Total runs:
736
Run Growth:
736
Growth Rate:
100.00%
Sponsored by
Vmake Labs Video Enhancer
birgermoell / Rapid-Cycling
Model's Last Updated: January 30 2024
text-generation
Introduction of Rapid-Cycling
Model Details of Rapid-Cycling
Rapid-Cycling
Rapid-Cycling is a merge of the following models using
LazyMergekit
:
🧩 Configuration
slices:
- sources:
- model: timpal0l/Mistral-7B-v0.1-flashback-v2
layer_range: [0, 32]
- model: RJuro/munin-neuralbeagle-7b
layer_range: [0, 32]
merge_method: slerp
base_model: timpal0l/Mistral-7B-v0.1-flashback-v2
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "birgermoell/Rapid-Cycling"
messages = [{"role": "user", "content": "What is a large language model?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
Runs of birgermoell Rapid-Cycling on huggingface.co
23
Total runs
2
24-hour runs
4
3-day runs
3
7-day runs
2
30-day runs
More Information About Rapid-Cycling huggingface.co Model
Url of Rapid-Cycling
Rapid-Cycling huggingface.co Url
Provider of Rapid-Cycling huggingface.co
Other API from birgermoell
Updated:October 06 2026
Total runs:
401
Run Growth:
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Growth Rate:
-181.80%
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328
Run Growth:
328
Growth Rate:
100.00%
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304
Run Growth:
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Growth Rate:
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38.71%
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Growth Rate:
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136
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136
Growth Rate:
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Run Growth:
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Growth Rate:
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59
Run Growth:
42
Growth Rate:
71.19%
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48
Run Growth:
11
Growth Rate:
22.92%
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33
Run Growth:
5
Growth Rate:
15.63%
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32
Run Growth:
-1.1K
Growth Rate:
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31
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1
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3.23%
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27
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4
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14.81%
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26
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Growth Rate:
-640.00%
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22
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11
Growth Rate:
50.00%
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22
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Growth Rate:
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21
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Growth Rate:
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Growth Rate:
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Growth Rate:
61.90%
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10
Growth Rate:
50.00%
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20
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Growth Rate:
-190.00%
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Run Growth:
10
Growth Rate:
52.63%
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12
Growth Rate:
63.16%
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Growth Rate:
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Growth Rate:
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Growth Rate:
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5
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27.78%
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27.78%
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4
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23.53%
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1
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5.88%
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17
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0
Growth Rate:
0.00%
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17
Run Growth:
5
Growth Rate:
29.41%
Total runs:
17
Run Growth:
10
Growth Rate:
58.82%
Total runs:
16
Run Growth:
-6
Growth Rate:
-37.50%
Total runs:
16
Run Growth:
9
Growth Rate:
56.25%
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15
Run Growth:
7
Growth Rate:
46.67%
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15
Run Growth:
3
Growth Rate:
20.00%
Total runs:
15
Run Growth:
2
Growth Rate:
13.33%
Total runs:
14
Run Growth:
2
Growth Rate:
14.29%
Total runs:
14
Run Growth:
-10
Growth Rate:
-71.43%
Total runs:
14
Run Growth:
-7
Growth Rate:
-50.00%
Total runs:
13
Run Growth:
-3
Growth Rate:
-23.08%
Total runs:
12
Run Growth:
-30
Growth Rate:
-250.00%
Total runs:
12
Run Growth:
-7
Growth Rate:
-58.33%
Total runs:
11
Run Growth:
-4
Growth Rate:
-36.36%
Total runs:
11
Run Growth:
-2
Growth Rate:
-18.18%
Total runs:
10
Run Growth:
0
Growth Rate:
0.00%
Total runs:
9
Run Growth:
-15
Growth Rate:
-166.67%
Total runs:
9
Run Growth:
-2
Growth Rate:
-20.00%
Total runs:
9
Run Growth:
-9
Growth Rate:
-100.00%
Total runs:
9
Run Growth:
2
Growth Rate:
22.22%
Total runs:
9
Run Growth:
-5
Growth Rate:
-71.43%
Total runs:
9
Run Growth:
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Growth Rate:
-57.14%
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9
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Growth Rate:
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8
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0.00%
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Growth Rate:
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Growth Rate:
-137.50%
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8
Run Growth:
-4
Growth Rate:
-57.14%
Total runs:
7
Run Growth:
-6
Growth Rate:
-85.71%
Total runs:
7
Run Growth:
-3
Growth Rate:
-42.86%
Total runs:
7
Run Growth:
-3
Growth Rate:
-42.86%
Total runs:
6
Run Growth:
-4
Growth Rate:
-66.67%
Total runs:
5
Run Growth:
-3
Growth Rate:
-60.00%
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0
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0
Growth Rate:
0.00%
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0.00%
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