Total runs:
410
Run Growth:
365
Growth Rate:
89.02%
Sponsored by
AdsCreator.com
athirdpath / Harmonia-no_robots-20b
Model's Last Updated: November 27 2023
text-generation
Introduction of Harmonia-no_robots-20b
Model Details of Harmonia-no_robots-20b
This was mostly a test to see what the loss/eval looked like when training on top of Harmonia, and in that sense it was a sterling success, without the "jitter" I experienced training on top of Nethena 20b. Quick testing shows a bit of derpiness, but a nice conversational flow. Overall, this will be helpful in developing additional 20b merges.
NOTES
This model is a fine-tuned version of athirdpath/Harmonia-20B on the HF No Robots dataset. It achieves the following results on the evaluation set:
- Loss: 1.4881
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3.5e-05
- train_batch_size: 3
- eval_batch_size: 3
- seed: 42
- gradient_accumulation_steps: 3
- total_train_batch_size: 9
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 10
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5598 | 0.55 | 50 | 1.5816 |
| 1.5384 | 1.08 | 100 | 1.5146 |
| 1.5362 | 1.64 | 150 | 1.4972 |
| 1.4234 | 2.17 | 200 | 1.4902 |
| 1.4678 | 2.72 | 250 | 1.4881 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
Runs of athirdpath Harmonia-no_robots-20b on huggingface.co
13
Total runs
0
24-hour runs
-5
3-day runs
-4
7-day runs
-2
30-day runs
More Information About Harmonia-no_robots-20b huggingface.co Model
Url of Harmonia-no_robots-20b
Harmonia-no_robots-20b huggingface.co Url
Provider of Harmonia-no_robots-20b huggingface.co
Other API from athirdpath
Updated:May 04 2024
Total runs:
317
Run Growth:
285
Growth Rate:
87.42%
Total runs:
189
Run Growth:
62
Growth Rate:
32.80%
Total runs:
77
Run Growth:
-36
Growth Rate:
-46.75%
Total runs:
73
Run Growth:
-50
Growth Rate:
-68.49%
Total runs:
63
Run Growth:
-1
Growth Rate:
-1.59%
Total runs:
63
Run Growth:
-58
Growth Rate:
-92.06%
Total runs:
63
Run Growth:
-62
Growth Rate:
-98.41%
Total runs:
62
Run Growth:
-7
Growth Rate:
-11.29%
Total runs:
55
Run Growth:
-69
Growth Rate:
-125.45%
Total runs:
53
Run Growth:
-77
Growth Rate:
-145.28%
Total runs:
49
Run Growth:
-64
Growth Rate:
-130.61%
Total runs:
47
Run Growth:
11
Growth Rate:
23.40%
Total runs:
47
Run Growth:
-68
Growth Rate:
-144.68%
Total runs:
41
Run Growth:
-7
Growth Rate:
-17.07%
Total runs:
35
Run Growth:
-52
Growth Rate:
-148.57%
Total runs:
28
Run Growth:
4
Growth Rate:
14.29%
Total runs:
27
Run Growth:
10
Growth Rate:
37.04%
Total runs:
25
Run Growth:
9
Growth Rate:
36.00%
Total runs:
25
Run Growth:
5
Growth Rate:
20.00%
Total runs:
23
Run Growth:
-16
Growth Rate:
-69.57%
Total runs:
23
Run Growth:
3
Growth Rate:
13.04%
Total runs:
22
Run Growth:
-58
Growth Rate:
-263.64%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
21
Run Growth:
10
Growth Rate:
47.62%
Total runs:
21
Run Growth:
4
Growth Rate:
19.05%
Total runs:
21
Run Growth:
-3
Growth Rate:
-14.29%
Total runs:
21
Run Growth:
13
Growth Rate:
61.90%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
1
Growth Rate:
5.88%
Total runs:
20
Run Growth:
11
Growth Rate:
55.00%
Total runs:
20
Run Growth:
8
Growth Rate:
40.00%
Total runs:
19
Run Growth:
4
Growth Rate:
21.05%
Total runs:
19
Run Growth:
7
Growth Rate:
38.89%
Total runs:
18
Run Growth:
3
Growth Rate:
16.67%
Total runs:
18
Run Growth:
5
Growth Rate:
27.78%
Total runs:
18
Run Growth:
7
Growth Rate:
41.18%
Total runs:
18
Run Growth:
5
Growth Rate:
27.78%
Total runs:
17
Run Growth:
1
Growth Rate:
5.88%
Total runs:
17
Run Growth:
-30
Growth Rate:
-176.47%
Total runs:
17
Run Growth:
-1
Growth Rate:
-5.88%
Total runs:
16
Run Growth:
8
Growth Rate:
50.00%
Total runs:
16
Run Growth:
-2
Growth Rate:
-14.29%
Total runs:
16
Run Growth:
6
Growth Rate:
37.50%
Total runs:
16
Run Growth:
0
Growth Rate:
0.00%
Total runs:
16
Run Growth:
6
Growth Rate:
37.50%
Total runs:
16
Run Growth:
-2
Growth Rate:
-12.50%
Total runs:
16
Run Growth:
-2
Growth Rate:
-12.50%
Total runs:
16
Run Growth:
1
Growth Rate:
7.14%
Total runs:
16
Run Growth:
2
Growth Rate:
12.50%
Total runs:
15
Run Growth:
0
Growth Rate:
0.00%
Total runs:
15
Run Growth:
6
Growth Rate:
40.00%
Total runs:
15
Run Growth:
1
Growth Rate:
6.67%
Total runs:
15
Run Growth:
2
Growth Rate:
13.33%
Total runs:
15
Run Growth:
6
Growth Rate:
40.00%
Total runs:
14
Run Growth:
5
Growth Rate:
35.71%
Total runs:
14
Run Growth:
-1
Growth Rate:
-8.33%
Total runs:
14
Run Growth:
-1
Growth Rate:
-8.33%
Total runs:
14
Run Growth:
-19
Growth Rate:
-135.71%
Total runs:
14
Run Growth:
-14
Growth Rate:
-100.00%
Total runs:
14
Run Growth:
10
Growth Rate:
71.43%
Total runs:
14
Run Growth:
0
Growth Rate:
0.00%
Total runs:
13
Run Growth:
-5
Growth Rate:
-38.46%
Total runs:
13
Run Growth:
3
Growth Rate:
23.08%
Total runs:
13
Run Growth:
3
Growth Rate:
23.08%
Total runs:
13
Run Growth:
2
Growth Rate:
15.38%
Total runs:
12
Run Growth:
2
Growth Rate:
16.67%
Total runs:
12
Run Growth:
0
Growth Rate:
0.00%
Total runs:
12
Run Growth:
4
Growth Rate:
33.33%
Total runs:
12
Run Growth:
0
Growth Rate:
0.00%
Total runs:
11
Run Growth:
2
Growth Rate:
18.18%
Total runs:
11
Run Growth:
5
Growth Rate:
45.45%
Total runs:
10
Run Growth:
2
Growth Rate:
20.00%
Total runs:
10
Run Growth:
-1
Growth Rate:
-10.00%
Total runs:
10
Run Growth:
1
Growth Rate:
10.00%
Total runs:
10
Run Growth:
-1
Growth Rate:
-10.00%
Total runs:
10
Run Growth:
0
Growth Rate:
0.00%
Total runs:
8
Run Growth:
-1
Growth Rate:
-12.50%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%