Adding Evaluation Results
#1
by
prithivMLmods
- opened
README.md
CHANGED
@@ -12,6 +12,105 @@ tags:
|
|
12 |
- trl
|
13 |
- Dinobot
|
14 |
- Exp
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
---
|
16 |

|
17 |
# **Dinobot-Opus-14B-Exp**
|
@@ -100,4 +199,18 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
|
|
100 |
Minor errors in early responses may affect overall coherence in long-form outputs.
|
101 |
|
102 |
6. **Prompt Sensitivity**:
|
103 |
-
The effectiveness of responses may depend on how well the input prompt is structured.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
- trl
|
13 |
- Dinobot
|
14 |
- Exp
|
15 |
+
model-index:
|
16 |
+
- name: Dinobot-Opus-14B-Exp
|
17 |
+
results:
|
18 |
+
- task:
|
19 |
+
type: text-generation
|
20 |
+
name: Text Generation
|
21 |
+
dataset:
|
22 |
+
name: IFEval (0-Shot)
|
23 |
+
type: wis-k/instruction-following-eval
|
24 |
+
split: train
|
25 |
+
args:
|
26 |
+
num_few_shot: 0
|
27 |
+
metrics:
|
28 |
+
- type: inst_level_strict_acc and prompt_level_strict_acc
|
29 |
+
value: 82.4
|
30 |
+
name: averaged accuracy
|
31 |
+
source:
|
32 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
33 |
+
name: Open LLM Leaderboard
|
34 |
+
- task:
|
35 |
+
type: text-generation
|
36 |
+
name: Text Generation
|
37 |
+
dataset:
|
38 |
+
name: BBH (3-Shot)
|
39 |
+
type: SaylorTwift/bbh
|
40 |
+
split: test
|
41 |
+
args:
|
42 |
+
num_few_shot: 3
|
43 |
+
metrics:
|
44 |
+
- type: acc_norm
|
45 |
+
value: 48.2
|
46 |
+
name: normalized accuracy
|
47 |
+
source:
|
48 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
49 |
+
name: Open LLM Leaderboard
|
50 |
+
- task:
|
51 |
+
type: text-generation
|
52 |
+
name: Text Generation
|
53 |
+
dataset:
|
54 |
+
name: MATH Lvl 5 (4-Shot)
|
55 |
+
type: lighteval/MATH-Hard
|
56 |
+
split: test
|
57 |
+
args:
|
58 |
+
num_few_shot: 4
|
59 |
+
metrics:
|
60 |
+
- type: exact_match
|
61 |
+
value: 53.17
|
62 |
+
name: exact match
|
63 |
+
source:
|
64 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
65 |
+
name: Open LLM Leaderboard
|
66 |
+
- task:
|
67 |
+
type: text-generation
|
68 |
+
name: Text Generation
|
69 |
+
dataset:
|
70 |
+
name: GPQA (0-shot)
|
71 |
+
type: Idavidrein/gpqa
|
72 |
+
split: train
|
73 |
+
args:
|
74 |
+
num_few_shot: 0
|
75 |
+
metrics:
|
76 |
+
- type: acc_norm
|
77 |
+
value: 9.96
|
78 |
+
name: acc_norm
|
79 |
+
source:
|
80 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
81 |
+
name: Open LLM Leaderboard
|
82 |
+
- task:
|
83 |
+
type: text-generation
|
84 |
+
name: Text Generation
|
85 |
+
dataset:
|
86 |
+
name: MuSR (0-shot)
|
87 |
+
type: TAUR-Lab/MuSR
|
88 |
+
args:
|
89 |
+
num_few_shot: 0
|
90 |
+
metrics:
|
91 |
+
- type: acc_norm
|
92 |
+
value: 12.65
|
93 |
+
name: acc_norm
|
94 |
+
source:
|
95 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
96 |
+
name: Open LLM Leaderboard
|
97 |
+
- task:
|
98 |
+
type: text-generation
|
99 |
+
name: Text Generation
|
100 |
+
dataset:
|
101 |
+
name: MMLU-PRO (5-shot)
|
102 |
+
type: TIGER-Lab/MMLU-Pro
|
103 |
+
config: main
|
104 |
+
split: test
|
105 |
+
args:
|
106 |
+
num_few_shot: 5
|
107 |
+
metrics:
|
108 |
+
- type: acc
|
109 |
+
value: 44.21
|
110 |
+
name: accuracy
|
111 |
+
source:
|
112 |
+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=prithivMLmods%2FDinobot-Opus-14B-Exp
|
113 |
+
name: Open LLM Leaderboard
|
114 |
---
|
115 |

|
116 |
# **Dinobot-Opus-14B-Exp**
|
|
|
199 |
Minor errors in early responses may affect overall coherence in long-form outputs.
|
200 |
|
201 |
6. **Prompt Sensitivity**:
|
202 |
+
The effectiveness of responses may depend on how well the input prompt is structured.
|
203 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
204 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/prithivMLmods__Dinobot-Opus-14B-Exp-details)!
|
205 |
+
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=prithivMLmods%2FDinobot-Opus-14B-Exp&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!
|
206 |
+
|
207 |
+
| Metric |Value (%)|
|
208 |
+
|-------------------|--------:|
|
209 |
+
|**Average** | 41.77|
|
210 |
+
|IFEval (0-Shot) | 82.40|
|
211 |
+
|BBH (3-Shot) | 48.20|
|
212 |
+
|MATH Lvl 5 (4-Shot)| 53.17|
|
213 |
+
|GPQA (0-shot) | 9.96|
|
214 |
+
|MuSR (0-shot) | 12.65|
|
215 |
+
|MMLU-PRO (5-shot) | 44.21|
|
216 |
+
|