 |
+
|
480 |
+
| Metric |Value|
|
481 |
+
|---------------------------------|----:|
|
482 |
+
|Avg. |53.26|
|
483 |
+
|AI2 Reasoning Challenge (25-Shot)|59.13|
|
484 |
+
|HellaSwag (10-Shot) |81.48|
|
485 |
+
|MMLU (5-Shot) |54.45|
|
486 |
+
|TruthfulQA (0-shot) |37.07|
|
487 |
+
|Winogrande (5-shot) |76.16|
|
488 |
+
|GSM8k (5-shot) |11.30|
|
489 |
+
|