hushell commited on
Commit
b2f9a13
1 Parent(s): d300b11

Model save

Browse files
README.md ADDED
@@ -0,0 +1,99 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: ondevicellm/tinyllama_mole_v1
3
+ tags:
4
+ - trl
5
+ - sft
6
+ - generated_from_trainer
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+ datasets:
8
+ - generator
9
+ model-index:
10
+ - name: tinyllama_mole_sft_router05_lr1e-4_ep3
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # tinyllama_mole_sft_router05_lr1e-4_ep3
18
+
19
+ This model is a fine-tuned version of [ondevicellm/tinyllama_mole_v1](https://huggingface.co/ondevicellm/tinyllama_mole_v1) on the generator dataset.
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+ It achieves the following results on the evaluation set:
21
+ - Loss: 2.1035
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+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
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+ ## Training procedure
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+
37
+ ### Training hyperparameters
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+
39
+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0001
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+ - train_batch_size: 16
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 4
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+ - gradient_accumulation_steps: 2
47
+ - total_train_batch_size: 128
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+ - total_eval_batch_size: 32
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_steps: 120
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+ - num_epochs: 3
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+
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+ ### Training results
55
+
56
+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
58
+ | 2.2617 | 0.09 | 100 | 2.2410 |
59
+ | 2.2246 | 0.18 | 200 | 2.2165 |
60
+ | 2.1994 | 0.26 | 300 | 2.1994 |
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+ | 2.1767 | 0.35 | 400 | 2.1869 |
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+ | 2.1532 | 0.44 | 500 | 2.1792 |
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+ | 2.171 | 0.53 | 600 | 2.1717 |
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+ | 2.1588 | 0.61 | 700 | 2.1645 |
65
+ | 2.145 | 0.7 | 800 | 2.1567 |
66
+ | 2.1366 | 0.79 | 900 | 2.1507 |
67
+ | 2.1219 | 0.88 | 1000 | 2.1450 |
68
+ | 2.1415 | 0.96 | 1100 | 2.1387 |
69
+ | 1.9765 | 1.05 | 1200 | 2.1446 |
70
+ | 1.9837 | 1.14 | 1300 | 2.1430 |
71
+ | 1.9952 | 1.23 | 1400 | 2.1388 |
72
+ | 1.9868 | 1.31 | 1500 | 2.1351 |
73
+ | 1.9864 | 1.4 | 1600 | 2.1316 |
74
+ | 1.987 | 1.49 | 1700 | 2.1263 |
75
+ | 1.9678 | 1.58 | 1800 | 2.1230 |
76
+ | 1.9827 | 1.66 | 1900 | 2.1164 |
77
+ | 1.9846 | 1.75 | 2000 | 2.1134 |
78
+ | 1.9694 | 1.84 | 2100 | 2.1068 |
79
+ | 1.9429 | 1.93 | 2200 | 2.1035 |
80
+ | 1.8079 | 2.01 | 2300 | 2.1369 |
81
+ | 1.8132 | 2.1 | 2400 | 2.1375 |
82
+ | 1.8043 | 2.19 | 2500 | 2.1360 |
83
+ | 1.7927 | 2.28 | 2600 | 2.1334 |
84
+ | 1.7935 | 2.37 | 2700 | 2.1335 |
85
+ | 1.7982 | 2.45 | 2800 | 2.1321 |
86
+ | 1.8029 | 2.54 | 2900 | 2.1311 |
87
+ | 1.7919 | 2.63 | 3000 | 2.1298 |
88
+ | 1.7953 | 2.72 | 3100 | 2.1287 |
89
+ | 1.798 | 2.8 | 3200 | 2.1280 |
90
+ | 1.7947 | 2.89 | 3300 | 2.1282 |
91
+ | 1.8015 | 2.98 | 3400 | 2.1283 |
92
+
93
+
94
+ ### Framework versions
95
+
96
+ - Transformers 4.37.0
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+ - Pytorch 2.1.2+cu118
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.0
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