Total runs:
899
Run Growth:
-922
Growth Rate:
-102.56%
Sponsored by
APIMart
winglian / llama-neft-exp3
Model's Last Updated: October 25 2023
text-generation
Introduction of llama-neft-exp3
Model Details of llama-neft-exp3
out
This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2049
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: 3.8e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- total_eval_batch_size: 64
- 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 |
|---|---|---|---|
| 1.3761 | 0.01 | 1 | 1.4211 |
| 1.1922 | 0.2 | 14 | 1.2246 |
| 1.095 | 0.4 | 28 | 1.2137 |
| 1.1475 | 0.6 | 42 | 1.2152 |
| 1.1639 | 0.81 | 56 | 1.2224 |
| 1.0431 | 1.01 | 70 | 1.2131 |
| 0.9464 | 1.21 | 84 | 1.2100 |
| 1.1368 | 1.41 | 98 | 1.2060 |
| 1.0991 | 1.61 | 112 | 1.2022 |
| 0.9896 | 1.81 | 126 | 1.2014 |
| 0.9592 | 2.01 | 140 | 1.1991 |
| 0.9789 | 2.22 | 154 | 1.2054 |
| 1.0028 | 2.42 | 168 | 1.2048 |
| 0.9374 | 2.62 | 182 | 1.2051 |
| 0.9318 | 2.82 | 196 | 1.2049 |
Framework versions
- Transformers 4.34.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.14.0
Runs of winglian llama-neft-exp3 on huggingface.co
4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs
More Information About llama-neft-exp3 huggingface.co Model
Url of llama-neft-exp3
llama-neft-exp3 huggingface.co Url
Provider of llama-neft-exp3 huggingface.co
Other API from winglian
Updated:September 19 2023
Total runs:
822
Run Growth:
-910
Growth Rate:
-110.71%
Total runs:
813
Run Growth:
-919
Growth Rate:
-113.04%
Total runs:
729
Run Growth:
0
Growth Rate:
0.00%
Total runs:
182
Run Growth:
152
Growth Rate:
83.52%
Total runs:
153
Run Growth:
-667
Growth Rate:
-435.95%
Total runs:
75
Run Growth:
-1.4K
Growth Rate:
-1905.33%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
25
Run Growth:
14
Growth Rate:
60.87%
Total runs:
25
Run Growth:
19
Growth Rate:
76.00%
Total runs:
24
Run Growth:
15
Growth Rate:
62.50%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
21
Run Growth:
12
Growth Rate:
52.17%
Total runs:
17
Run Growth:
7
Growth Rate:
53.85%
Total runs:
16
Run Growth:
-5
Growth Rate:
-31.25%
Total runs:
15
Run Growth:
11
Growth Rate:
73.33%
Total runs:
15
Run Growth:
-19
Growth Rate:
-126.67%
Total runs:
13
Run Growth:
7
Growth Rate:
58.33%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
12
Run Growth:
2
Growth Rate:
16.67%
Total runs:
11
Run Growth:
6
Growth Rate:
54.55%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
8
Run Growth:
3
Growth Rate:
37.50%
Total runs:
8
Run Growth:
5
Growth Rate:
62.50%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
5
Growth Rate:
62.50%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
5
Run Growth:
5
Growth Rate:
100.00%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
-1
Growth Rate:
-100.00%
Total runs:
1
Run Growth:
-4
Growth Rate:
-400.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-5
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-6
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-1
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%