Files changed (1) hide show
  1. README.md +117 -1
README.md CHANGED
@@ -1,5 +1,108 @@
1
  ---
2
  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
4
  <p><h1> DopeyTinyLlama-1.1B-v1 </h1></p>
5
  An experimental DPO finetune of SmarTinyLlama with Alpaca-QLoRA
@@ -9,4 +112,17 @@ Trained on bagel style DPO datasets
9
 
10
  <p><h2> Prompt Template </h2></p>
11
  Uses chatml style prompt template
12
- <br><br>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: apache-2.0
3
+ model-index:
4
+ - name: DopeyTinyLlama-1.1B-v1
5
+ results:
6
+ - task:
7
+ type: text-generation
8
+ name: Text Generation
9
+ dataset:
10
+ name: AI2 Reasoning Challenge (25-Shot)
11
+ type: ai2_arc
12
+ config: ARC-Challenge
13
+ split: test
14
+ args:
15
+ num_few_shot: 25
16
+ metrics:
17
+ - type: acc_norm
18
+ value: 38.4
19
+ name: normalized accuracy
20
+ source:
21
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
22
+ name: Open LLM Leaderboard
23
+ - task:
24
+ type: text-generation
25
+ name: Text Generation
26
+ dataset:
27
+ name: HellaSwag (10-Shot)
28
+ type: hellaswag
29
+ split: validation
30
+ args:
31
+ num_few_shot: 10
32
+ metrics:
33
+ - type: acc_norm
34
+ value: 63.49
35
+ name: normalized accuracy
36
+ source:
37
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
38
+ name: Open LLM Leaderboard
39
+ - task:
40
+ type: text-generation
41
+ name: Text Generation
42
+ dataset:
43
+ name: MMLU (5-Shot)
44
+ type: cais/mmlu
45
+ config: all
46
+ split: test
47
+ args:
48
+ num_few_shot: 5
49
+ metrics:
50
+ - type: acc
51
+ value: 25.76
52
+ name: accuracy
53
+ source:
54
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
55
+ name: Open LLM Leaderboard
56
+ - task:
57
+ type: text-generation
58
+ name: Text Generation
59
+ dataset:
60
+ name: TruthfulQA (0-shot)
61
+ type: truthful_qa
62
+ config: multiple_choice
63
+ split: validation
64
+ args:
65
+ num_few_shot: 0
66
+ metrics:
67
+ - type: mc2
68
+ value: 37.36
69
+ source:
70
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
71
+ name: Open LLM Leaderboard
72
+ - task:
73
+ type: text-generation
74
+ name: Text Generation
75
+ dataset:
76
+ name: Winogrande (5-shot)
77
+ type: winogrande
78
+ config: winogrande_xl
79
+ split: validation
80
+ args:
81
+ num_few_shot: 5
82
+ metrics:
83
+ - type: acc
84
+ value: 73.4
85
+ name: accuracy
86
+ source:
87
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
88
+ name: Open LLM Leaderboard
89
+ - task:
90
+ type: text-generation
91
+ name: Text Generation
92
+ dataset:
93
+ name: GSM8k (5-shot)
94
+ type: gsm8k
95
+ config: main
96
+ split: test
97
+ args:
98
+ num_few_shot: 5
99
+ metrics:
100
+ - type: acc
101
+ value: 1.82
102
+ name: accuracy
103
+ source:
104
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vihangd/DopeyTinyLlama-1.1B-v1
105
+ name: Open LLM Leaderboard
106
  ---
107
  <p><h1> DopeyTinyLlama-1.1B-v1 </h1></p>
108
  An experimental DPO finetune of SmarTinyLlama with Alpaca-QLoRA
 
112
 
113
  <p><h2> Prompt Template </h2></p>
114
  Uses chatml style prompt template
115
+ <br><br>
116
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
117
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_vihangd__DopeyTinyLlama-1.1B-v1)
118
+
119
+ | Metric |Value|
120
+ |---------------------------------|----:|
121
+ |Avg. |40.04|
122
+ |AI2 Reasoning Challenge (25-Shot)|38.40|
123
+ |HellaSwag (10-Shot) |63.49|
124
+ |MMLU (5-Shot) |25.76|
125
+ |TruthfulQA (0-shot) |37.36|
126
+ |Winogrande (5-shot) |73.40|
127
+ |GSM8k (5-shot) | 1.82|
128
+