End of training
Browse files
README.md
ADDED
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: openrail
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
model-index:
|
6 |
+
- name: santacoder-finetuned-the-stack-swift
|
7 |
+
results: []
|
8 |
+
---
|
9 |
+
|
10 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
11 |
+
should probably proofread and complete it, then remove this comment. -->
|
12 |
+
|
13 |
+
# santacoder-finetuned-the-stack-swift
|
14 |
+
|
15 |
+
This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on an unknown dataset.
|
16 |
+
It achieves the following results on the evaluation set:
|
17 |
+
- Loss: 0.8353
|
18 |
+
|
19 |
+
## Model description
|
20 |
+
|
21 |
+
More information needed
|
22 |
+
|
23 |
+
## Intended uses & limitations
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Training and evaluation data
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training procedure
|
32 |
+
|
33 |
+
### Training hyperparameters
|
34 |
+
|
35 |
+
The following hyperparameters were used during training:
|
36 |
+
- learning_rate: 5e-05
|
37 |
+
- train_batch_size: 2
|
38 |
+
- eval_batch_size: 2
|
39 |
+
- seed: 42
|
40 |
+
- gradient_accumulation_steps: 4
|
41 |
+
- total_train_batch_size: 8
|
42 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
43 |
+
- lr_scheduler_type: cosine
|
44 |
+
- lr_scheduler_warmup_steps: 100
|
45 |
+
- training_steps: 10000
|
46 |
+
|
47 |
+
### Training results
|
48 |
+
|
49 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
50 |
+
|:-------------:|:-----:|:-----:|:---------------:|
|
51 |
+
| 1.1132 | 0.05 | 500 | 1.0496 |
|
52 |
+
| 1.0077 | 0.1 | 1000 | 1.0245 |
|
53 |
+
| 1.0109 | 0.15 | 1500 | 1.0111 |
|
54 |
+
| 1.1106 | 0.2 | 2000 | 1.0025 |
|
55 |
+
| 0.5083 | 0.25 | 2500 | 1.0163 |
|
56 |
+
| 0.2996 | 0.3 | 3000 | 1.0339 |
|
57 |
+
| 1.0745 | 0.35 | 3500 | 0.9682 |
|
58 |
+
| 1.0355 | 0.4 | 4000 | 0.9467 |
|
59 |
+
| 0.9156 | 0.45 | 4500 | 0.9229 |
|
60 |
+
| 0.8834 | 0.5 | 5000 | 0.9199 |
|
61 |
+
| 0.6363 | 0.55 | 5500 | 0.9048 |
|
62 |
+
| 0.8771 | 0.6 | 6000 | 0.8899 |
|
63 |
+
| 1.9208 | 0.65 | 6500 | 0.8727 |
|
64 |
+
| 0.8816 | 0.7 | 7000 | 0.8633 |
|
65 |
+
| 0.8918 | 0.75 | 7500 | 0.8543 |
|
66 |
+
| 0.8714 | 0.8 | 8000 | 0.8454 |
|
67 |
+
| 0.9486 | 0.85 | 8500 | 0.8402 |
|
68 |
+
| 1.0609 | 0.9 | 9000 | 0.8364 |
|
69 |
+
| 0.9124 | 0.95 | 9500 | 0.8356 |
|
70 |
+
| 0.9743 | 1.0 | 10000 | 0.8353 |
|
71 |
+
|
72 |
+
|
73 |
+
### Framework versions
|
74 |
+
|
75 |
+
- Transformers 4.26.0.dev0
|
76 |
+
- Pytorch 1.13.1+cu116
|
77 |
+
- Datasets 2.7.1
|
78 |
+
- Tokenizers 0.13.2
|
emissions.csv
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
|
2 |
+
2023-02-09T06:20:14,4b1479da-f304-4c5e-9f4c-8afcb3cd73f6,codecarbon,60646.38120388985,3.7682181342903793,6.317680550550547,Spain,ESP,murcia,N,,
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4600336581
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9ba1915f31c73d1dc60f89ef63bff0e1cdece478a4b62fa6026a3cec3063cee9
|
3 |
size 4600336581
|
runs/Feb08_13-29-17_2cb2cefa7ce2/events.out.tfevents.1675862967.2cb2cefa7ce2.10723.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e795bbfdd1e0fd4c11de55ec2e7916e2a29fee3123d478e2f52a65bd93873369
|
3 |
+
size 166979
|