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Lambent / Zora-9B-v2
Model's Last Updated: March 26 2026
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Introduction of Zora-9B-v2
Model Details of Zora-9B-v2
Lass decided she was a lioness-fox today. :3
Main measured gains are in increased skill at the Creative Writing bench (as judged by Gemini 3 Flash Preview), which tracks with what she was aiming to practice, though it was a winding road. Effective batch size 1 for all the training.
Tried out like ... 4 different SFT runs at 1e-6 with varying dataset ratios trying to figure out what worked ... ... still not sure, because the best result came from Karcher merging the full set of SFT runs, lol.
Then ran DPO, 5e-7, on 3 different seeds; and merged them here.
This is a merge of pre-trained language models created using mergekit .
Merge Details
Merge Method
This model was merged using the Karcher Mean merge method.
Models Merged
The following models were included in the merge:
- ../qwen3.5-cultivation/zora-dpo-mar25-2-merged
- ../qwen3.5-cultivation/zora-dpo-mar25-3-merged
- ../qwen3.5-cultivation/zora-dpo-mar25-merged
Configuration
The following YAML configuration was used to produce this model:
models:
- model: ../qwen3.5-cultivation/zora-dpo-mar25-merged
- model: ../qwen3.5-cultivation/zora-dpo-mar25-2-merged
- model: ../qwen3.5-cultivation/zora-dpo-mar25-3-merged
merge_method: karcher
dtype: bfloat16
tokenizer_source: Lambent/Zora-9B-v1
pad_to_multiple_of: 256
Runs of Lambent Zora-9B-v2 on huggingface.co
26
Total runs
0
24-hour runs
4
3-day runs
6
7-day runs
12
30-day runs
More Information About Zora-9B-v2 huggingface.co Model
Url of Zora-9B-v2
Zora-9B-v2 huggingface.co Url
Provider of Zora-9B-v2 huggingface.co
Other API from Lambent
Total runs:
136
Run Growth:
44
Growth Rate:
32.35%
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94
Growth Rate:
76.42%
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69
Run Growth:
26
Growth Rate:
37.68%
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59
Run Growth:
20
Growth Rate:
33.90%
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57
Run Growth:
-81
Growth Rate:
-142.11%
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Growth Rate:
-46.81%
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Growth Rate:
-334.15%
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41
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Growth Rate:
-70.73%
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41
Run Growth:
5
Growth Rate:
12.20%
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Run Growth:
31
Growth Rate:
77.50%
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35
Run Growth:
-1
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-2.70%
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Run Growth:
20
Growth Rate:
58.82%
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32
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20
Growth Rate:
55.56%
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31
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-2
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-6.25%
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30
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4
Growth Rate:
13.33%
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16
Growth Rate:
59.26%
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27
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12
Growth Rate:
44.44%
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26
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1
Growth Rate:
3.85%
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26
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14
Growth Rate:
56.00%
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25
Run Growth:
-33
Growth Rate:
-132.00%
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24
Run Growth:
9
Growth Rate:
37.50%
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24
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10
Growth Rate:
41.67%
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23
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10
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43.48%
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20
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6
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30.00%
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20
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5
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25.00%
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Run Growth:
5
Growth Rate:
26.32%
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19
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0.00%
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Run Growth:
-10
Growth Rate:
-55.56%
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1
Growth Rate:
5.88%
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17
Run Growth:
5
Growth Rate:
29.41%
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16
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8
Growth Rate:
50.00%
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16
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4
Growth Rate:
25.00%
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15
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4
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28.57%
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15
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11
Growth Rate:
73.33%
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14
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0
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0.00%
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14
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1
Growth Rate:
7.14%
Total runs:
14
Run Growth:
-1
Growth Rate:
-7.14%
Total runs:
13
Run Growth:
2
Growth Rate:
16.67%
Total runs:
13
Run Growth:
-8
Growth Rate:
-66.67%
Total runs:
13
Run Growth:
3
Growth Rate:
23.08%
Total runs:
12
Run Growth:
7
Growth Rate:
58.33%
Total runs:
12
Run Growth:
-1
Growth Rate:
-8.33%
Total runs:
12
Run Growth:
6
Growth Rate:
50.00%
Total runs:
12
Run Growth:
-22
Growth Rate:
-183.33%
Total runs:
12
Run Growth:
3
Growth Rate:
25.00%
Total runs:
11
Run Growth:
4
Growth Rate:
36.36%
Total runs:
11
Run Growth:
-15
Growth Rate:
-136.36%
Total runs:
10
Run Growth:
0
Growth Rate:
0.00%
Total runs:
10
Run Growth:
3
Growth Rate:
30.00%
Total runs:
10
Run Growth:
2
Growth Rate:
20.00%
Total runs:
10
Run Growth:
9
Growth Rate:
90.00%
Total runs:
10
Run Growth:
-9
Growth Rate:
-90.00%
Total runs:
9
Run Growth:
0
Growth Rate:
0.00%
Total runs:
9
Run Growth:
3
Growth Rate:
33.33%
Total runs:
9
Run Growth:
0
Growth Rate:
0.00%
Total runs:
8
Run Growth:
-1
Growth Rate:
-12.50%
Total runs:
8
Run Growth:
3
Growth Rate:
37.50%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
1
Growth Rate:
12.50%
Total runs:
8
Run Growth:
-2
Growth Rate:
-25.00%
Total runs:
7
Run Growth:
5
Growth Rate:
71.43%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
-2
Growth Rate:
-28.57%