Model save
Browse files- .gitattributes +1 -0
- README.md +55 -0
- adapter_config.json +37 -0
- adapter_model.safetensors +3 -0
- config.json +39 -0
- special_tokens_map.json +17 -0
- tokenizer.json +3 -0
- tokenizer_config.json +0 -0
- trainer_state.json +497 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: peft
|
3 |
+
license: llama3.2
|
4 |
+
base_model: meta-llama/Llama-3.2-3B-Instruct
|
5 |
+
tags:
|
6 |
+
- generated_from_trainer
|
7 |
+
model-index:
|
8 |
+
- name: Instruments-3B
|
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 |
+
# Instruments-3B
|
16 |
+
|
17 |
+
This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on an unknown 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: 16
|
38 |
+
- eval_batch_size: 8
|
39 |
+
- seed: 42
|
40 |
+
- gradient_accumulation_steps: 2
|
41 |
+
- total_train_batch_size: 32
|
42 |
+
- optimizer: Use adamw_hf with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
43 |
+
- lr_scheduler_type: linear
|
44 |
+
- num_epochs: 4
|
45 |
+
|
46 |
+
### Training results
|
47 |
+
|
48 |
+
|
49 |
+
|
50 |
+
### Framework versions
|
51 |
+
|
52 |
+
- PEFT 0.14.0
|
53 |
+
- Transformers 4.47.1
|
54 |
+
- Pytorch 2.5.1
|
55 |
+
- Tokenizers 0.21.0
|
adapter_config.json
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alpha_pattern": {},
|
3 |
+
"auto_mapping": null,
|
4 |
+
"base_model_name_or_path": "meta-llama/Llama-3.2-3B-Instruct",
|
5 |
+
"bias": "none",
|
6 |
+
"eva_config": null,
|
7 |
+
"exclude_modules": null,
|
8 |
+
"fan_in_fan_out": false,
|
9 |
+
"inference_mode": true,
|
10 |
+
"init_lora_weights": true,
|
11 |
+
"layer_replication": null,
|
12 |
+
"layers_pattern": null,
|
13 |
+
"layers_to_transform": null,
|
14 |
+
"loftq_config": {},
|
15 |
+
"lora_alpha": 32,
|
16 |
+
"lora_bias": false,
|
17 |
+
"lora_dropout": 0.05,
|
18 |
+
"megatron_config": null,
|
19 |
+
"megatron_core": "megatron.core",
|
20 |
+
"modules_to_save": null,
|
21 |
+
"peft_type": "LORA",
|
22 |
+
"r": 16,
|
23 |
+
"rank_pattern": {},
|
24 |
+
"revision": null,
|
25 |
+
"target_modules": [
|
26 |
+
"q_proj",
|
27 |
+
"down_proj",
|
28 |
+
"gate_proj",
|
29 |
+
"up_proj",
|
30 |
+
"o_proj",
|
31 |
+
"v_proj",
|
32 |
+
"k_proj"
|
33 |
+
],
|
34 |
+
"task_type": "CAUSAL_LM",
|
35 |
+
"use_dora": false,
|
36 |
+
"use_rslora": false
|
37 |
+
}
|
adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16cd9a8e5f46f50293e70457511a4af4b76946ea70231fbd4014257df5bae496
|
3 |
+
size 1684597880
|
config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"LlamaForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_bias": false,
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 128000,
|
8 |
+
"eos_token_id": [
|
9 |
+
128001,
|
10 |
+
128008,
|
11 |
+
128009
|
12 |
+
],
|
13 |
+
"head_dim": 128,
|
14 |
+
"hidden_act": "silu",
|
15 |
+
"hidden_size": 3072,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"intermediate_size": 8192,
|
18 |
+
"max_position_embeddings": 131072,
|
19 |
+
"mlp_bias": false,
|
20 |
+
"model_type": "llama",
|
21 |
+
"num_attention_heads": 24,
|
22 |
+
"num_hidden_layers": 28,
|
23 |
+
"num_key_value_heads": 8,
|
24 |
+
"pretraining_tp": 1,
|
25 |
+
"rms_norm_eps": 1e-05,
|
26 |
+
"rope_scaling": {
|
27 |
+
"factor": 32.0,
|
28 |
+
"high_freq_factor": 4.0,
|
29 |
+
"low_freq_factor": 1.0,
|
30 |
+
"original_max_position_embeddings": 8192,
|
31 |
+
"rope_type": "llama3"
|
32 |
+
},
|
33 |
+
"rope_theta": 500000.0,
|
34 |
+
"tie_word_embeddings": true,
|
35 |
+
"torch_dtype": "bfloat16",
|
36 |
+
"transformers_version": "4.47.1",
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 129174
|
39 |
+
}
|
special_tokens_map.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<|begin_of_text|>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "<|eot_id|>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "!"
|
17 |
+
}
|
tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6cdb5a41c4ff365aaf322d31b46b6ce2c9f8493fa398bd5ad4fbe6179ebfa53e
|
3 |
+
size 17378691
|
tokenizer_config.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
trainer_state.json
ADDED
@@ -0,0 +1,497 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 16480,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.06067961165048544,
|
13 |
+
"grad_norm": 1.273590087890625,
|
14 |
+
"learning_rate": 4.9241504854368934e-05,
|
15 |
+
"loss": 2.4247,
|
16 |
+
"step": 250
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.12135922330097088,
|
20 |
+
"grad_norm": 1.7102854251861572,
|
21 |
+
"learning_rate": 4.8483009708737866e-05,
|
22 |
+
"loss": 1.5428,
|
23 |
+
"step": 500
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.1820388349514563,
|
27 |
+
"grad_norm": 1.6643282175064087,
|
28 |
+
"learning_rate": 4.77245145631068e-05,
|
29 |
+
"loss": 1.3308,
|
30 |
+
"step": 750
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.24271844660194175,
|
34 |
+
"grad_norm": 2.5313572883605957,
|
35 |
+
"learning_rate": 4.696601941747573e-05,
|
36 |
+
"loss": 1.1866,
|
37 |
+
"step": 1000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.30339805825242716,
|
41 |
+
"grad_norm": 2.8626794815063477,
|
42 |
+
"learning_rate": 4.620752427184466e-05,
|
43 |
+
"loss": 1.0742,
|
44 |
+
"step": 1250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.3640776699029126,
|
48 |
+
"grad_norm": 6.631696701049805,
|
49 |
+
"learning_rate": 4.544902912621359e-05,
|
50 |
+
"loss": 0.9929,
|
51 |
+
"step": 1500
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.42475728155339804,
|
55 |
+
"grad_norm": 3.0348339080810547,
|
56 |
+
"learning_rate": 4.469053398058253e-05,
|
57 |
+
"loss": 0.916,
|
58 |
+
"step": 1750
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.4854368932038835,
|
62 |
+
"grad_norm": 2.9426558017730713,
|
63 |
+
"learning_rate": 4.393203883495146e-05,
|
64 |
+
"loss": 0.8828,
|
65 |
+
"step": 2000
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.5461165048543689,
|
69 |
+
"grad_norm": 2.728257417678833,
|
70 |
+
"learning_rate": 4.3173543689320386e-05,
|
71 |
+
"loss": 0.8532,
|
72 |
+
"step": 2250
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.6067961165048543,
|
76 |
+
"grad_norm": 3.021036386489868,
|
77 |
+
"learning_rate": 4.2415048543689325e-05,
|
78 |
+
"loss": 0.8377,
|
79 |
+
"step": 2500
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.6674757281553398,
|
83 |
+
"grad_norm": 2.473598003387451,
|
84 |
+
"learning_rate": 4.1656553398058256e-05,
|
85 |
+
"loss": 0.8116,
|
86 |
+
"step": 2750
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.7281553398058253,
|
90 |
+
"grad_norm": 2.487483024597168,
|
91 |
+
"learning_rate": 4.089805825242719e-05,
|
92 |
+
"loss": 0.7921,
|
93 |
+
"step": 3000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.7888349514563107,
|
97 |
+
"grad_norm": 2.476027488708496,
|
98 |
+
"learning_rate": 4.013956310679612e-05,
|
99 |
+
"loss": 0.7764,
|
100 |
+
"step": 3250
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.8495145631067961,
|
104 |
+
"grad_norm": 2.163785696029663,
|
105 |
+
"learning_rate": 3.938106796116505e-05,
|
106 |
+
"loss": 0.7689,
|
107 |
+
"step": 3500
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.9101941747572816,
|
111 |
+
"grad_norm": 2.3139920234680176,
|
112 |
+
"learning_rate": 3.862257281553398e-05,
|
113 |
+
"loss": 0.7681,
|
114 |
+
"step": 3750
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.970873786407767,
|
118 |
+
"grad_norm": 2.3527328968048096,
|
119 |
+
"learning_rate": 3.7864077669902914e-05,
|
120 |
+
"loss": 0.7573,
|
121 |
+
"step": 4000
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 1.0315533980582525,
|
125 |
+
"grad_norm": 2.44330096244812,
|
126 |
+
"learning_rate": 3.7105582524271846e-05,
|
127 |
+
"loss": 0.7521,
|
128 |
+
"step": 4250
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 1.0922330097087378,
|
132 |
+
"grad_norm": 2.1583352088928223,
|
133 |
+
"learning_rate": 3.634708737864078e-05,
|
134 |
+
"loss": 0.7423,
|
135 |
+
"step": 4500
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 1.1529126213592233,
|
139 |
+
"grad_norm": 2.255215644836426,
|
140 |
+
"learning_rate": 3.558859223300971e-05,
|
141 |
+
"loss": 0.7321,
|
142 |
+
"step": 4750
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 1.2135922330097086,
|
146 |
+
"grad_norm": 2.872974395751953,
|
147 |
+
"learning_rate": 3.483009708737864e-05,
|
148 |
+
"loss": 0.7289,
|
149 |
+
"step": 5000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 1.2742718446601942,
|
153 |
+
"grad_norm": 2.6156952381134033,
|
154 |
+
"learning_rate": 3.407160194174757e-05,
|
155 |
+
"loss": 0.7313,
|
156 |
+
"step": 5250
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 1.3349514563106797,
|
160 |
+
"grad_norm": 2.401933193206787,
|
161 |
+
"learning_rate": 3.3313106796116504e-05,
|
162 |
+
"loss": 0.7337,
|
163 |
+
"step": 5500
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 1.395631067961165,
|
167 |
+
"grad_norm": 2.6419358253479004,
|
168 |
+
"learning_rate": 3.255461165048544e-05,
|
169 |
+
"loss": 0.728,
|
170 |
+
"step": 5750
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 1.4563106796116505,
|
174 |
+
"grad_norm": 3.051607608795166,
|
175 |
+
"learning_rate": 3.1796116504854373e-05,
|
176 |
+
"loss": 0.7162,
|
177 |
+
"step": 6000
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 1.516990291262136,
|
181 |
+
"grad_norm": 2.9298923015594482,
|
182 |
+
"learning_rate": 3.10376213592233e-05,
|
183 |
+
"loss": 0.7044,
|
184 |
+
"step": 6250
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 1.5776699029126213,
|
188 |
+
"grad_norm": 2.739171028137207,
|
189 |
+
"learning_rate": 3.0279126213592237e-05,
|
190 |
+
"loss": 0.698,
|
191 |
+
"step": 6500
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 1.6383495145631068,
|
195 |
+
"grad_norm": 3.524129629135132,
|
196 |
+
"learning_rate": 2.9520631067961168e-05,
|
197 |
+
"loss": 0.7058,
|
198 |
+
"step": 6750
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 1.6990291262135924,
|
202 |
+
"grad_norm": 3.441566228866577,
|
203 |
+
"learning_rate": 2.8762135922330096e-05,
|
204 |
+
"loss": 0.6878,
|
205 |
+
"step": 7000
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 1.7597087378640777,
|
209 |
+
"grad_norm": 3.8912746906280518,
|
210 |
+
"learning_rate": 2.800364077669903e-05,
|
211 |
+
"loss": 0.6875,
|
212 |
+
"step": 7250
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 1.820388349514563,
|
216 |
+
"grad_norm": 3.1602139472961426,
|
217 |
+
"learning_rate": 2.7245145631067963e-05,
|
218 |
+
"loss": 0.6851,
|
219 |
+
"step": 7500
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 1.8810679611650487,
|
223 |
+
"grad_norm": 3.7168660163879395,
|
224 |
+
"learning_rate": 2.648665048543689e-05,
|
225 |
+
"loss": 0.6841,
|
226 |
+
"step": 7750
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 1.941747572815534,
|
230 |
+
"grad_norm": 3.787256956100464,
|
231 |
+
"learning_rate": 2.5728155339805826e-05,
|
232 |
+
"loss": 0.6741,
|
233 |
+
"step": 8000
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 2.0024271844660193,
|
237 |
+
"grad_norm": 3.769205331802368,
|
238 |
+
"learning_rate": 2.4969660194174758e-05,
|
239 |
+
"loss": 0.6617,
|
240 |
+
"step": 8250
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 2.063106796116505,
|
244 |
+
"grad_norm": 5.271848201751709,
|
245 |
+
"learning_rate": 2.4211165048543692e-05,
|
246 |
+
"loss": 0.6576,
|
247 |
+
"step": 8500
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 2.1237864077669903,
|
251 |
+
"grad_norm": 4.380245208740234,
|
252 |
+
"learning_rate": 2.345266990291262e-05,
|
253 |
+
"loss": 0.6534,
|
254 |
+
"step": 8750
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 2.1844660194174756,
|
258 |
+
"grad_norm": 4.646461009979248,
|
259 |
+
"learning_rate": 2.2694174757281556e-05,
|
260 |
+
"loss": 0.6467,
|
261 |
+
"step": 9000
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 2.2451456310679614,
|
265 |
+
"grad_norm": 4.234325885772705,
|
266 |
+
"learning_rate": 2.1935679611650487e-05,
|
267 |
+
"loss": 0.6494,
|
268 |
+
"step": 9250
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 2.3058252427184467,
|
272 |
+
"grad_norm": 4.548443794250488,
|
273 |
+
"learning_rate": 2.117718446601942e-05,
|
274 |
+
"loss": 0.6407,
|
275 |
+
"step": 9500
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 2.366504854368932,
|
279 |
+
"grad_norm": 4.539821624755859,
|
280 |
+
"learning_rate": 2.041868932038835e-05,
|
281 |
+
"loss": 0.6275,
|
282 |
+
"step": 9750
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 2.4271844660194173,
|
286 |
+
"grad_norm": 5.217247009277344,
|
287 |
+
"learning_rate": 1.9660194174757282e-05,
|
288 |
+
"loss": 0.6258,
|
289 |
+
"step": 10000
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 2.487864077669903,
|
293 |
+
"grad_norm": 5.887857913970947,
|
294 |
+
"learning_rate": 1.8901699029126217e-05,
|
295 |
+
"loss": 0.6184,
|
296 |
+
"step": 10250
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 2.5485436893203883,
|
300 |
+
"grad_norm": 4.96919584274292,
|
301 |
+
"learning_rate": 1.814320388349515e-05,
|
302 |
+
"loss": 0.622,
|
303 |
+
"step": 10500
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"epoch": 2.6092233009708736,
|
307 |
+
"grad_norm": 5.683660984039307,
|
308 |
+
"learning_rate": 1.7384708737864077e-05,
|
309 |
+
"loss": 0.6203,
|
310 |
+
"step": 10750
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 2.6699029126213594,
|
314 |
+
"grad_norm": 7.270623683929443,
|
315 |
+
"learning_rate": 1.662621359223301e-05,
|
316 |
+
"loss": 0.6193,
|
317 |
+
"step": 11000
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 2.7305825242718447,
|
321 |
+
"grad_norm": 6.315695762634277,
|
322 |
+
"learning_rate": 1.5867718446601943e-05,
|
323 |
+
"loss": 0.6109,
|
324 |
+
"step": 11250
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 2.79126213592233,
|
328 |
+
"grad_norm": 5.317906856536865,
|
329 |
+
"learning_rate": 1.5109223300970873e-05,
|
330 |
+
"loss": 0.606,
|
331 |
+
"step": 11500
|
332 |
+
},
|
333 |
+
{
|
334 |
+
"epoch": 2.8519417475728153,
|
335 |
+
"grad_norm": 5.550199508666992,
|
336 |
+
"learning_rate": 1.4350728155339808e-05,
|
337 |
+
"loss": 0.6033,
|
338 |
+
"step": 11750
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 2.912621359223301,
|
342 |
+
"grad_norm": 5.8281941413879395,
|
343 |
+
"learning_rate": 1.3592233009708738e-05,
|
344 |
+
"loss": 0.5946,
|
345 |
+
"step": 12000
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 2.9733009708737863,
|
349 |
+
"grad_norm": 5.76870059967041,
|
350 |
+
"learning_rate": 1.2833737864077671e-05,
|
351 |
+
"loss": 0.59,
|
352 |
+
"step": 12250
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 3.033980582524272,
|
356 |
+
"grad_norm": 7.43914270401001,
|
357 |
+
"learning_rate": 1.2075242718446603e-05,
|
358 |
+
"loss": 0.5843,
|
359 |
+
"step": 12500
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 3.0946601941747574,
|
363 |
+
"grad_norm": 5.4104390144348145,
|
364 |
+
"learning_rate": 1.1316747572815536e-05,
|
365 |
+
"loss": 0.5726,
|
366 |
+
"step": 12750
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 3.1553398058252426,
|
370 |
+
"grad_norm": 7.808868885040283,
|
371 |
+
"learning_rate": 1.0558252427184466e-05,
|
372 |
+
"loss": 0.5755,
|
373 |
+
"step": 13000
|
374 |
+
},
|
375 |
+
{
|
376 |
+
"epoch": 3.216019417475728,
|
377 |
+
"grad_norm": 5.40352201461792,
|
378 |
+
"learning_rate": 9.799757281553399e-06,
|
379 |
+
"loss": 0.5661,
|
380 |
+
"step": 13250
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 3.2766990291262137,
|
384 |
+
"grad_norm": 6.617573261260986,
|
385 |
+
"learning_rate": 9.04126213592233e-06,
|
386 |
+
"loss": 0.5662,
|
387 |
+
"step": 13500
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 3.337378640776699,
|
391 |
+
"grad_norm": 6.450667858123779,
|
392 |
+
"learning_rate": 8.282766990291264e-06,
|
393 |
+
"loss": 0.5668,
|
394 |
+
"step": 13750
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 3.3980582524271843,
|
398 |
+
"grad_norm": 7.024094104766846,
|
399 |
+
"learning_rate": 7.524271844660194e-06,
|
400 |
+
"loss": 0.5654,
|
401 |
+
"step": 14000
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 3.45873786407767,
|
405 |
+
"grad_norm": 6.141932487487793,
|
406 |
+
"learning_rate": 6.765776699029126e-06,
|
407 |
+
"loss": 0.564,
|
408 |
+
"step": 14250
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 3.5194174757281553,
|
412 |
+
"grad_norm": 6.2105817794799805,
|
413 |
+
"learning_rate": 6.0072815533980584e-06,
|
414 |
+
"loss": 0.5592,
|
415 |
+
"step": 14500
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 3.5800970873786406,
|
419 |
+
"grad_norm": 5.812750816345215,
|
420 |
+
"learning_rate": 5.24878640776699e-06,
|
421 |
+
"loss": 0.5577,
|
422 |
+
"step": 14750
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 3.6407766990291264,
|
426 |
+
"grad_norm": 6.361168384552002,
|
427 |
+
"learning_rate": 4.490291262135922e-06,
|
428 |
+
"loss": 0.556,
|
429 |
+
"step": 15000
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 3.7014563106796117,
|
433 |
+
"grad_norm": 5.725775241851807,
|
434 |
+
"learning_rate": 3.7317961165048544e-06,
|
435 |
+
"loss": 0.5499,
|
436 |
+
"step": 15250
|
437 |
+
},
|
438 |
+
{
|
439 |
+
"epoch": 3.762135922330097,
|
440 |
+
"grad_norm": 5.730428695678711,
|
441 |
+
"learning_rate": 2.973300970873787e-06,
|
442 |
+
"loss": 0.5507,
|
443 |
+
"step": 15500
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 3.8228155339805827,
|
447 |
+
"grad_norm": 6.114981651306152,
|
448 |
+
"learning_rate": 2.2148058252427188e-06,
|
449 |
+
"loss": 0.5561,
|
450 |
+
"step": 15750
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 3.883495145631068,
|
454 |
+
"grad_norm": 5.782876491546631,
|
455 |
+
"learning_rate": 1.4563106796116506e-06,
|
456 |
+
"loss": 0.5454,
|
457 |
+
"step": 16000
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 3.9441747572815533,
|
461 |
+
"grad_norm": 5.954553127288818,
|
462 |
+
"learning_rate": 6.978155339805825e-07,
|
463 |
+
"loss": 0.5511,
|
464 |
+
"step": 16250
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 4.0,
|
468 |
+
"step": 16480,
|
469 |
+
"total_flos": 1.4507840127190487e+18,
|
470 |
+
"train_loss": 0.7319364158852586,
|
471 |
+
"train_runtime": 27052.3827,
|
472 |
+
"train_samples_per_second": 19.494,
|
473 |
+
"train_steps_per_second": 0.609
|
474 |
+
}
|
475 |
+
],
|
476 |
+
"logging_steps": 250,
|
477 |
+
"max_steps": 16480,
|
478 |
+
"num_input_tokens_seen": 0,
|
479 |
+
"num_train_epochs": 4,
|
480 |
+
"save_steps": 500,
|
481 |
+
"stateful_callbacks": {
|
482 |
+
"TrainerControl": {
|
483 |
+
"args": {
|
484 |
+
"should_epoch_stop": false,
|
485 |
+
"should_evaluate": false,
|
486 |
+
"should_log": false,
|
487 |
+
"should_save": false,
|
488 |
+
"should_training_stop": false
|
489 |
+
},
|
490 |
+
"attributes": {}
|
491 |
+
}
|
492 |
+
},
|
493 |
+
"total_flos": 1.4507840127190487e+18,
|
494 |
+
"train_batch_size": 16,
|
495 |
+
"trial_name": null,
|
496 |
+
"trial_params": null
|
497 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b2e7716b1d6e8dbd33b04ecd011c472406754200622be7ce2152850376ddfd0c
|
3 |
+
size 5304
|