sedrickkeh commited on
Commit
4b2a128
·
verified ·
1 Parent(s): 1a7eeb7

End of training

Browse files
README.md CHANGED
@@ -4,6 +4,7 @@ license: llama3.1
4
  base_model: meta-llama/Meta-Llama-3.1-8B
5
  tags:
6
  - llama-factory
 
7
  - generated_from_trainer
8
  model-index:
9
  - name: stackexchange_avp
@@ -15,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  # stackexchange_avp
17
 
18
- This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
  - Loss: 0.9108
21
 
 
4
  base_model: meta-llama/Meta-Llama-3.1-8B
5
  tags:
6
  - llama-factory
7
+ - full
8
  - generated_from_trainer
9
  model-index:
10
  - name: stackexchange_avp
 
16
 
17
  # stackexchange_avp
18
 
19
+ This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B) on the mlfoundations-dev/stackexchange_avp dataset.
20
  It achieves the following results on the evaluation set:
21
  - Loss: 0.9108
22
 
all_results.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9473684210526314,
3
+ "eval_loss": 0.91075199842453,
4
+ "eval_runtime": 14.8026,
5
+ "eval_samples_per_second": 25.874,
6
+ "eval_steps_per_second": 0.405,
7
+ "total_flos": 70142184652800.0,
8
+ "train_loss": 1.0100621836526054,
9
+ "train_runtime": 2763.4228,
10
+ "train_samples_per_second": 7.884,
11
+ "train_steps_per_second": 0.015
12
+ }
eval_results.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9473684210526314,
3
+ "eval_loss": 0.91075199842453,
4
+ "eval_runtime": 14.8026,
5
+ "eval_samples_per_second": 25.874,
6
+ "eval_steps_per_second": 0.405
7
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9473684210526314,
3
+ "total_flos": 70142184652800.0,
4
+ "train_loss": 1.0100621836526054,
5
+ "train_runtime": 2763.4228,
6
+ "train_samples_per_second": 7.884,
7
+ "train_steps_per_second": 0.015
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 2.9473684210526314,
5
+ "eval_steps": 500,
6
+ "global_step": 42,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.7017543859649122,
13
+ "grad_norm": 16.393852597636165,
14
+ "learning_rate": 5e-06,
15
+ "loss": 1.1132,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.9824561403508771,
20
+ "eval_loss": 1.012129306793213,
21
+ "eval_runtime": 15.1228,
22
+ "eval_samples_per_second": 25.326,
23
+ "eval_steps_per_second": 0.397,
24
+ "step": 14
25
+ },
26
+ {
27
+ "epoch": 1.4035087719298245,
28
+ "grad_norm": 2.5938261902095183,
29
+ "learning_rate": 5e-06,
30
+ "loss": 1.0732,
31
+ "step": 20
32
+ },
33
+ {
34
+ "epoch": 1.9649122807017543,
35
+ "eval_loss": 0.9422828555107117,
36
+ "eval_runtime": 15.0756,
37
+ "eval_samples_per_second": 25.405,
38
+ "eval_steps_per_second": 0.398,
39
+ "step": 28
40
+ },
41
+ {
42
+ "epoch": 2.1052631578947367,
43
+ "grad_norm": 2.090076312551718,
44
+ "learning_rate": 5e-06,
45
+ "loss": 1.0059,
46
+ "step": 30
47
+ },
48
+ {
49
+ "epoch": 2.807017543859649,
50
+ "grad_norm": 1.336744771215339,
51
+ "learning_rate": 5e-06,
52
+ "loss": 0.8793,
53
+ "step": 40
54
+ },
55
+ {
56
+ "epoch": 2.9473684210526314,
57
+ "eval_loss": 0.91075199842453,
58
+ "eval_runtime": 14.4837,
59
+ "eval_samples_per_second": 26.444,
60
+ "eval_steps_per_second": 0.414,
61
+ "step": 42
62
+ },
63
+ {
64
+ "epoch": 2.9473684210526314,
65
+ "step": 42,
66
+ "total_flos": 70142184652800.0,
67
+ "train_loss": 1.0100621836526054,
68
+ "train_runtime": 2763.4228,
69
+ "train_samples_per_second": 7.884,
70
+ "train_steps_per_second": 0.015
71
+ }
72
+ ],
73
+ "logging_steps": 10,
74
+ "max_steps": 42,
75
+ "num_input_tokens_seen": 0,
76
+ "num_train_epochs": 3,
77
+ "save_steps": 500,
78
+ "stateful_callbacks": {
79
+ "TrainerControl": {
80
+ "args": {
81
+ "should_epoch_stop": false,
82
+ "should_evaluate": false,
83
+ "should_log": false,
84
+ "should_save": true,
85
+ "should_training_stop": true
86
+ },
87
+ "attributes": {}
88
+ }
89
+ },
90
+ "total_flos": 70142184652800.0,
91
+ "train_batch_size": 8,
92
+ "trial_name": null,
93
+ "trial_params": null
94
+ }
training_eval_loss.png ADDED
training_loss.png ADDED