Dominic789654 commited on
Commit
1d7097b
·
1 Parent(s): 8b26bc6

add tinyllama_k=5_22

Browse files
tinyllama_k=5_22/README.md ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: ./output_models/tinyllama_k=5_21
3
+ tags:
4
+ - generated_from_trainer
5
+ datasets:
6
+ - customized
7
+ model-index:
8
+ - name: tinyllama_k=5_22
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # tinyllama_k=5_22
16
+
17
+ This model is a fine-tuned version of [./output_models/tinyllama_k=5_21](https://huggingface.co/./output_models/tinyllama_k=5_21) on the customized dataset.
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: 50
38
+ - eval_batch_size: 1
39
+ - seed: 42
40
+ - distributed_type: multi-GPU
41
+ - num_devices: 8
42
+ - total_train_batch_size: 400
43
+ - total_eval_batch_size: 8
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - lr_scheduler_warmup_ratio: 0.01
47
+ - num_epochs: 1.0
48
+
49
+ ### Training results
50
+
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - Transformers 4.37.0.dev0
56
+ - Pytorch 2.1.2+cu121
57
+ - Datasets 2.16.1
58
+ - Tokenizers 0.15.0
tinyllama_k=5_22/all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "train_loss": 1.2366977334022522,
4
+ "train_runtime": 22.8113,
5
+ "train_samples": 2149,
6
+ "train_samples_per_second": 94.208,
7
+ "train_steps_per_second": 0.263
8
+ }
tinyllama_k=5_22/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "./output_models/tinyllama_k=5_21",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "attention_dropout": 0.0,
8
+ "bos_token_id": 1,
9
+ "eos_token_id": 2,
10
+ "hidden_act": "silu",
11
+ "hidden_size": 2048,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 5632,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 22,
18
+ "num_key_value_heads": 4,
19
+ "pretraining_tp": 1,
20
+ "rms_norm_eps": 1e-05,
21
+ "rope_scaling": null,
22
+ "rope_theta": 10000.0,
23
+ "tie_word_embeddings": false,
24
+ "torch_dtype": "bfloat16",
25
+ "transformers_version": "4.37.0.dev0",
26
+ "use_cache": true,
27
+ "vocab_size": 32000
28
+ }
tinyllama_k=5_22/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "eos_token_id": 2,
4
+ "max_length": 2048,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.37.0.dev0"
7
+ }
tinyllama_k=5_22/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a6fecaacb499b63384642da193bb9b76d8279bfc017ac79f1de7786df291b5c
3
+ size 2200119864
tinyllama_k=5_22/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
tinyllama_k=5_22/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tinyllama_k=5_22/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
tinyllama_k=5_22/tokenizer_config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "add_eos_token": false,
4
+ "added_tokens_decoder": {
5
+ "0": {
6
+ "content": "<unk>",
7
+ "lstrip": false,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false,
11
+ "special": true
12
+ },
13
+ "1": {
14
+ "content": "<s>",
15
+ "lstrip": false,
16
+ "normalized": false,
17
+ "rstrip": false,
18
+ "single_word": false,
19
+ "special": true
20
+ },
21
+ "2": {
22
+ "content": "</s>",
23
+ "lstrip": false,
24
+ "normalized": false,
25
+ "rstrip": false,
26
+ "single_word": false,
27
+ "special": true
28
+ }
29
+ },
30
+ "bos_token": "<s>",
31
+ "clean_up_tokenization_spaces": false,
32
+ "eos_token": "</s>",
33
+ "legacy": false,
34
+ "model_max_length": 1000000000000000019884624838656,
35
+ "pad_token": "</s>",
36
+ "padding_side": "right",
37
+ "sp_model_kwargs": {},
38
+ "tokenizer_class": "LlamaTokenizer",
39
+ "unk_token": "<unk>",
40
+ "use_default_system_prompt": false
41
+ }
tinyllama_k=5_22/train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "train_loss": 1.2366977334022522,
4
+ "train_runtime": 22.8113,
5
+ "train_samples": 2149,
6
+ "train_samples_per_second": 94.208,
7
+ "train_steps_per_second": 0.263
8
+ }
tinyllama_k=5_22/trainer_state.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 1.0,
5
+ "eval_steps": 50.0,
6
+ "global_step": 6,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.17,
13
+ "learning_rate": 0.0,
14
+ "loss": 1.2334,
15
+ "step": 1
16
+ },
17
+ {
18
+ "epoch": 0.33,
19
+ "learning_rate": 2.3285134909173112e-07,
20
+ "loss": 1.2441,
21
+ "step": 2
22
+ },
23
+ {
24
+ "epoch": 0.5,
25
+ "learning_rate": 1.6177918337422216e-07,
26
+ "loss": 1.2407,
27
+ "step": 3
28
+ },
29
+ {
30
+ "epoch": 0.67,
31
+ "learning_rate": 1.0357893671171792e-07,
32
+ "loss": 1.2422,
33
+ "step": 4
34
+ },
35
+ {
36
+ "epoch": 0.83,
37
+ "learning_rate": 5.828077023652123e-08,
38
+ "loss": 1.2318,
39
+ "step": 5
40
+ },
41
+ {
42
+ "epoch": 1.0,
43
+ "learning_rate": 2.590815883181108e-08,
44
+ "loss": 1.228,
45
+ "step": 6
46
+ },
47
+ {
48
+ "epoch": 1.0,
49
+ "step": 6,
50
+ "total_flos": 7627253106081792.0,
51
+ "train_loss": 1.2366977334022522,
52
+ "train_runtime": 22.8113,
53
+ "train_samples_per_second": 94.208,
54
+ "train_steps_per_second": 0.263
55
+ }
56
+ ],
57
+ "logging_steps": 1.0,
58
+ "max_steps": 6,
59
+ "num_input_tokens_seen": 0,
60
+ "num_train_epochs": 1,
61
+ "save_steps": 500,
62
+ "total_flos": 7627253106081792.0,
63
+ "train_batch_size": 50,
64
+ "trial_name": null,
65
+ "trial_params": null
66
+ }
tinyllama_k=5_22/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b4e8b4a219be8d5217922df59a252c3786e4a30067c90e795f8fdf7dfe970808
3
+ size 6392