End of training
Browse files- README.md +67 -0
- adapter_config.json +27 -0
- adapter_model.safetensors +3 -0
- merges.txt +0 -0
- runs/Dec13_09-25-33_312614f68533/events.out.tfevents.1702459644.312614f68533.264.0 +3 -0
- runs/Dec13_09-28-31_312614f68533/events.out.tfevents.1702459733.312614f68533.264.1 +3 -0
- runs/Dec13_09-31-47_312614f68533/events.out.tfevents.1702459925.312614f68533.264.2 +3 -0
- runs/Dec13_09-36-23_312614f68533/events.out.tfevents.1702460200.312614f68533.264.3 +3 -0
- runs/Dec13_09-38-04_312614f68533/events.out.tfevents.1702460301.312614f68533.264.4 +3 -0
- runs/Dec13_09-43-22_312614f68533/events.out.tfevents.1702460624.312614f68533.10155.0 +3 -0
- runs/Dec13_09-45-11_312614f68533/events.out.tfevents.1702460733.312614f68533.10155.1 +3 -0
- runs/Dec13_09-46-12_312614f68533/events.out.tfevents.1702460794.312614f68533.10155.2 +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: ai-forever/rugpt3small_based_on_gpt2
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
metrics:
|
6 |
+
- accuracy
|
7 |
+
model-index:
|
8 |
+
- name: output
|
9 |
+
results: []
|
10 |
+
---
|
11 |
+
|
12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
13 |
+
should probably proofread and complete it, then remove this comment. -->
|
14 |
+
|
15 |
+
# output
|
16 |
+
|
17 |
+
This model is a fine-tuned version of [ai-forever/rugpt3small_based_on_gpt2](https://huggingface.co/ai-forever/rugpt3small_based_on_gpt2) on the None dataset.
|
18 |
+
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 0.7083
|
20 |
+
- Accuracy: 0.5209
|
21 |
+
|
22 |
+
## Model description
|
23 |
+
|
24 |
+
More information needed
|
25 |
+
|
26 |
+
## Intended uses & limitations
|
27 |
+
|
28 |
+
More information needed
|
29 |
+
|
30 |
+
## Training and evaluation data
|
31 |
+
|
32 |
+
More information needed
|
33 |
+
|
34 |
+
## Training procedure
|
35 |
+
|
36 |
+
### Training hyperparameters
|
37 |
+
|
38 |
+
The following hyperparameters were used during training:
|
39 |
+
- learning_rate: 1.41e-05
|
40 |
+
- train_batch_size: 8
|
41 |
+
- eval_batch_size: 8
|
42 |
+
- seed: 42
|
43 |
+
- gradient_accumulation_steps: 24
|
44 |
+
- total_train_batch_size: 192
|
45 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
+
- lr_scheduler_type: linear
|
47 |
+
- num_epochs: 1
|
48 |
+
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
+
| 0.7676 | 0.13 | 50 | 0.7502 | 0.4717 |
|
54 |
+
| 0.7482 | 0.25 | 100 | 0.7369 | 0.4830 |
|
55 |
+
| 0.7414 | 0.38 | 150 | 0.7276 | 0.4915 |
|
56 |
+
| 0.7261 | 0.5 | 200 | 0.7205 | 0.5062 |
|
57 |
+
| 0.7272 | 0.63 | 250 | 0.7143 | 0.5132 |
|
58 |
+
| 0.7209 | 0.76 | 300 | 0.7106 | 0.5148 |
|
59 |
+
| 0.7218 | 0.88 | 350 | 0.7083 | 0.5209 |
|
60 |
+
|
61 |
+
|
62 |
+
### Framework versions
|
63 |
+
|
64 |
+
- Transformers 4.35.2
|
65 |
+
- Pytorch 2.1.0+cu118
|
66 |
+
- Datasets 2.15.0
|
67 |
+
- Tokenizers 0.15.0
|
adapter_config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alpha_pattern": {},
|
3 |
+
"auto_mapping": null,
|
4 |
+
"base_model_name_or_path": "ai-forever/rugpt3small_based_on_gpt2",
|
5 |
+
"bias": "none",
|
6 |
+
"fan_in_fan_out": false,
|
7 |
+
"inference_mode": true,
|
8 |
+
"init_lora_weights": true,
|
9 |
+
"layers_pattern": null,
|
10 |
+
"layers_to_transform": null,
|
11 |
+
"loftq_config": {},
|
12 |
+
"lora_alpha": 16,
|
13 |
+
"lora_dropout": 0.0,
|
14 |
+
"megatron_config": null,
|
15 |
+
"megatron_core": "megatron.core",
|
16 |
+
"modules_to_save": [
|
17 |
+
"scores"
|
18 |
+
],
|
19 |
+
"peft_type": "LORA",
|
20 |
+
"r": 16,
|
21 |
+
"rank_pattern": {},
|
22 |
+
"revision": null,
|
23 |
+
"target_modules": [
|
24 |
+
"c_attn"
|
25 |
+
],
|
26 |
+
"task_type": "SEQ_CLS"
|
27 |
+
}
|
adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b4cd192bbad3969e699811a06044a90a663d95f75a02349c00e7d2f6f137207
|
3 |
+
size 2365536
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
runs/Dec13_09-25-33_312614f68533/events.out.tfevents.1702459644.312614f68533.264.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75086698ad612ee7a71c97b9bf0f35538a130b1ae2e97782faeb5dd426274d39
|
3 |
+
size 4981
|
runs/Dec13_09-28-31_312614f68533/events.out.tfevents.1702459733.312614f68533.264.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c565c1a8598bc6eb8082ab7d3eee656bc10db920bccf18879bc60f89b6a07473
|
3 |
+
size 4970
|
runs/Dec13_09-31-47_312614f68533/events.out.tfevents.1702459925.312614f68533.264.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:957bffebd59b083b2c31e8096fa22177374c93a60c5a54e93975097cdf8d899f
|
3 |
+
size 4971
|
runs/Dec13_09-36-23_312614f68533/events.out.tfevents.1702460200.312614f68533.264.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf3dd40269c617025fd41c134eee3ea8c3997a12d56a4951c8ce1b1921ab5aab
|
3 |
+
size 4932
|
runs/Dec13_09-38-04_312614f68533/events.out.tfevents.1702460301.312614f68533.264.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:82d3e4f8a1a31c186015054f9688b8527612f307337852cbb872912017f0035c
|
3 |
+
size 4899
|
runs/Dec13_09-43-22_312614f68533/events.out.tfevents.1702460624.312614f68533.10155.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:299a91562441a44eb58b5a64a73a0d45b65790ff361eec1205d343ff5b8a6d85
|
3 |
+
size 4899
|
runs/Dec13_09-45-11_312614f68533/events.out.tfevents.1702460733.312614f68533.10155.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:116d5d28cd2cba917aaa5cce9548c328263f9d4eca0e2a877fd18132cea2a82a
|
3 |
+
size 4899
|
runs/Dec13_09-46-12_312614f68533/events.out.tfevents.1702460794.312614f68533.10155.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eca1e00da6ce7f088d5735ac4e9eb65192db4c4906a97d0bb69077fbfec71233
|
3 |
+
size 8593
|
special_tokens_map.json
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"mask_token": {
|
17 |
+
"content": "<mask>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"pad_token": {
|
24 |
+
"content": "<pad>",
|
25 |
+
"lstrip": false,
|
26 |
+
"normalized": true,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
},
|
30 |
+
"unk_token": {
|
31 |
+
"content": "<unk>",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": true,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false
|
36 |
+
}
|
37 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_prefix_space": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"0": {
|
6 |
+
"content": "<pad>",
|
7 |
+
"lstrip": false,
|
8 |
+
"normalized": true,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false,
|
11 |
+
"special": true
|
12 |
+
},
|
13 |
+
"1": {
|
14 |
+
"content": "<s>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": true,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"2": {
|
22 |
+
"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": true,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
},
|
29 |
+
"3": {
|
30 |
+
"content": "<unk>",
|
31 |
+
"lstrip": false,
|
32 |
+
"normalized": true,
|
33 |
+
"rstrip": false,
|
34 |
+
"single_word": false,
|
35 |
+
"special": true
|
36 |
+
},
|
37 |
+
"4": {
|
38 |
+
"content": "<mask>",
|
39 |
+
"lstrip": false,
|
40 |
+
"normalized": false,
|
41 |
+
"rstrip": false,
|
42 |
+
"single_word": false,
|
43 |
+
"special": true
|
44 |
+
}
|
45 |
+
},
|
46 |
+
"bos_token": "<s>",
|
47 |
+
"clean_up_tokenization_spaces": true,
|
48 |
+
"eos_token": "</s>",
|
49 |
+
"errors": "replace",
|
50 |
+
"mask_token": "<mask>",
|
51 |
+
"model_max_length": 2048,
|
52 |
+
"pad_token": "<pad>",
|
53 |
+
"padding_side": "left",
|
54 |
+
"tokenizer_class": "GPT2Tokenizer",
|
55 |
+
"truncation_side": "left",
|
56 |
+
"trust_remote_code": false,
|
57 |
+
"unk_token": "<unk>"
|
58 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c947bbd976ea86248669099ec12e879c39992f6cabca37316c00985076f8b94a
|
3 |
+
size 4600
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|