Total runs:
315
Run Growth:
274
Growth Rate:
86.98%
Sponsored by
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athirdpath / Harmonia-20b-GGUF
Model's Last Updated: November 28 2023
Introduction of Harmonia-20b-GGUF
Model Details of Harmonia-20b-GGUF
Description
These are fp16, q_8_0, q5_k_m, and q4_k_m GGUF quants of Harmonia-20B.
Harmonia-20B is a unified 20B model crafted via a multi-step SLERP merge of eight 20B models. The aim was to develop a versatile "base model" for TaskArithmetic in this size class.
Merging Process:
Models:
- model: Undi95/Emerhyst-20B
- model: Undi95/MXLewd-L2-20B
- model: Undi95/Lewd-Sydney-20B
- model: athirdpath/Nethena-20b-Glued
- model: tavtav/Rose-20B
- model: Undi95/PsyMedRP-v1-20B
- model: NeverSleep/Noromaid-20b-v0.1.1
- model: Undi95/U-Amethyst-20B
Concept:
The idea behind this process was to blend the unique attributes of each model while minimizing individual quirks. This approach has also shown promising results as a standalone RP model, providing a combination of high-quality writing and situational problem-solving/awareness.
Prompt template: Alpaca
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
{prompt}
### Response:
Thanks to Undi95 for pioneering the 20B recipe, and for most of the models involved.
Runs of athirdpath Harmonia-20b-GGUF on huggingface.co
46
Total runs
-2
24-hour runs
-2
3-day runs
7
7-day runs
3
30-day runs
More Information About Harmonia-20b-GGUF huggingface.co Model
Url of Harmonia-20b-GGUF
Harmonia-20b-GGUF huggingface.co Url
Provider of Harmonia-20b-GGUF huggingface.co
Other API from athirdpath
Updated:May 04 2024
Total runs:
246
Run Growth:
209
Growth Rate:
84.62%
Total runs:
190
Run Growth:
74
Growth Rate:
38.95%
Total runs:
81
Run Growth:
-29
Growth Rate:
-35.80%
Total runs:
75
Run Growth:
-45
Growth Rate:
-60.00%
Total runs:
68
Run Growth:
10
Growth Rate:
14.71%
Total runs:
68
Run Growth:
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Growth Rate:
-76.47%
Total runs:
66
Run Growth:
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Growth Rate:
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Total runs:
62
Run Growth:
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Growth Rate:
-4.84%
Total runs:
58
Run Growth:
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Growth Rate:
-105.17%
Total runs:
53
Run Growth:
-72
Growth Rate:
-135.85%
Total runs:
51
Run Growth:
-61
Growth Rate:
-119.61%
Total runs:
51
Run Growth:
18
Growth Rate:
35.29%
Total runs:
47
Run Growth:
-64
Growth Rate:
-136.17%
Total runs:
40
Run Growth:
15
Growth Rate:
37.50%
Total runs:
38
Run Growth:
-44
Growth Rate:
-115.79%
Total runs:
35
Run Growth:
14
Growth Rate:
40.00%
Total runs:
33
Run Growth:
4
Growth Rate:
12.12%
Total runs:
32
Run Growth:
2
Growth Rate:
6.25%
Total runs:
31
Run Growth:
11
Growth Rate:
35.48%
Total runs:
29
Run Growth:
12
Growth Rate:
41.38%
Total runs:
27
Run Growth:
-48
Growth Rate:
-177.78%
Total runs:
27
Run Growth:
11
Growth Rate:
40.74%
Total runs:
26
Run Growth:
7
Growth Rate:
26.92%
Total runs:
26
Run Growth:
14
Growth Rate:
53.85%
Total runs:
25
Run Growth:
11
Growth Rate:
44.00%
Total runs:
24
Run Growth:
11
Growth Rate:
45.83%
Total runs:
22
Run Growth:
5
Growth Rate:
21.74%
Total runs:
22
Run Growth:
10
Growth Rate:
45.45%
Total runs:
22
Run Growth:
11
Growth Rate:
50.00%
Total runs:
22
Run Growth:
11
Growth Rate:
50.00%
Total runs:
22
Run Growth:
12
Growth Rate:
54.55%
Total runs:
21
Run Growth:
12
Growth Rate:
57.14%
Total runs:
21
Run Growth:
16
Growth Rate:
76.19%
Total runs:
21
Run Growth:
15
Growth Rate:
71.43%
Total runs:
20
Run Growth:
9
Growth Rate:
45.00%
Total runs:
19
Run Growth:
11
Growth Rate:
55.00%
Total runs:
18
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
6
Growth Rate:
30.00%
Total runs:
20
Run Growth:
11
Growth Rate:
55.00%
Total runs:
20
Run Growth:
11
Growth Rate:
55.00%
Total runs:
19
Run Growth:
7
Growth Rate:
36.84%
Total runs:
19
Run Growth:
6
Growth Rate:
31.58%
Total runs:
18
Run Growth:
11
Growth Rate:
57.89%
Total runs:
19
Run Growth:
9
Growth Rate:
47.37%
Total runs:
18
Run Growth:
7
Growth Rate:
38.89%
Total runs:
18
Run Growth:
7
Growth Rate:
38.89%
Total runs:
18
Run Growth:
12
Growth Rate:
66.67%
Total runs:
18
Run Growth:
5
Growth Rate:
27.78%
Total runs:
18
Run Growth:
10
Growth Rate:
55.56%
Total runs:
18
Run Growth:
11
Growth Rate:
61.11%
Total runs:
18
Run Growth:
4
Growth Rate:
22.22%
Total runs:
18
Run Growth:
8
Growth Rate:
44.44%
Total runs:
18
Run Growth:
12
Growth Rate:
66.67%
Total runs:
17
Run Growth:
-12
Growth Rate:
-70.59%
Total runs:
17
Run Growth:
8
Growth Rate:
47.06%
Total runs:
17
Run Growth:
8
Growth Rate:
47.06%
Total runs:
16
Run Growth:
9
Growth Rate:
56.25%
Total runs:
15
Run Growth:
2
Growth Rate:
12.50%
Total runs:
16
Run Growth:
8
Growth Rate:
50.00%
Total runs:
16
Run Growth:
-9
Growth Rate:
-56.25%
Total runs:
16
Run Growth:
14
Growth Rate:
87.50%
Total runs:
16
Run Growth:
9
Growth Rate:
56.25%
Total runs:
15
Run Growth:
6
Growth Rate:
37.50%
Total runs:
13
Run Growth:
5
Growth Rate:
33.33%
Total runs:
15
Run Growth:
5
Growth Rate:
33.33%
Total runs:
15
Run Growth:
7
Growth Rate:
46.67%
Total runs:
15
Run Growth:
10
Growth Rate:
66.67%
Total runs:
15
Run Growth:
6
Growth Rate:
40.00%
Total runs:
12
Run Growth:
3
Growth Rate:
21.43%
Total runs:
14
Run Growth:
8
Growth Rate:
57.14%
Total runs:
14
Run Growth:
-2
Growth Rate:
-14.29%
Total runs:
14
Run Growth:
6
Growth Rate:
42.86%
Total runs:
13
Run Growth:
8
Growth Rate:
61.54%
Total runs:
13
Run Growth:
8
Growth Rate:
61.54%
Total runs:
13
Run Growth:
6
Growth Rate:
46.15%
Total runs:
12
Run Growth:
3
Growth Rate:
25.00%
Total runs:
12
Run Growth:
5
Growth Rate:
41.67%
Total runs:
12
Run Growth:
3
Growth Rate:
25.00%
Total runs:
11
Run Growth:
5
Growth Rate:
45.45%