End of training
Browse files
README.md
CHANGED
@@ -15,14 +15,14 @@ This student model is distilled from the teacher model [roneneldan/TinyStories-3
|
|
15 |
The [Distily](https://github.com/lapp0/distily) library was used for this distillation.
|
16 |
|
17 |
It achieves the following results on the evaluation set:
|
18 |
-
- eval_enwikippl:
|
19 |
-
- eval_frwikippl:
|
20 |
-
- eval_zhwikippl:
|
21 |
-
- eval_tinystoriesppl:
|
22 |
-
- eval_loss:
|
23 |
-
- eval_runtime: 13.
|
24 |
-
- eval_samples_per_second: 76.
|
25 |
-
- eval_steps_per_second: 9.
|
26 |
|
27 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
28 |
should probably proofread and complete it, then remove this comment.
|
@@ -47,7 +47,7 @@ More information needed
|
|
47 |
The following hyperparameters were used during training:
|
48 |
- distillation_objective: DistillationObjective(logits_loss_component=LossComponent(label=logits, weight=1, loss_fn=kl, layer_mapper=None, projector=None), hs_loss_component=LossComponent(label=hs, weight=0, loss_fn=None, layer_mapper=None, projector=None), attn_loss_component=LossComponent(label=attn, weight=0, loss_fn=None, layer_mapper=None, projector=None))
|
49 |
- train_embeddings: True
|
50 |
-
- learning_rate:
|
51 |
- train_batch_size: 1
|
52 |
- eval_batch_size: 8
|
53 |
- seed: 42
|
@@ -62,27 +62,27 @@ Peak GPU Memory: 6.6064 GB
|
|
62 |
| step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | tinystoriesppl | zhwikippl |
|
63 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
64 |
| **teacher eval** | | 169.9865 | 47377.9414 | | | | | 3.9789 | 4998.1294 |
|
65 |
-
| 0 | 0 | 50480.5703 | 85684.4844 | 6.8305 | 13.
|
66 |
-
| 5000 | 0.0505 |
|
67 |
-
| 10000 | 0.1010 |
|
68 |
-
| 15000 | 0.1515 |
|
69 |
-
| 20000 | 0.2020 |
|
70 |
-
| 25000 | 0.2525 |
|
71 |
-
| 30000 | 0.3030 |
|
72 |
-
| 35000 | 0.3535 |
|
73 |
-
| 40000 | 0.4040 |
|
74 |
-
| 45000 | 0.4545 |
|
75 |
-
| 50000 | 0.5051 |
|
76 |
-
| 55000 | 0.5556 |
|
77 |
-
| 60000 | 0.6061 |
|
78 |
-
| 65000 | 0.6566 |
|
79 |
-
| 70000 | 0.7071 |
|
80 |
-
| 75000 | 0.7576 |
|
81 |
-
| 80000 | 0.8081 |
|
82 |
-
| 85000 | 0.8586 |
|
83 |
-
| 90000 | 0.9091 |
|
84 |
-
| 95000 | 0.9596 |
|
85 |
-
| 99000 | 1.0 |
|
86 |
|
87 |
### Framework versions
|
88 |
- Distily 0.2.0
|
|
|
15 |
The [Distily](https://github.com/lapp0/distily) library was used for this distillation.
|
16 |
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- eval_enwikippl: 108.1245
|
19 |
+
- eval_frwikippl: 11043.4336
|
20 |
+
- eval_zhwikippl: 55788.7734
|
21 |
+
- eval_tinystoriesppl: 6.7037
|
22 |
+
- eval_loss: 0.7047
|
23 |
+
- eval_runtime: 13.0964
|
24 |
+
- eval_samples_per_second: 76.357
|
25 |
+
- eval_steps_per_second: 9.545
|
26 |
|
27 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
28 |
should probably proofread and complete it, then remove this comment.
|
|
|
47 |
The following hyperparameters were used during training:
|
48 |
- distillation_objective: DistillationObjective(logits_loss_component=LossComponent(label=logits, weight=1, loss_fn=kl, layer_mapper=None, projector=None), hs_loss_component=LossComponent(label=hs, weight=0, loss_fn=None, layer_mapper=None, projector=None), attn_loss_component=LossComponent(label=attn, weight=0, loss_fn=None, layer_mapper=None, projector=None))
|
49 |
- train_embeddings: True
|
50 |
+
- learning_rate: 1e-05
|
51 |
- train_batch_size: 1
|
52 |
- eval_batch_size: 8
|
53 |
- seed: 42
|
|
|
62 |
| step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | tinystoriesppl | zhwikippl |
|
63 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
64 |
| **teacher eval** | | 169.9865 | 47377.9414 | | | | | 3.9789 | 4998.1294 |
|
65 |
+
| 0 | 0 | 50480.5703 | 85684.4844 | 6.8305 | 13.0511 | 76.622 | 9.578 | 33932.0586 | 94692.1562 |
|
66 |
+
| 5000 | 0.0505 | 107.6398 | 10878.2363 | 0.7372 | 13.0368 | 76.706 | 9.588 | 6.6259 | 48821.6875 |
|
67 |
+
| 10000 | 0.1010 | 103.7832 | 10693.6533 | 0.7210 | 13.0383 | 76.697 | 9.587 | 6.3876 | 52904.0898 |
|
68 |
+
| 15000 | 0.1515 | 113.9463 | 10959.7607 | 0.7146 | 13.0455 | 76.655 | 9.582 | 7.3001 | 55833.4297 |
|
69 |
+
| 20000 | 0.2020 | 102.8906 | 10842.2969 | 0.7117 | 13.0448 | 76.659 | 9.582 | 6.3362 | 55967.6680 |
|
70 |
+
| 25000 | 0.2525 | 107.6648 | 11021.6855 | 0.7063 | 13.0457 | 76.654 | 9.582 | 6.7065 | 55654.9688 |
|
71 |
+
| 30000 | 0.3030 | 107.8986 | 11027.8887 | 0.7052 | 13.0423 | 76.673 | 9.584 | 6.6954 | 55122.9922 |
|
72 |
+
| 35000 | 0.3535 | 107.8986 | 10953.5859 | 0.7051 | 12.9974 | 76.939 | 9.617 | 6.6910 | 54771.1680 |
|
73 |
+
| 40000 | 0.4040 | 107.9989 | 10941.2451 | 0.7053 | 13.0736 | 76.49 | 9.561 | 6.7123 | 55122.9922 |
|
74 |
+
| 45000 | 0.4545 | 107.8317 | 10986.0273 | 0.7051 | 13.0495 | 76.632 | 9.579 | 6.7056 | 55064.1953 |
|
75 |
+
| 50000 | 0.5051 | 107.9905 | 11037.2217 | 0.7049 | 13.0288 | 76.753 | 9.594 | 6.7202 | 55922.9062 |
|
76 |
+
| 55000 | 0.5556 | 108.2753 | 10973.6602 | 0.7051 | 13.0751 | 76.481 | 9.56 | 6.7202 | 54917.4609 |
|
77 |
+
| 60000 | 0.6061 | 108.0324 | 11037.2217 | 0.7052 | 13.0104 | 76.861 | 9.608 | 6.7093 | 55358.7930 |
|
78 |
+
| 65000 | 0.6566 | 108.3089 | 11043.4336 | 0.7049 | 13.0425 | 76.673 | 9.584 | 6.7123 | 55122.9922 |
|
79 |
+
| 70000 | 0.7071 | 108.2418 | 11043.4336 | 0.7047 | 12.9968 | 76.942 | 9.618 | 6.7065 | 55122.9922 |
|
80 |
+
| 75000 | 0.7576 | 107.9069 | 11043.4336 | 0.7046 | 13.0103 | 76.862 | 9.608 | 6.7004 | 55506.7109 |
|
81 |
+
| 80000 | 0.8081 | 108.1915 | 11043.4336 | 0.7047 | 13.0166 | 76.825 | 9.603 | 6.6979 | 55788.7734 |
|
82 |
+
| 85000 | 0.8586 | 108.3089 | 11043.4336 | 0.7045 | 13.0625 | 76.555 | 9.569 | 6.7076 | 55759.0430 |
|
83 |
+
| 90000 | 0.9091 | 108.2083 | 11043.4336 | 0.7047 | 13.0397 | 76.689 | 9.586 | 6.7059 | 55788.7734 |
|
84 |
+
| 95000 | 0.9596 | 108.1999 | 11043.4336 | 0.7045 | 13.0487 | 76.636 | 9.579 | 6.7062 | 55788.7734 |
|
85 |
+
| 99000 | 1.0 | 108.1245 | 11043.4336 | 0.7047 | 13.0964 | 76.357 | 9.545 | 6.7037 | 55788.7734 |
|
86 |
|
87 |
### Framework versions
|
88 |
- Distily 0.2.0
|
logs/copy_teacher_modules=_(_lm_head___False)_, learning_rate=1e-05/events.out.tfevents.1724034905.5f530b1cf724
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2eea5a1a055cbca68c599c9cf8f94a25640f16b99ecae80ab5647818f78fc18e
|
3 |
+
size 312
|