Model save
Browse files- README.md +79 -0
- generation_config.json +7 -0
- model.safetensors +1 -1
README.md
ADDED
@@ -0,0 +1,79 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- generated_from_trainer
|
4 |
+
metrics:
|
5 |
+
- accuracy
|
6 |
+
model-index:
|
7 |
+
- name: smolm-autoreg-bpe-babylm-seed_1024-1e-3
|
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 |
+
# smolm-autoreg-bpe-babylm-seed_1024-1e-3
|
15 |
+
|
16 |
+
This model was trained from scratch on an unknown dataset.
|
17 |
+
It achieves the following results on the evaluation set:
|
18 |
+
- Loss: 3.4044
|
19 |
+
- Accuracy: 0.4112
|
20 |
+
|
21 |
+
## Model description
|
22 |
+
|
23 |
+
More information needed
|
24 |
+
|
25 |
+
## Intended uses & limitations
|
26 |
+
|
27 |
+
More information needed
|
28 |
+
|
29 |
+
## Training and evaluation data
|
30 |
+
|
31 |
+
More information needed
|
32 |
+
|
33 |
+
## Training procedure
|
34 |
+
|
35 |
+
### Training hyperparameters
|
36 |
+
|
37 |
+
The following hyperparameters were used during training:
|
38 |
+
- learning_rate: 0.001
|
39 |
+
- train_batch_size: 32
|
40 |
+
- eval_batch_size: 128
|
41 |
+
- seed: 1024
|
42 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
43 |
+
- lr_scheduler_type: linear
|
44 |
+
- lr_scheduler_warmup_steps: 32000
|
45 |
+
- num_epochs: 20.0
|
46 |
+
- mixed_precision_training: Native AMP
|
47 |
+
|
48 |
+
### Training results
|
49 |
+
|
50 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
51 |
+
|:-------------:|:-----:|:------:|:---------------:|:--------:|
|
52 |
+
| 3.5972 | 1.0 | 18595 | 3.7848 | 0.3596 |
|
53 |
+
| 3.3783 | 2.0 | 37190 | 3.5924 | 0.3811 |
|
54 |
+
| 3.2531 | 3.0 | 55785 | 3.4617 | 0.3919 |
|
55 |
+
| 3.1768 | 4.0 | 74380 | 3.4215 | 0.3983 |
|
56 |
+
| 3.1209 | 5.0 | 92975 | 3.3891 | 0.4028 |
|
57 |
+
| 3.0769 | 6.0 | 111570 | 3.3921 | 0.4039 |
|
58 |
+
| 3.0421 | 7.0 | 130165 | 3.3538 | 0.4070 |
|
59 |
+
| 3.0089 | 8.0 | 148760 | 3.3607 | 0.4076 |
|
60 |
+
| 2.9842 | 9.0 | 167355 | 3.3492 | 0.4094 |
|
61 |
+
| 2.9595 | 10.0 | 185950 | 3.3596 | 0.4097 |
|
62 |
+
| 2.9382 | 11.0 | 204545 | 3.3544 | 0.4101 |
|
63 |
+
| 2.9125 | 12.0 | 223140 | 3.3588 | 0.4107 |
|
64 |
+
| 2.8929 | 13.0 | 241735 | 3.3648 | 0.4109 |
|
65 |
+
| 2.8689 | 14.0 | 260330 | 3.3662 | 0.4110 |
|
66 |
+
| 2.8494 | 15.0 | 278925 | 3.3657 | 0.4116 |
|
67 |
+
| 2.8316 | 16.0 | 297520 | 3.3748 | 0.4114 |
|
68 |
+
| 2.8151 | 17.0 | 316115 | 3.3865 | 0.4114 |
|
69 |
+
| 2.797 | 18.0 | 334710 | 3.3825 | 0.4115 |
|
70 |
+
| 2.7759 | 19.0 | 353305 | 3.4028 | 0.4111 |
|
71 |
+
| 2.7566 | 20.0 | 371900 | 3.4044 | 0.4112 |
|
72 |
+
|
73 |
+
|
74 |
+
### Framework versions
|
75 |
+
|
76 |
+
- Transformers 4.35.0
|
77 |
+
- Pytorch 2.1.0+cu121
|
78 |
+
- Datasets 2.12.0
|
79 |
+
- Tokenizers 0.14.1
|
generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.35.0"
|
7 |
+
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 391376736
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:11496bd13c2875950a68e56e08b0c76a6516eb439a619a918233450658167103
|
3 |
size 391376736
|