jsfs11 commited on
Commit
c1b5ce7
1 Parent(s): 86fff26

Adding Evaluation Results (#1)

Browse files

- Adding Evaluation Results (50154d699552f7cba61cc38dacdf570a666b266d)

Files changed (1) hide show
  1. README.md +117 -1
README.md CHANGED
@@ -15,6 +15,109 @@ base_model:
15
  - mlabonne/AlphaMonarch-7B
16
  - Kukedlc/Neural4gsm8k
17
  - eren23/dpo-binarized-NeutrixOmnibe-7B
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18
  ---
19
 
20
  # MixtureofMerges-MoE-4x7b-v5
@@ -118,4 +221,17 @@ messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in
118
  prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
119
  outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
120
  print(outputs[0]["generated_text"])
121
- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15
  - mlabonne/AlphaMonarch-7B
16
  - Kukedlc/Neural4gsm8k
17
  - eren23/dpo-binarized-NeutrixOmnibe-7B
18
+ model-index:
19
+ - name: MixtureofMerges-MoE-4x7b-v5
20
+ results:
21
+ - task:
22
+ type: text-generation
23
+ name: Text Generation
24
+ dataset:
25
+ name: AI2 Reasoning Challenge (25-Shot)
26
+ type: ai2_arc
27
+ config: ARC-Challenge
28
+ split: test
29
+ args:
30
+ num_few_shot: 25
31
+ metrics:
32
+ - type: acc_norm
33
+ value: 73.89
34
+ name: normalized accuracy
35
+ source:
36
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
37
+ name: Open LLM Leaderboard
38
+ - task:
39
+ type: text-generation
40
+ name: Text Generation
41
+ dataset:
42
+ name: HellaSwag (10-Shot)
43
+ type: hellaswag
44
+ split: validation
45
+ args:
46
+ num_few_shot: 10
47
+ metrics:
48
+ - type: acc_norm
49
+ value: 89.0
50
+ name: normalized accuracy
51
+ source:
52
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
53
+ name: Open LLM Leaderboard
54
+ - task:
55
+ type: text-generation
56
+ name: Text Generation
57
+ dataset:
58
+ name: MMLU (5-Shot)
59
+ type: cais/mmlu
60
+ config: all
61
+ split: test
62
+ args:
63
+ num_few_shot: 5
64
+ metrics:
65
+ - type: acc
66
+ value: 64.69
67
+ name: accuracy
68
+ source:
69
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
70
+ name: Open LLM Leaderboard
71
+ - task:
72
+ type: text-generation
73
+ name: Text Generation
74
+ dataset:
75
+ name: TruthfulQA (0-shot)
76
+ type: truthful_qa
77
+ config: multiple_choice
78
+ split: validation
79
+ args:
80
+ num_few_shot: 0
81
+ metrics:
82
+ - type: mc2
83
+ value: 73.73
84
+ source:
85
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
86
+ name: Open LLM Leaderboard
87
+ - task:
88
+ type: text-generation
89
+ name: Text Generation
90
+ dataset:
91
+ name: Winogrande (5-shot)
92
+ type: winogrande
93
+ config: winogrande_xl
94
+ split: validation
95
+ args:
96
+ num_few_shot: 5
97
+ metrics:
98
+ - type: acc
99
+ value: 85.08
100
+ name: accuracy
101
+ source:
102
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
103
+ name: Open LLM Leaderboard
104
+ - task:
105
+ type: text-generation
106
+ name: Text Generation
107
+ dataset:
108
+ name: GSM8k (5-shot)
109
+ type: gsm8k
110
+ config: main
111
+ split: test
112
+ args:
113
+ num_few_shot: 5
114
+ metrics:
115
+ - type: acc
116
+ value: 69.75
117
+ name: accuracy
118
+ source:
119
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/MixtureofMerges-MoE-4x7b-v5
120
+ name: Open LLM Leaderboard
121
  ---
122
 
123
  # MixtureofMerges-MoE-4x7b-v5
 
221
  prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
222
  outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
223
  print(outputs[0]["generated_text"])
224
+ ```
225
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
226
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_jsfs11__MixtureofMerges-MoE-4x7b-v5)
227
+
228
+ | Metric |Value|
229
+ |---------------------------------|----:|
230
+ |Avg. |76.02|
231
+ |AI2 Reasoning Challenge (25-Shot)|73.89|
232
+ |HellaSwag (10-Shot) |89.00|
233
+ |MMLU (5-Shot) |64.69|
234
+ |TruthfulQA (0-shot) |73.73|
235
+ |Winogrande (5-shot) |85.08|
236
+ |GSM8k (5-shot) |69.75|
237
+