Update README.md
Browse files
README.md
CHANGED
@@ -6,62 +6,11 @@ base_model: gpt2
|
|
6 |
model-index:
|
7 |
- name: gpt2coder-8epochs
|
8 |
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
---
|
10 |
|
11 |
-
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
12 |
-
should probably proofread and complete it, then remove this comment. -->
|
13 |
-
|
14 |
-
# gpt2coder-8epochs
|
15 |
-
|
16 |
-
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
|
17 |
-
It achieves the following results on the evaluation set:
|
18 |
-
- Loss: 2.6054
|
19 |
-
|
20 |
-
## Model description
|
21 |
-
|
22 |
-
More information needed
|
23 |
-
|
24 |
-
## Intended uses & limitations
|
25 |
-
|
26 |
-
More information needed
|
27 |
-
|
28 |
-
## Training and evaluation data
|
29 |
-
|
30 |
-
More information needed
|
31 |
-
|
32 |
-
## Training procedure
|
33 |
-
|
34 |
-
### Training hyperparameters
|
35 |
-
|
36 |
-
The following hyperparameters were used during training:
|
37 |
-
- learning_rate: 5e-05
|
38 |
-
- train_batch_size: 8
|
39 |
-
- eval_batch_size: 8
|
40 |
-
- seed: 42
|
41 |
-
- gradient_accumulation_steps: 10
|
42 |
-
- total_train_batch_size: 80
|
43 |
-
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
44 |
-
- lr_scheduler_type: linear
|
45 |
-
- lr_scheduler_warmup_ratio: 0.1
|
46 |
-
- num_epochs: 8
|
47 |
-
|
48 |
-
### Training results
|
49 |
-
|
50 |
-
| Training Loss | Epoch | Step | Validation Loss |
|
51 |
-
|:-------------:|:-----:|:----:|:---------------:|
|
52 |
-
| No log | 1.0 | 125 | 4.7927 |
|
53 |
-
| No log | 2.0 | 250 | 3.7089 |
|
54 |
-
| No log | 3.0 | 375 | 3.2773 |
|
55 |
-
| 4.5477 | 4.0 | 500 | 3.0126 |
|
56 |
-
| 4.5477 | 5.0 | 625 | 2.8363 |
|
57 |
-
| 4.5477 | 6.0 | 750 | 2.7137 |
|
58 |
-
| 4.5477 | 7.0 | 875 | 2.6372 |
|
59 |
-
| 2.8689 | 8.0 | 1000 | 2.6054 |
|
60 |
-
|
61 |
-
|
62 |
-
### Framework versions
|
63 |
-
|
64 |
-
- Transformers 4.41.1
|
65 |
-
- Pytorch 2.1.2
|
66 |
-
- Datasets 2.19.1
|
67 |
-
- Tokenizers 0.19.1
|
|
|
6 |
model-index:
|
7 |
- name: gpt2coder-8epochs
|
8 |
results: []
|
9 |
+
datasets:
|
10 |
+
- Vezora/10k-Python-2048-Max
|
11 |
+
language:
|
12 |
+
- en
|
13 |
+
library_name: transformers
|
14 |
+
pipeline_tag: text-generation
|
15 |
---
|
16 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|