Total runs:
8.6K
Run Growth:
51
Growth Rate:
0.59%
Sponsored by
APIMart
Weyaxi / Helion-4x34B
Model's Last Updated: January 17 2024
text-generation
Introduction of Helion-4x34B
Model Details of Helion-4x34B
Helion-4x34B
This is the model for Helion-4x34B. I used this repo to make this MOE model.
Prompt Template(s):
Since bagel-dpo-34b-v0.2 uses many prompt templates, you can utilize prompt templates provided by bagel and other expert's prompt templates.
Note: I currently do not know which prompt template is best.
ChatML:
<|im_start|>system
{system}<|im_end|>
<|im_start|>user
{user}<|im_end|>
<|im_start|>assistant
{asistant}<|im_end|>
Human Asistant
Human: {user}
### Assistant: {asistant}
Alpaca (sort of)
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
{system}
{instruction}
### Response:
Vicuna
{system}
USER: {instruction}
ASSISTANT:
Visit bagel-dpo-34b-v0.2 to try more prompt templates.
Yaml Config to reproduce
base_model: nontoxic-bagel-34b-v0.2
gate_mode: hidden
dtype: bfloat16
experts:
- source_model: bagel-dpo-34b-v0.2
positive_prompts: ["question answering", "Q:", science", "biology", "chemistry", "physics"]
negative_prompts: ["math", "reason", "mathematics", "solve", "count", "code", "python", "javascript", "programming", "algorithm"]
- source_model: Nous-Hermes-2-Yi-34B
positive_prompts: ["chat", "math", "reason", "mathematics", "solve", "count", "python", "javascript", "programming", "algorithm", "tell me", "assistant"]
- source_model: SUS-Chat-34B
positive_prompts: ["math", "reason", "mathematics", "solve", "count", "assistant"]
- source_model: platypus-yi-34b
positive_prompts: [""]
negative_prompts: ["math", "reason", "mathematics", "solve", "count"]
Quantizationed versions
Quantizationed versions of this model is available thanks to TheBloke .
GPTQ
GGUF
AWQ
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 75.48 |
| AI2 Reasoning Challenge (25-Shot) | 69.71 |
| HellaSwag (10-Shot) | 85.28 |
| MMLU (5-Shot) | 77.33 |
| TruthfulQA (0-shot) | 63.91 |
| Winogrande (5-shot) | 84.37 |
| GSM8k (5-shot) | 72.25 |
If you would like to support me:
Runs of Weyaxi Helion-4x34B on huggingface.co
125
Total runs
0
24-hour runs
0
3-day runs
-6
7-day runs
22
30-day runs
More Information About Helion-4x34B huggingface.co Model
Url of Helion-4x34B
Helion-4x34B huggingface.co Url
Provider of Helion-4x34B huggingface.co
Other API from Weyaxi
Updated:September 15 2024
Total runs:
8.6K
Run Growth:
64
Growth Rate:
0.74%
Total runs:
8.6K
Run Growth:
84
Growth Rate:
0.98%
Total runs:
923
Run Growth:
-289
Growth Rate:
-31.31%
Total runs:
868
Run Growth:
-128
Growth Rate:
-14.75%
Total runs:
865
Run Growth:
-101
Growth Rate:
-11.68%
Total runs:
862
Run Growth:
-142
Growth Rate:
-16.47%
Total runs:
239
Run Growth:
-255
Growth Rate:
-106.69%
Total runs:
236
Run Growth:
-243
Growth Rate:
-102.97%
Total runs:
234
Run Growth:
-197
Growth Rate:
-84.19%
Total runs:
145
Run Growth:
-100
Growth Rate:
-68.97%
Total runs:
144
Run Growth:
-309
Growth Rate:
-214.58%
Total runs:
135
Run Growth:
-314
Growth Rate:
-232.59%
Total runs:
117
Run Growth:
-103
Growth Rate:
-88.03%
Total runs:
116
Run Growth:
-104
Growth Rate:
-89.66%
Total runs:
103
Run Growth:
-100
Growth Rate:
-97.09%
Total runs:
100
Run Growth:
1
Growth Rate:
1.00%
Total runs:
100
Run Growth:
1
Growth Rate:
1.00%
Total runs:
100
Run Growth:
-104
Growth Rate:
-104.00%
Total runs:
99
Run Growth:
-339
Growth Rate:
-342.42%
Total runs:
98
Run Growth:
-335
Growth Rate:
-341.84%
Total runs:
97
Run Growth:
-99
Growth Rate:
-102.06%
Total runs:
97
Run Growth:
-98
Growth Rate:
-101.03%
Total runs:
97
Run Growth:
-97
Growth Rate:
-100.00%
Total runs:
97
Run Growth:
3
Growth Rate:
3.09%
Total runs:
97
Run Growth:
-99
Growth Rate:
-102.06%
Total runs:
94
Run Growth:
-101
Growth Rate:
-107.45%
Total runs:
93
Run Growth:
-336
Growth Rate:
-361.29%
Total runs:
89
Run Growth:
2
Growth Rate:
2.25%
Total runs:
87
Run Growth:
10
Growth Rate:
11.49%
Total runs:
85
Run Growth:
-344
Growth Rate:
-404.71%
Total runs:
74
Run Growth:
2
Growth Rate:
2.70%
Total runs:
74
Run Growth:
6
Growth Rate:
8.11%
Total runs:
71
Run Growth:
33
Growth Rate:
46.48%
Total runs:
70
Run Growth:
9
Growth Rate:
12.86%
Total runs:
69
Run Growth:
4
Growth Rate:
5.80%
Total runs:
66
Run Growth:
7
Growth Rate:
10.61%
Total runs:
65
Run Growth:
-1
Growth Rate:
-1.54%
Total runs:
63
Run Growth:
-5
Growth Rate:
-7.94%
Total runs:
60
Run Growth:
-4
Growth Rate:
-6.67%
Total runs:
58
Run Growth:
-3
Growth Rate:
-5.17%
Total runs:
55
Run Growth:
-7
Growth Rate:
-12.96%
Total runs:
54
Run Growth:
-10
Growth Rate:
-18.18%
Total runs:
54
Run Growth:
22
Growth Rate:
40.74%
Total runs:
51
Run Growth:
-12
Growth Rate:
-23.53%
Total runs:
42
Run Growth:
3
Growth Rate:
7.14%
Total runs:
39
Run Growth:
20
Growth Rate:
54.05%
Total runs:
34
Run Growth:
11
Growth Rate:
33.33%
Total runs:
32
Run Growth:
7
Growth Rate:
20.00%
Total runs:
31
Run Growth:
13
Growth Rate:
40.63%
Total runs:
29
Run Growth:
12
Growth Rate:
41.38%
Total runs:
29
Run Growth:
11
Growth Rate:
36.67%
Total runs:
29
Run Growth:
13
Growth Rate:
41.94%
Total runs:
29
Run Growth:
11
Growth Rate:
36.67%
Total runs:
27
Run Growth:
10
Growth Rate:
40.00%
Total runs:
27
Run Growth:
12
Growth Rate:
41.38%
Total runs:
27
Run Growth:
27
Growth Rate:
100.00%
Total runs:
26
Run Growth:
-7
Growth Rate:
-26.92%
Total runs:
26
Run Growth:
2
Growth Rate:
8.33%
Total runs:
26
Run Growth:
8
Growth Rate:
33.33%
Total runs:
25
Run Growth:
-7
Growth Rate:
-29.17%
Total runs:
24
Run Growth:
8
Growth Rate:
33.33%
Total runs:
23
Run Growth:
4
Growth Rate:
18.18%
Total runs:
23
Run Growth:
7
Growth Rate:
33.33%
Total runs:
23
Run Growth:
10
Growth Rate:
40.00%
Total runs:
22
Run Growth:
10
Growth Rate:
41.67%
Total runs:
21
Run Growth:
6
Growth Rate:
28.57%
Total runs:
21
Run Growth:
5
Growth Rate:
21.74%
Total runs:
20
Run Growth:
8
Growth Rate:
44.44%
Total runs:
19
Run Growth:
8
Growth Rate:
47.06%
Total runs:
19
Run Growth:
-4
Growth Rate:
-18.18%
Total runs:
18
Run Growth:
-5
Growth Rate:
-27.78%
Total runs:
18
Run Growth:
2
Growth Rate:
12.50%
Total runs:
16
Run Growth:
3
Growth Rate:
20.00%
Total runs:
15
Run Growth:
-1
Growth Rate:
-7.69%
Total runs:
12
Run Growth:
1
Growth Rate:
8.33%
Total runs:
12
Run Growth:
2
Growth Rate:
16.67%