prithivMLmods commited on
Commit
7334ec7
·
verified ·
1 Parent(s): 8ff81f7

Adding Evaluation Results (#1)

Browse files

- Adding Evaluation Results (aed7ac8fafa67862ded808f1101776d27331bbea)

Files changed (1) hide show
  1. README.md +114 -1
README.md CHANGED
@@ -11,6 +11,105 @@ tags:
11
  - text-generation-inference
12
  - trl
13
  - coma
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14
  ---
15
 
16
  ![15.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/6vkhKAWP5kENYbiNKbuhc.png)
@@ -101,4 +200,18 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
101
  Minor errors in early responses may affect overall coherence in long-form outputs.
102
 
103
  6. **Prompt Sensitivity**:
104
- The effectiveness of responses may depend on how well the input prompt is structured.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11
  - text-generation-inference
12
  - trl
13
  - coma
14
+ model-index:
15
+ - name: Coma-II-14B
16
+ results:
17
+ - task:
18
+ type: text-generation
19
+ name: Text Generation
20
+ dataset:
21
+ name: IFEval (0-Shot)
22
+ type: wis-k/instruction-following-eval
23
+ split: train
24
+ args:
25
+ num_few_shot: 0
26
+ metrics:
27
+ - type: inst_level_strict_acc and prompt_level_strict_acc
28
+ value: 41.84
29
+ name: averaged accuracy
30
+ source:
31
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
32
+ name: Open LLM Leaderboard
33
+ - task:
34
+ type: text-generation
35
+ name: Text Generation
36
+ dataset:
37
+ name: BBH (3-Shot)
38
+ type: SaylorTwift/bbh
39
+ split: test
40
+ args:
41
+ num_few_shot: 3
42
+ metrics:
43
+ - type: acc_norm
44
+ value: 46.89
45
+ name: normalized accuracy
46
+ source:
47
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
48
+ name: Open LLM Leaderboard
49
+ - task:
50
+ type: text-generation
51
+ name: Text Generation
52
+ dataset:
53
+ name: MATH Lvl 5 (4-Shot)
54
+ type: lighteval/MATH-Hard
55
+ split: test
56
+ args:
57
+ num_few_shot: 4
58
+ metrics:
59
+ - type: exact_match
60
+ value: 55.14
61
+ name: exact match
62
+ source:
63
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
64
+ name: Open LLM Leaderboard
65
+ - task:
66
+ type: text-generation
67
+ name: Text Generation
68
+ dataset:
69
+ name: GPQA (0-shot)
70
+ type: Idavidrein/gpqa
71
+ split: train
72
+ args:
73
+ num_few_shot: 0
74
+ metrics:
75
+ - type: acc_norm
76
+ value: 20.02
77
+ name: acc_norm
78
+ source:
79
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
80
+ name: Open LLM Leaderboard
81
+ - task:
82
+ type: text-generation
83
+ name: Text Generation
84
+ dataset:
85
+ name: MuSR (0-shot)
86
+ type: TAUR-Lab/MuSR
87
+ args:
88
+ num_few_shot: 0
89
+ metrics:
90
+ - type: acc_norm
91
+ value: 28.09
92
+ name: acc_norm
93
+ source:
94
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
95
+ name: Open LLM Leaderboard
96
+ - task:
97
+ type: text-generation
98
+ name: Text Generation
99
+ dataset:
100
+ name: MMLU-PRO (5-shot)
101
+ type: TIGER-Lab/MMLU-Pro
102
+ config: main
103
+ split: test
104
+ args:
105
+ num_few_shot: 5
106
+ metrics:
107
+ - type: acc
108
+ value: 44.89
109
+ name: accuracy
110
+ source:
111
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FComa-II-14B
112
+ name: Open LLM Leaderboard
113
  ---
114
 
115
  ![15.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/6vkhKAWP5kENYbiNKbuhc.png)
 
200
  Minor errors in early responses may affect overall coherence in long-form outputs.
201
 
202
  6. **Prompt Sensitivity**:
203
+ The effectiveness of responses may depend on how well the input prompt is structured.
204
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
205
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/prithivMLmods__Coma-II-14B-details)!
206
+ Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=prithivMLmods%2FComa-II-14B&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!
207
+
208
+ | Metric |Value (%)|
209
+ |-------------------|--------:|
210
+ |**Average** | 39.48|
211
+ |IFEval (0-Shot) | 41.84|
212
+ |BBH (3-Shot) | 46.89|
213
+ |MATH Lvl 5 (4-Shot)| 55.14|
214
+ |GPQA (0-shot) | 20.02|
215
+ |MuSR (0-shot) | 28.09|
216
+ |MMLU-PRO (5-shot) | 44.89|
217
+