sedrickkeh commited on
Commit
8b35fdb
·
verified ·
1 Parent(s): bc061c2

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_cstheory
@@ -15,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  # stackexchange_cstheory
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: 0.9938
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_cstheory
 
16
 
17
  # stackexchange_cstheory
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_cstheory dataset.
20
  It achieves the following results on the evaluation set:
21
  - Loss: 0.9938
22
 
all_results.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.962566844919786,
3
+ "eval_loss": 0.9938156008720398,
4
+ "eval_runtime": 25.2096,
5
+ "eval_samples_per_second": 24.911,
6
+ "eval_steps_per_second": 0.397,
7
+ "total_flos": 115368190279680.0,
8
+ "train_loss": 1.057357843371405,
9
+ "train_runtime": 4374.2005,
10
+ "train_samples_per_second": 8.182,
11
+ "train_steps_per_second": 0.016
12
+ }
eval_results.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.962566844919786,
3
+ "eval_loss": 0.9938156008720398,
4
+ "eval_runtime": 25.2096,
5
+ "eval_samples_per_second": 24.911,
6
+ "eval_steps_per_second": 0.397
7
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.962566844919786,
3
+ "total_flos": 115368190279680.0,
4
+ "train_loss": 1.057357843371405,
5
+ "train_runtime": 4374.2005,
6
+ "train_samples_per_second": 8.182,
7
+ "train_steps_per_second": 0.016
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 2.962566844919786,
5
+ "eval_steps": 500,
6
+ "global_step": 69,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.42780748663101603,
13
+ "grad_norm": 3.0180720336296165,
14
+ "learning_rate": 5e-06,
15
+ "loss": 1.2052,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.8556149732620321,
20
+ "grad_norm": 10.036727628332669,
21
+ "learning_rate": 5e-06,
22
+ "loss": 1.0858,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 0.983957219251337,
27
+ "eval_loss": 1.0545072555541992,
28
+ "eval_runtime": 25.5428,
29
+ "eval_samples_per_second": 24.586,
30
+ "eval_steps_per_second": 0.391,
31
+ "step": 23
32
+ },
33
+ {
34
+ "epoch": 1.2887700534759359,
35
+ "grad_norm": 1.4497680469615883,
36
+ "learning_rate": 5e-06,
37
+ "loss": 1.1308,
38
+ "step": 30
39
+ },
40
+ {
41
+ "epoch": 1.7165775401069518,
42
+ "grad_norm": 1.75459704672845,
43
+ "learning_rate": 5e-06,
44
+ "loss": 1.0111,
45
+ "step": 40
46
+ },
47
+ {
48
+ "epoch": 1.9732620320855614,
49
+ "eval_loss": 1.0155441761016846,
50
+ "eval_runtime": 25.4843,
51
+ "eval_samples_per_second": 24.643,
52
+ "eval_steps_per_second": 0.392,
53
+ "step": 46
54
+ },
55
+ {
56
+ "epoch": 2.1497326203208558,
57
+ "grad_norm": 1.0208869779318053,
58
+ "learning_rate": 5e-06,
59
+ "loss": 1.0605,
60
+ "step": 50
61
+ },
62
+ {
63
+ "epoch": 2.5775401069518717,
64
+ "grad_norm": 1.6907414406638965,
65
+ "learning_rate": 5e-06,
66
+ "loss": 0.9514,
67
+ "step": 60
68
+ },
69
+ {
70
+ "epoch": 2.962566844919786,
71
+ "eval_loss": 0.9938156008720398,
72
+ "eval_runtime": 24.6524,
73
+ "eval_samples_per_second": 25.474,
74
+ "eval_steps_per_second": 0.406,
75
+ "step": 69
76
+ },
77
+ {
78
+ "epoch": 2.962566844919786,
79
+ "step": 69,
80
+ "total_flos": 115368190279680.0,
81
+ "train_loss": 1.057357843371405,
82
+ "train_runtime": 4374.2005,
83
+ "train_samples_per_second": 8.182,
84
+ "train_steps_per_second": 0.016
85
+ }
86
+ ],
87
+ "logging_steps": 10,
88
+ "max_steps": 69,
89
+ "num_input_tokens_seen": 0,
90
+ "num_train_epochs": 3,
91
+ "save_steps": 500,
92
+ "stateful_callbacks": {
93
+ "TrainerControl": {
94
+ "args": {
95
+ "should_epoch_stop": false,
96
+ "should_evaluate": false,
97
+ "should_log": false,
98
+ "should_save": true,
99
+ "should_training_stop": true
100
+ },
101
+ "attributes": {}
102
+ }
103
+ },
104
+ "total_flos": 115368190279680.0,
105
+ "train_batch_size": 8,
106
+ "trial_name": null,
107
+ "trial_params": null
108
+ }
training_eval_loss.png ADDED
training_loss.png ADDED