tmnam20 commited on
Commit
6bc825f
·
1 Parent(s): 9292923

Training in progress, step 20000, checkpoint

Browse files
checkpoint-20000/README.md ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: peft
3
+ ---
4
+ ## Training procedure
5
+
6
+
7
+ The following `bitsandbytes` quantization config was used during training:
8
+ - quant_method: bitsandbytes
9
+ - load_in_8bit: False
10
+ - load_in_4bit: True
11
+ - llm_int8_threshold: 6.0
12
+ - llm_int8_skip_modules: None
13
+ - llm_int8_enable_fp32_cpu_offload: False
14
+ - llm_int8_has_fp16_weight: False
15
+ - bnb_4bit_quant_type: nf4
16
+ - bnb_4bit_use_double_quant: True
17
+ - bnb_4bit_compute_dtype: bfloat16
18
+ ### Framework versions
19
+
20
+
21
+ - PEFT 0.6.0.dev0
checkpoint-20000/adapter_config.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "auto_mapping": null,
3
+ "base_model_name_or_path": "codellama/CodeLlama-13b-Instruct-hf",
4
+ "bias": "lora_only",
5
+ "fan_in_fan_out": false,
6
+ "inference_mode": true,
7
+ "init_lora_weights": true,
8
+ "layers_pattern": null,
9
+ "layers_to_transform": null,
10
+ "lora_alpha": 8,
11
+ "lora_dropout": 0.1,
12
+ "modules_to_save": null,
13
+ "peft_type": "LORA",
14
+ "r": 8,
15
+ "revision": null,
16
+ "target_modules": [
17
+ "q_proj",
18
+ "v_proj"
19
+ ],
20
+ "task_type": "CAUSAL_LM"
21
+ }
checkpoint-20000/adapter_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5774dcbb58111b34e8e08e674a78eee5eea306f46a2dac7c748d6203c2c7c23d
3
+ size 26271757
checkpoint-20000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2ea6e4912364724ac11e45fa54ae6fb6a3e67643850476a404c6713db3b6320
3
+ size 13729605
checkpoint-20000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b24ccc08df4bf4ae5396369d483a6462b10aa025f8d6d164ba5855e71213e98
3
+ size 14575
checkpoint-20000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c24b584dcf77bfb1f7b85955600c58dd77cc34b5ad90a30bfc3feaeae3f876d
3
+ size 627
checkpoint-20000/trainer_state.json ADDED
@@ -0,0 +1,225 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.020885193720459938,
3
+ "best_model_checkpoint": "./text2sql/13b-codellama_instruct_pt_text2sql/checkpoint-20000",
4
+ "epoch": 2.22796231958727,
5
+ "eval_steps": 2000,
6
+ "global_step": 20000,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.0,
13
+ "learning_rate": 1.1139992573338283e-07,
14
+ "loss": 1.0897,
15
+ "step": 1
16
+ },
17
+ {
18
+ "epoch": 0.11,
19
+ "learning_rate": 0.00011139992573338284,
20
+ "loss": 0.2546,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.22,
25
+ "learning_rate": 0.00022279985146676567,
26
+ "loss": 0.0774,
27
+ "step": 2000
28
+ },
29
+ {
30
+ "epoch": 0.22,
31
+ "eval_loss": 0.0608125701546669,
32
+ "eval_runtime": 285.1249,
33
+ "eval_samples_per_second": 7.014,
34
+ "eval_steps_per_second": 1.754,
35
+ "step": 2000
36
+ },
37
+ {
38
+ "epoch": 0.33,
39
+ "learning_rate": 0.00029781686301467276,
40
+ "loss": 0.0652,
41
+ "step": 3000
42
+ },
43
+ {
44
+ "epoch": 0.45,
45
+ "learning_rate": 0.0002907056676227274,
46
+ "loss": 0.0581,
47
+ "step": 4000
48
+ },
49
+ {
50
+ "epoch": 0.45,
51
+ "eval_loss": 0.04370184242725372,
52
+ "eval_runtime": 284.9797,
53
+ "eval_samples_per_second": 7.018,
54
+ "eval_steps_per_second": 1.755,
55
+ "step": 4000
56
+ },
57
+ {
58
+ "epoch": 0.56,
59
+ "learning_rate": 0.00028359447223078195,
60
+ "loss": 0.0499,
61
+ "step": 5000
62
+ },
63
+ {
64
+ "epoch": 0.67,
65
+ "learning_rate": 0.0002764832768388366,
66
+ "loss": 0.0445,
67
+ "step": 6000
68
+ },
69
+ {
70
+ "epoch": 0.67,
71
+ "eval_loss": 0.036812592297792435,
72
+ "eval_runtime": 284.5683,
73
+ "eval_samples_per_second": 7.028,
74
+ "eval_steps_per_second": 1.757,
75
+ "step": 6000
76
+ },
77
+ {
78
+ "epoch": 0.78,
79
+ "learning_rate": 0.0002693720814468912,
80
+ "loss": 0.0433,
81
+ "step": 7000
82
+ },
83
+ {
84
+ "epoch": 0.89,
85
+ "learning_rate": 0.00026226088605494583,
86
+ "loss": 0.0378,
87
+ "step": 8000
88
+ },
89
+ {
90
+ "epoch": 0.89,
91
+ "eval_loss": 0.03097330778837204,
92
+ "eval_runtime": 354.6673,
93
+ "eval_samples_per_second": 5.639,
94
+ "eval_steps_per_second": 1.41,
95
+ "step": 8000
96
+ },
97
+ {
98
+ "epoch": 1.0,
99
+ "learning_rate": 0.00025514969066300046,
100
+ "loss": 0.0364,
101
+ "step": 9000
102
+ },
103
+ {
104
+ "epoch": 1.11,
105
+ "learning_rate": 0.00024803849527105503,
106
+ "loss": 0.0312,
107
+ "step": 10000
108
+ },
109
+ {
110
+ "epoch": 1.11,
111
+ "eval_loss": 0.02841157279908657,
112
+ "eval_runtime": 355.7754,
113
+ "eval_samples_per_second": 5.622,
114
+ "eval_steps_per_second": 1.405,
115
+ "step": 10000
116
+ },
117
+ {
118
+ "epoch": 1.23,
119
+ "learning_rate": 0.00024092729987910966,
120
+ "loss": 0.0307,
121
+ "step": 11000
122
+ },
123
+ {
124
+ "epoch": 1.34,
125
+ "learning_rate": 0.00023381610448716428,
126
+ "loss": 0.0316,
127
+ "step": 12000
128
+ },
129
+ {
130
+ "epoch": 1.34,
131
+ "eval_loss": 0.02577413246035576,
132
+ "eval_runtime": 284.3906,
133
+ "eval_samples_per_second": 7.033,
134
+ "eval_steps_per_second": 1.758,
135
+ "step": 12000
136
+ },
137
+ {
138
+ "epoch": 1.45,
139
+ "learning_rate": 0.00022670490909521888,
140
+ "loss": 0.0272,
141
+ "step": 13000
142
+ },
143
+ {
144
+ "epoch": 1.56,
145
+ "learning_rate": 0.0002195937137032735,
146
+ "loss": 0.0279,
147
+ "step": 14000
148
+ },
149
+ {
150
+ "epoch": 1.56,
151
+ "eval_loss": 0.024905819445848465,
152
+ "eval_runtime": 285.1649,
153
+ "eval_samples_per_second": 7.013,
154
+ "eval_steps_per_second": 1.753,
155
+ "step": 14000
156
+ },
157
+ {
158
+ "epoch": 1.67,
159
+ "learning_rate": 0.00021248251831132813,
160
+ "loss": 0.0285,
161
+ "step": 15000
162
+ },
163
+ {
164
+ "epoch": 1.78,
165
+ "learning_rate": 0.00020537132291938273,
166
+ "loss": 0.0266,
167
+ "step": 16000
168
+ },
169
+ {
170
+ "epoch": 1.78,
171
+ "eval_loss": 0.023692620918154716,
172
+ "eval_runtime": 285.1334,
173
+ "eval_samples_per_second": 7.014,
174
+ "eval_steps_per_second": 1.754,
175
+ "step": 16000
176
+ },
177
+ {
178
+ "epoch": 1.89,
179
+ "learning_rate": 0.00019826012752743733,
180
+ "loss": 0.0266,
181
+ "step": 17000
182
+ },
183
+ {
184
+ "epoch": 2.01,
185
+ "learning_rate": 0.00019114893213549196,
186
+ "loss": 0.0258,
187
+ "step": 18000
188
+ },
189
+ {
190
+ "epoch": 2.01,
191
+ "eval_loss": 0.021677831187844276,
192
+ "eval_runtime": 285.282,
193
+ "eval_samples_per_second": 7.011,
194
+ "eval_steps_per_second": 1.753,
195
+ "step": 18000
196
+ },
197
+ {
198
+ "epoch": 2.12,
199
+ "learning_rate": 0.00018403773674354658,
200
+ "loss": 0.0209,
201
+ "step": 19000
202
+ },
203
+ {
204
+ "epoch": 2.23,
205
+ "learning_rate": 0.0001769265413516012,
206
+ "loss": 0.0211,
207
+ "step": 20000
208
+ },
209
+ {
210
+ "epoch": 2.23,
211
+ "eval_loss": 0.020885193720459938,
212
+ "eval_runtime": 284.9168,
213
+ "eval_samples_per_second": 7.02,
214
+ "eval_steps_per_second": 1.755,
215
+ "step": 20000
216
+ }
217
+ ],
218
+ "logging_steps": 1000,
219
+ "max_steps": 44880,
220
+ "num_train_epochs": 5,
221
+ "save_steps": 2000,
222
+ "total_flos": 1.3760008859838136e+19,
223
+ "trial_name": null,
224
+ "trial_params": null
225
+ }
checkpoint-20000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a01f3a3b51470d76c911f16f658a5b2f1c2fa53e2254151c1cfd84b69dd4c6c9
3
+ size 4283