ryan0712 commited on
Commit
43c408e
1 Parent(s): bfd5148

Upload 12 files

Browse files
README.md CHANGED
@@ -1,9 +1,32 @@
1
  ---
2
- license: llama2
3
- language:
4
- - en
5
- pipeline_tag: text-generation
6
  ---
 
7
 
8
- # Alpagasus2-QLoRA
9
- dfsajdiosojajf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ library_name: peft
 
 
 
3
  ---
4
+ ## Training procedure
5
 
6
+
7
+ The following `bitsandbytes` quantization config was used during training:
8
+ - load_in_8bit: False
9
+ - load_in_4bit: True
10
+ - llm_int8_threshold: 6.0
11
+ - llm_int8_skip_modules: None
12
+ - llm_int8_enable_fp32_cpu_offload: False
13
+ - llm_int8_has_fp16_weight: False
14
+ - bnb_4bit_quant_type: nf4
15
+ - bnb_4bit_use_double_quant: False
16
+ - bnb_4bit_compute_dtype: float32
17
+
18
+ The following `bitsandbytes` quantization config was used during training:
19
+ - load_in_8bit: False
20
+ - load_in_4bit: True
21
+ - llm_int8_threshold: 6.0
22
+ - llm_int8_skip_modules: None
23
+ - llm_int8_enable_fp32_cpu_offload: False
24
+ - llm_int8_has_fp16_weight: False
25
+ - bnb_4bit_quant_type: nf4
26
+ - bnb_4bit_use_double_quant: False
27
+ - bnb_4bit_compute_dtype: float32
28
+ ### Framework versions
29
+
30
+ - PEFT 0.5.0.dev0
31
+
32
+ - PEFT 0.5.0.dev0
adapter_config.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "auto_mapping": null,
3
+ "base_model_name_or_path": "meta-llama/Llama-2-13b-hf",
4
+ "bias": "none",
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": 32,
11
+ "lora_dropout": 0.05,
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
+ }
adapter_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf217aa6259d21048dbeec089e8029dbaeb4b65b3bebf5873b6e8af5e1510535
3
+ size 26271757
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:887210784005e9d18e8229514692ec845609f7b9d67620b0ebcbdae974a81dd8
3
+ size 52523077
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91a88c6f72d67791b69f5ad837bed65ba9817a07e467ae03d7283e632dea7ce4
3
+ size 14575
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:74299822a43d7884662d6c4d10a7d8967afbfdb4488cbf6c93d8420629548591
3
+ size 627
special_tokens_map.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "</s>",
17
+ "unk_token": {
18
+ "content": "<unk>",
19
+ "lstrip": false,
20
+ "normalized": false,
21
+ "rstrip": false,
22
+ "single_word": false
23
+ }
24
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
tokenizer_config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "__type": "AddedToken",
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false
9
+ },
10
+ "clean_up_tokenization_spaces": false,
11
+ "eos_token": {
12
+ "__type": "AddedToken",
13
+ "content": "</s>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false
18
+ },
19
+ "legacy": false,
20
+ "max_seq_length": 256,
21
+ "model_max_length": 1000000000000000019884624838656,
22
+ "pad_token": null,
23
+ "padding_side": "right",
24
+ "sp_model_kwargs": {},
25
+ "tokenizer_class": "LlamaTokenizer",
26
+ "unk_token": {
27
+ "__type": "AddedToken",
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false
33
+ }
34
+ }
trainer_state.json ADDED
@@ -0,0 +1,232 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 360.0,
5
+ "global_step": 360,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 10.0,
12
+ "learning_rate": 9.090909090909091e-06,
13
+ "loss": 1.9474,
14
+ "step": 10
15
+ },
16
+ {
17
+ "epoch": 20.0,
18
+ "learning_rate": 9.983600282541213e-06,
19
+ "loss": 1.9169,
20
+ "step": 20
21
+ },
22
+ {
23
+ "epoch": 30.0,
24
+ "learning_rate": 9.927048004251748e-06,
25
+ "loss": 1.8596,
26
+ "step": 30
27
+ },
28
+ {
29
+ "epoch": 40.0,
30
+ "learning_rate": 9.830598527058083e-06,
31
+ "loss": 1.7779,
32
+ "step": 40
33
+ },
34
+ {
35
+ "epoch": 50.0,
36
+ "learning_rate": 9.695032858974042e-06,
37
+ "loss": 1.6849,
38
+ "step": 50
39
+ },
40
+ {
41
+ "epoch": 60.0,
42
+ "learning_rate": 9.52144875476464e-06,
43
+ "loss": 1.5859,
44
+ "step": 60
45
+ },
46
+ {
47
+ "epoch": 70.0,
48
+ "learning_rate": 9.311251826781587e-06,
49
+ "loss": 1.4716,
50
+ "step": 70
51
+ },
52
+ {
53
+ "epoch": 80.0,
54
+ "learning_rate": 9.066144162895259e-06,
55
+ "loss": 1.3578,
56
+ "step": 80
57
+ },
58
+ {
59
+ "epoch": 90.0,
60
+ "learning_rate": 8.788110543690415e-06,
61
+ "loss": 1.2642,
62
+ "step": 90
63
+ },
64
+ {
65
+ "epoch": 100.0,
66
+ "learning_rate": 8.479402370533127e-06,
67
+ "loss": 1.1801,
68
+ "step": 100
69
+ },
70
+ {
71
+ "epoch": 110.0,
72
+ "learning_rate": 8.142519434652782e-06,
73
+ "loss": 1.1065,
74
+ "step": 110
75
+ },
76
+ {
77
+ "epoch": 120.0,
78
+ "learning_rate": 7.780189674865617e-06,
79
+ "loss": 1.0596,
80
+ "step": 120
81
+ },
82
+ {
83
+ "epoch": 130.0,
84
+ "learning_rate": 7.395347087853349e-06,
85
+ "loss": 1.0319,
86
+ "step": 130
87
+ },
88
+ {
89
+ "epoch": 140.0,
90
+ "learning_rate": 6.991107969870363e-06,
91
+ "loss": 1.0072,
92
+ "step": 140
93
+ },
94
+ {
95
+ "epoch": 150.0,
96
+ "learning_rate": 6.570745682264288e-06,
97
+ "loss": 0.9865,
98
+ "step": 150
99
+ },
100
+ {
101
+ "epoch": 160.0,
102
+ "learning_rate": 6.137664145148339e-06,
103
+ "loss": 0.9688,
104
+ "step": 160
105
+ },
106
+ {
107
+ "epoch": 170.0,
108
+ "learning_rate": 5.6953702738627215e-06,
109
+ "loss": 0.9521,
110
+ "step": 170
111
+ },
112
+ {
113
+ "epoch": 180.0,
114
+ "learning_rate": 5.247445581423257e-06,
115
+ "loss": 0.9354,
116
+ "step": 180
117
+ },
118
+ {
119
+ "epoch": 190.0,
120
+ "learning_rate": 4.7975171769088366e-06,
121
+ "loss": 0.9188,
122
+ "step": 190
123
+ },
124
+ {
125
+ "epoch": 200.0,
126
+ "learning_rate": 4.349228394630808e-06,
127
+ "loss": 0.9018,
128
+ "step": 200
129
+ },
130
+ {
131
+ "epoch": 210.0,
132
+ "learning_rate": 3.906209291917141e-06,
133
+ "loss": 0.8837,
134
+ "step": 210
135
+ },
136
+ {
137
+ "epoch": 220.0,
138
+ "learning_rate": 3.472047254408091e-06,
139
+ "loss": 0.8648,
140
+ "step": 220
141
+ },
142
+ {
143
+ "epoch": 230.0,
144
+ "learning_rate": 3.050257946889594e-06,
145
+ "loss": 0.8495,
146
+ "step": 230
147
+ },
148
+ {
149
+ "epoch": 240.0,
150
+ "learning_rate": 2.6442568448924754e-06,
151
+ "loss": 0.8387,
152
+ "step": 240
153
+ },
154
+ {
155
+ "epoch": 250.0,
156
+ "learning_rate": 2.2573315775828655e-06,
157
+ "loss": 0.8302,
158
+ "step": 250
159
+ },
160
+ {
161
+ "epoch": 260.0,
162
+ "learning_rate": 1.892615305899645e-06,
163
+ "loss": 0.823,
164
+ "step": 260
165
+ },
166
+ {
167
+ "epoch": 270.0,
168
+ "learning_rate": 1.5530613515117721e-06,
169
+ "loss": 0.8171,
170
+ "step": 270
171
+ },
172
+ {
173
+ "epoch": 280.0,
174
+ "learning_rate": 1.2414192820396987e-06,
175
+ "loss": 0.8121,
176
+ "step": 280
177
+ },
178
+ {
179
+ "epoch": 290.0,
180
+ "learning_rate": 9.602126461929002e-07,
181
+ "loss": 0.8081,
182
+ "step": 290
183
+ },
184
+ {
185
+ "epoch": 300.0,
186
+ "learning_rate": 7.117185391151371e-07,
187
+ "loss": 0.805,
188
+ "step": 300
189
+ },
190
+ {
191
+ "epoch": 310.0,
192
+ "learning_rate": 4.979491634088712e-07,
193
+ "loss": 0.8027,
194
+ "step": 310
195
+ },
196
+ {
197
+ "epoch": 320.0,
198
+ "learning_rate": 3.206355351500184e-07,
199
+ "loss": 0.8011,
200
+ "step": 320
201
+ },
202
+ {
203
+ "epoch": 330.0,
204
+ "learning_rate": 1.8121346683502183e-07,
205
+ "loss": 0.8,
206
+ "step": 330
207
+ },
208
+ {
209
+ "epoch": 340.0,
210
+ "learning_rate": 8.081194076451749e-08,
211
+ "loss": 0.7994,
212
+ "step": 340
213
+ },
214
+ {
215
+ "epoch": 350.0,
216
+ "learning_rate": 2.0243967011164267e-08,
217
+ "loss": 0.7991,
218
+ "step": 350
219
+ },
220
+ {
221
+ "epoch": 360.0,
222
+ "learning_rate": 0.0,
223
+ "loss": 0.799,
224
+ "step": 360
225
+ }
226
+ ],
227
+ "max_steps": 360,
228
+ "num_train_epochs": 360,
229
+ "total_flos": 1.00894355288064e+17,
230
+ "trial_name": null,
231
+ "trial_params": null
232
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7eb9e2ac438ff59123793f4569e1d8080a838c2d34b6a05977d33556230f06c
3
+ size 4027