RudranshAgnihotri
commited on
Commit
•
fb16342
1
Parent(s):
39c0815
Upload 27 files
Browse files- adapter_config.json +21 -0
- adapter_model.bin +3 -0
- checkpoint-200/README.md +21 -0
- checkpoint-200/adapter_config.json +21 -0
- checkpoint-200/adapter_model.bin +3 -0
- checkpoint-200/optimizer.pt +3 -0
- checkpoint-200/rng_state.pth +3 -0
- checkpoint-200/scheduler.pt +3 -0
- checkpoint-200/trainer_state.json +171 -0
- checkpoint-200/training_args.bin +3 -0
- checkpoint-250/README.md +21 -0
- checkpoint-250/adapter_config.json +21 -0
- checkpoint-250/adapter_model.bin +3 -0
- checkpoint-250/optimizer.pt +3 -0
- checkpoint-250/rng_state.pth +3 -0
- checkpoint-250/scheduler.pt +3 -0
- checkpoint-250/trainer_state.json +209 -0
- checkpoint-250/training_args.bin +3 -0
- checkpoint-300/README.md +21 -0
- checkpoint-300/adapter_config.json +21 -0
- checkpoint-300/adapter_model.bin +3 -0
- checkpoint-300/optimizer.pt +3 -0
- checkpoint-300/rng_state.pth +3 -0
- checkpoint-300/scheduler.pt +3 -0
- checkpoint-300/trainer_state.json +247 -0
- checkpoint-300/training_args.bin +3 -0
- runs/Oct30_16-50-39_dlvm-backup/events.out.tfevents.1698664868.dlvm-backup.46784.0 +3 -0
adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "lmsys/vicuna-7b-v1.5",
|
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": 16,
|
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:e5e1621f48d9ad8feb1d6d31050275f0aafd080c5c07153301fe2f48411f4406
|
3 |
+
size 443
|
checkpoint-200/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: True
|
10 |
+
- load_in_4bit: False
|
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: fp4
|
16 |
+
- bnb_4bit_use_double_quant: False
|
17 |
+
- bnb_4bit_compute_dtype: float32
|
18 |
+
### Framework versions
|
19 |
+
|
20 |
+
|
21 |
+
- PEFT 0.5.0
|
checkpoint-200/adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "lmsys/vicuna-7b-v1.5",
|
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": 16,
|
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 |
+
}
|
checkpoint-200/adapter_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5e1621f48d9ad8feb1d6d31050275f0aafd080c5c07153301fe2f48411f4406
|
3 |
+
size 443
|
checkpoint-200/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5586cf3c40d1c5285c07dbfeafa143aeb9b9dc9763b3d64785b931bb6dc6860b
|
3 |
+
size 33661637
|
checkpoint-200/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2fbdfe696de057d5f11e62de2da1f77c6dbbf699e999d2726555719b7524f23c
|
3 |
+
size 14575
|
checkpoint-200/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff1d2d66aaa92aa201414fe4901c3648a1b203ae833acca5bb9f505ee9af884c
|
3 |
+
size 627
|
checkpoint-200/trainer_state.json
ADDED
@@ -0,0 +1,171 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.2936323881149292,
|
3 |
+
"best_model_checkpoint": " vicuna-sentiment-fintuned/checkpoint-200",
|
4 |
+
"epoch": 1.032258064516129,
|
5 |
+
"eval_steps": 50,
|
6 |
+
"global_step": 200,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.05,
|
13 |
+
"learning_rate": 2.9999999999999997e-05,
|
14 |
+
"loss": 2.9781,
|
15 |
+
"step": 10
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.1,
|
19 |
+
"learning_rate": 5.9999999999999995e-05,
|
20 |
+
"loss": 2.8488,
|
21 |
+
"step": 20
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.15,
|
25 |
+
"learning_rate": 8.999999999999999e-05,
|
26 |
+
"loss": 2.5361,
|
27 |
+
"step": 30
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.21,
|
31 |
+
"learning_rate": 0.00011999999999999999,
|
32 |
+
"loss": 2.0695,
|
33 |
+
"step": 40
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.26,
|
37 |
+
"learning_rate": 0.00015,
|
38 |
+
"loss": 1.6545,
|
39 |
+
"step": 50
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.26,
|
43 |
+
"eval_loss": 1.5430564880371094,
|
44 |
+
"eval_runtime": 40.717,
|
45 |
+
"eval_samples_per_second": 4.912,
|
46 |
+
"eval_steps_per_second": 0.614,
|
47 |
+
"step": 50
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.31,
|
51 |
+
"learning_rate": 0.00017999999999999998,
|
52 |
+
"loss": 1.4716,
|
53 |
+
"step": 60
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 0.36,
|
57 |
+
"learning_rate": 0.00020999999999999998,
|
58 |
+
"loss": 1.4078,
|
59 |
+
"step": 70
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.41,
|
63 |
+
"learning_rate": 0.00023999999999999998,
|
64 |
+
"loss": 1.3884,
|
65 |
+
"step": 80
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.46,
|
69 |
+
"learning_rate": 0.00027,
|
70 |
+
"loss": 1.4108,
|
71 |
+
"step": 90
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 0.52,
|
75 |
+
"learning_rate": 0.0003,
|
76 |
+
"loss": 1.3022,
|
77 |
+
"step": 100
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 0.52,
|
81 |
+
"eval_loss": 1.3164671659469604,
|
82 |
+
"eval_runtime": 40.8127,
|
83 |
+
"eval_samples_per_second": 4.9,
|
84 |
+
"eval_steps_per_second": 0.613,
|
85 |
+
"step": 100
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 0.57,
|
89 |
+
"learning_rate": 0.000285,
|
90 |
+
"loss": 1.2699,
|
91 |
+
"step": 110
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.62,
|
95 |
+
"learning_rate": 0.00027,
|
96 |
+
"loss": 1.2852,
|
97 |
+
"step": 120
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 0.67,
|
101 |
+
"learning_rate": 0.00025499999999999996,
|
102 |
+
"loss": 1.278,
|
103 |
+
"step": 130
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 0.72,
|
107 |
+
"learning_rate": 0.00023999999999999998,
|
108 |
+
"loss": 1.2947,
|
109 |
+
"step": 140
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.77,
|
113 |
+
"learning_rate": 0.000225,
|
114 |
+
"loss": 1.2836,
|
115 |
+
"step": 150
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.77,
|
119 |
+
"eval_loss": 1.2997195720672607,
|
120 |
+
"eval_runtime": 40.7239,
|
121 |
+
"eval_samples_per_second": 4.911,
|
122 |
+
"eval_steps_per_second": 0.614,
|
123 |
+
"step": 150
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 0.83,
|
127 |
+
"learning_rate": 0.00020999999999999998,
|
128 |
+
"loss": 1.2874,
|
129 |
+
"step": 160
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.88,
|
133 |
+
"learning_rate": 0.000195,
|
134 |
+
"loss": 1.3118,
|
135 |
+
"step": 170
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.93,
|
139 |
+
"learning_rate": 0.00017999999999999998,
|
140 |
+
"loss": 1.2895,
|
141 |
+
"step": 180
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 0.98,
|
145 |
+
"learning_rate": 0.000165,
|
146 |
+
"loss": 1.2736,
|
147 |
+
"step": 190
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.03,
|
151 |
+
"learning_rate": 0.00015,
|
152 |
+
"loss": 1.2634,
|
153 |
+
"step": 200
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 1.03,
|
157 |
+
"eval_loss": 1.2936323881149292,
|
158 |
+
"eval_runtime": 40.7736,
|
159 |
+
"eval_samples_per_second": 4.905,
|
160 |
+
"eval_steps_per_second": 0.613,
|
161 |
+
"step": 200
|
162 |
+
}
|
163 |
+
],
|
164 |
+
"logging_steps": 10,
|
165 |
+
"max_steps": 300,
|
166 |
+
"num_train_epochs": 2,
|
167 |
+
"save_steps": 50,
|
168 |
+
"total_flos": 2.1403198486904832e+17,
|
169 |
+
"trial_name": null,
|
170 |
+
"trial_params": null
|
171 |
+
}
|
checkpoint-200/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:89ed21dfdc4062abd1a8a7c960722d6fddba4b5aa46972581d57b2fd0aae7f23
|
3 |
+
size 4091
|
checkpoint-250/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: True
|
10 |
+
- load_in_4bit: False
|
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: fp4
|
16 |
+
- bnb_4bit_use_double_quant: False
|
17 |
+
- bnb_4bit_compute_dtype: float32
|
18 |
+
### Framework versions
|
19 |
+
|
20 |
+
|
21 |
+
- PEFT 0.5.0
|
checkpoint-250/adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "lmsys/vicuna-7b-v1.5",
|
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": 16,
|
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 |
+
}
|
checkpoint-250/adapter_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5e1621f48d9ad8feb1d6d31050275f0aafd080c5c07153301fe2f48411f4406
|
3 |
+
size 443
|
checkpoint-250/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:81636914f9e3ece6293d2626edae80b245de5e3095513f3c3dab625cdb540f8e
|
3 |
+
size 33661637
|
checkpoint-250/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:129e3555b63fc130098c791d380941bd58bfca28dfa7d80283359b2699b4e411
|
3 |
+
size 14575
|
checkpoint-250/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c3c5e60ae2c5fa47c1e0094605fa82d39944033b90dea5e928f80a3f8d09feaf
|
3 |
+
size 627
|
checkpoint-250/trainer_state.json
ADDED
@@ -0,0 +1,209 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.2897050380706787,
|
3 |
+
"best_model_checkpoint": " vicuna-sentiment-fintuned/checkpoint-250",
|
4 |
+
"epoch": 1.2903225806451613,
|
5 |
+
"eval_steps": 50,
|
6 |
+
"global_step": 250,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.05,
|
13 |
+
"learning_rate": 2.9999999999999997e-05,
|
14 |
+
"loss": 2.9781,
|
15 |
+
"step": 10
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.1,
|
19 |
+
"learning_rate": 5.9999999999999995e-05,
|
20 |
+
"loss": 2.8488,
|
21 |
+
"step": 20
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.15,
|
25 |
+
"learning_rate": 8.999999999999999e-05,
|
26 |
+
"loss": 2.5361,
|
27 |
+
"step": 30
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.21,
|
31 |
+
"learning_rate": 0.00011999999999999999,
|
32 |
+
"loss": 2.0695,
|
33 |
+
"step": 40
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.26,
|
37 |
+
"learning_rate": 0.00015,
|
38 |
+
"loss": 1.6545,
|
39 |
+
"step": 50
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.26,
|
43 |
+
"eval_loss": 1.5430564880371094,
|
44 |
+
"eval_runtime": 40.717,
|
45 |
+
"eval_samples_per_second": 4.912,
|
46 |
+
"eval_steps_per_second": 0.614,
|
47 |
+
"step": 50
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.31,
|
51 |
+
"learning_rate": 0.00017999999999999998,
|
52 |
+
"loss": 1.4716,
|
53 |
+
"step": 60
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 0.36,
|
57 |
+
"learning_rate": 0.00020999999999999998,
|
58 |
+
"loss": 1.4078,
|
59 |
+
"step": 70
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.41,
|
63 |
+
"learning_rate": 0.00023999999999999998,
|
64 |
+
"loss": 1.3884,
|
65 |
+
"step": 80
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.46,
|
69 |
+
"learning_rate": 0.00027,
|
70 |
+
"loss": 1.4108,
|
71 |
+
"step": 90
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 0.52,
|
75 |
+
"learning_rate": 0.0003,
|
76 |
+
"loss": 1.3022,
|
77 |
+
"step": 100
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 0.52,
|
81 |
+
"eval_loss": 1.3164671659469604,
|
82 |
+
"eval_runtime": 40.8127,
|
83 |
+
"eval_samples_per_second": 4.9,
|
84 |
+
"eval_steps_per_second": 0.613,
|
85 |
+
"step": 100
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 0.57,
|
89 |
+
"learning_rate": 0.000285,
|
90 |
+
"loss": 1.2699,
|
91 |
+
"step": 110
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.62,
|
95 |
+
"learning_rate": 0.00027,
|
96 |
+
"loss": 1.2852,
|
97 |
+
"step": 120
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 0.67,
|
101 |
+
"learning_rate": 0.00025499999999999996,
|
102 |
+
"loss": 1.278,
|
103 |
+
"step": 130
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 0.72,
|
107 |
+
"learning_rate": 0.00023999999999999998,
|
108 |
+
"loss": 1.2947,
|
109 |
+
"step": 140
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.77,
|
113 |
+
"learning_rate": 0.000225,
|
114 |
+
"loss": 1.2836,
|
115 |
+
"step": 150
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.77,
|
119 |
+
"eval_loss": 1.2997195720672607,
|
120 |
+
"eval_runtime": 40.7239,
|
121 |
+
"eval_samples_per_second": 4.911,
|
122 |
+
"eval_steps_per_second": 0.614,
|
123 |
+
"step": 150
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 0.83,
|
127 |
+
"learning_rate": 0.00020999999999999998,
|
128 |
+
"loss": 1.2874,
|
129 |
+
"step": 160
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.88,
|
133 |
+
"learning_rate": 0.000195,
|
134 |
+
"loss": 1.3118,
|
135 |
+
"step": 170
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.93,
|
139 |
+
"learning_rate": 0.00017999999999999998,
|
140 |
+
"loss": 1.2895,
|
141 |
+
"step": 180
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 0.98,
|
145 |
+
"learning_rate": 0.000165,
|
146 |
+
"loss": 1.2736,
|
147 |
+
"step": 190
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.03,
|
151 |
+
"learning_rate": 0.00015,
|
152 |
+
"loss": 1.2634,
|
153 |
+
"step": 200
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 1.03,
|
157 |
+
"eval_loss": 1.2936323881149292,
|
158 |
+
"eval_runtime": 40.7736,
|
159 |
+
"eval_samples_per_second": 4.905,
|
160 |
+
"eval_steps_per_second": 0.613,
|
161 |
+
"step": 200
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 1.08,
|
165 |
+
"learning_rate": 0.000135,
|
166 |
+
"loss": 1.2726,
|
167 |
+
"step": 210
|
168 |
+
},
|
169 |
+
{
|
170 |
+
"epoch": 1.14,
|
171 |
+
"learning_rate": 0.00011999999999999999,
|
172 |
+
"loss": 1.2617,
|
173 |
+
"step": 220
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 1.19,
|
177 |
+
"learning_rate": 0.00010499999999999999,
|
178 |
+
"loss": 1.2632,
|
179 |
+
"step": 230
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 1.24,
|
183 |
+
"learning_rate": 8.999999999999999e-05,
|
184 |
+
"loss": 1.2847,
|
185 |
+
"step": 240
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 1.29,
|
189 |
+
"learning_rate": 7.5e-05,
|
190 |
+
"loss": 1.2622,
|
191 |
+
"step": 250
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 1.29,
|
195 |
+
"eval_loss": 1.2897050380706787,
|
196 |
+
"eval_runtime": 40.6649,
|
197 |
+
"eval_samples_per_second": 4.918,
|
198 |
+
"eval_steps_per_second": 0.615,
|
199 |
+
"step": 250
|
200 |
+
}
|
201 |
+
],
|
202 |
+
"logging_steps": 10,
|
203 |
+
"max_steps": 300,
|
204 |
+
"num_train_epochs": 2,
|
205 |
+
"save_steps": 50,
|
206 |
+
"total_flos": 2.6747817642983424e+17,
|
207 |
+
"trial_name": null,
|
208 |
+
"trial_params": null
|
209 |
+
}
|
checkpoint-250/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:89ed21dfdc4062abd1a8a7c960722d6fddba4b5aa46972581d57b2fd0aae7f23
|
3 |
+
size 4091
|
checkpoint-300/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: True
|
10 |
+
- load_in_4bit: False
|
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: fp4
|
16 |
+
- bnb_4bit_use_double_quant: False
|
17 |
+
- bnb_4bit_compute_dtype: float32
|
18 |
+
### Framework versions
|
19 |
+
|
20 |
+
|
21 |
+
- PEFT 0.5.0
|
checkpoint-300/adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "lmsys/vicuna-7b-v1.5",
|
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": 16,
|
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 |
+
}
|
checkpoint-300/adapter_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5e1621f48d9ad8feb1d6d31050275f0aafd080c5c07153301fe2f48411f4406
|
3 |
+
size 443
|
checkpoint-300/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0c2e22affd7b6a4bf1a293d2806a4ad0c36d87ab13d707475edb448b8ceb8312
|
3 |
+
size 33661637
|
checkpoint-300/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:31bcc8661e913f6facfebf28c63663cffadb54a6426f48765602c7005eed2fad
|
3 |
+
size 14575
|
checkpoint-300/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:503d141bd03d55a69c94b428e328d3b060b988ace448865bb4b7d17216ac0c68
|
3 |
+
size 627
|
checkpoint-300/trainer_state.json
ADDED
@@ -0,0 +1,247 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.2886592149734497,
|
3 |
+
"best_model_checkpoint": " vicuna-sentiment-fintuned/checkpoint-300",
|
4 |
+
"epoch": 1.5483870967741935,
|
5 |
+
"eval_steps": 50,
|
6 |
+
"global_step": 300,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.05,
|
13 |
+
"learning_rate": 2.9999999999999997e-05,
|
14 |
+
"loss": 2.9781,
|
15 |
+
"step": 10
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.1,
|
19 |
+
"learning_rate": 5.9999999999999995e-05,
|
20 |
+
"loss": 2.8488,
|
21 |
+
"step": 20
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.15,
|
25 |
+
"learning_rate": 8.999999999999999e-05,
|
26 |
+
"loss": 2.5361,
|
27 |
+
"step": 30
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.21,
|
31 |
+
"learning_rate": 0.00011999999999999999,
|
32 |
+
"loss": 2.0695,
|
33 |
+
"step": 40
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.26,
|
37 |
+
"learning_rate": 0.00015,
|
38 |
+
"loss": 1.6545,
|
39 |
+
"step": 50
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.26,
|
43 |
+
"eval_loss": 1.5430564880371094,
|
44 |
+
"eval_runtime": 40.717,
|
45 |
+
"eval_samples_per_second": 4.912,
|
46 |
+
"eval_steps_per_second": 0.614,
|
47 |
+
"step": 50
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.31,
|
51 |
+
"learning_rate": 0.00017999999999999998,
|
52 |
+
"loss": 1.4716,
|
53 |
+
"step": 60
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 0.36,
|
57 |
+
"learning_rate": 0.00020999999999999998,
|
58 |
+
"loss": 1.4078,
|
59 |
+
"step": 70
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.41,
|
63 |
+
"learning_rate": 0.00023999999999999998,
|
64 |
+
"loss": 1.3884,
|
65 |
+
"step": 80
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.46,
|
69 |
+
"learning_rate": 0.00027,
|
70 |
+
"loss": 1.4108,
|
71 |
+
"step": 90
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 0.52,
|
75 |
+
"learning_rate": 0.0003,
|
76 |
+
"loss": 1.3022,
|
77 |
+
"step": 100
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 0.52,
|
81 |
+
"eval_loss": 1.3164671659469604,
|
82 |
+
"eval_runtime": 40.8127,
|
83 |
+
"eval_samples_per_second": 4.9,
|
84 |
+
"eval_steps_per_second": 0.613,
|
85 |
+
"step": 100
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 0.57,
|
89 |
+
"learning_rate": 0.000285,
|
90 |
+
"loss": 1.2699,
|
91 |
+
"step": 110
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.62,
|
95 |
+
"learning_rate": 0.00027,
|
96 |
+
"loss": 1.2852,
|
97 |
+
"step": 120
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 0.67,
|
101 |
+
"learning_rate": 0.00025499999999999996,
|
102 |
+
"loss": 1.278,
|
103 |
+
"step": 130
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 0.72,
|
107 |
+
"learning_rate": 0.00023999999999999998,
|
108 |
+
"loss": 1.2947,
|
109 |
+
"step": 140
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.77,
|
113 |
+
"learning_rate": 0.000225,
|
114 |
+
"loss": 1.2836,
|
115 |
+
"step": 150
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 0.77,
|
119 |
+
"eval_loss": 1.2997195720672607,
|
120 |
+
"eval_runtime": 40.7239,
|
121 |
+
"eval_samples_per_second": 4.911,
|
122 |
+
"eval_steps_per_second": 0.614,
|
123 |
+
"step": 150
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 0.83,
|
127 |
+
"learning_rate": 0.00020999999999999998,
|
128 |
+
"loss": 1.2874,
|
129 |
+
"step": 160
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.88,
|
133 |
+
"learning_rate": 0.000195,
|
134 |
+
"loss": 1.3118,
|
135 |
+
"step": 170
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.93,
|
139 |
+
"learning_rate": 0.00017999999999999998,
|
140 |
+
"loss": 1.2895,
|
141 |
+
"step": 180
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 0.98,
|
145 |
+
"learning_rate": 0.000165,
|
146 |
+
"loss": 1.2736,
|
147 |
+
"step": 190
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.03,
|
151 |
+
"learning_rate": 0.00015,
|
152 |
+
"loss": 1.2634,
|
153 |
+
"step": 200
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 1.03,
|
157 |
+
"eval_loss": 1.2936323881149292,
|
158 |
+
"eval_runtime": 40.7736,
|
159 |
+
"eval_samples_per_second": 4.905,
|
160 |
+
"eval_steps_per_second": 0.613,
|
161 |
+
"step": 200
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 1.08,
|
165 |
+
"learning_rate": 0.000135,
|
166 |
+
"loss": 1.2726,
|
167 |
+
"step": 210
|
168 |
+
},
|
169 |
+
{
|
170 |
+
"epoch": 1.14,
|
171 |
+
"learning_rate": 0.00011999999999999999,
|
172 |
+
"loss": 1.2617,
|
173 |
+
"step": 220
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 1.19,
|
177 |
+
"learning_rate": 0.00010499999999999999,
|
178 |
+
"loss": 1.2632,
|
179 |
+
"step": 230
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 1.24,
|
183 |
+
"learning_rate": 8.999999999999999e-05,
|
184 |
+
"loss": 1.2847,
|
185 |
+
"step": 240
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 1.29,
|
189 |
+
"learning_rate": 7.5e-05,
|
190 |
+
"loss": 1.2622,
|
191 |
+
"step": 250
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 1.29,
|
195 |
+
"eval_loss": 1.2897050380706787,
|
196 |
+
"eval_runtime": 40.6649,
|
197 |
+
"eval_samples_per_second": 4.918,
|
198 |
+
"eval_steps_per_second": 0.615,
|
199 |
+
"step": 250
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 1.34,
|
203 |
+
"learning_rate": 5.9999999999999995e-05,
|
204 |
+
"loss": 1.2719,
|
205 |
+
"step": 260
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 1.39,
|
209 |
+
"learning_rate": 4.4999999999999996e-05,
|
210 |
+
"loss": 1.2564,
|
211 |
+
"step": 270
|
212 |
+
},
|
213 |
+
{
|
214 |
+
"epoch": 1.45,
|
215 |
+
"learning_rate": 2.9999999999999997e-05,
|
216 |
+
"loss": 1.28,
|
217 |
+
"step": 280
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 1.5,
|
221 |
+
"learning_rate": 1.4999999999999999e-05,
|
222 |
+
"loss": 1.2821,
|
223 |
+
"step": 290
|
224 |
+
},
|
225 |
+
{
|
226 |
+
"epoch": 1.55,
|
227 |
+
"learning_rate": 0.0,
|
228 |
+
"loss": 1.2826,
|
229 |
+
"step": 300
|
230 |
+
},
|
231 |
+
{
|
232 |
+
"epoch": 1.55,
|
233 |
+
"eval_loss": 1.2886592149734497,
|
234 |
+
"eval_runtime": 40.0411,
|
235 |
+
"eval_samples_per_second": 4.995,
|
236 |
+
"eval_steps_per_second": 0.624,
|
237 |
+
"step": 300
|
238 |
+
}
|
239 |
+
],
|
240 |
+
"logging_steps": 10,
|
241 |
+
"max_steps": 300,
|
242 |
+
"num_train_epochs": 2,
|
243 |
+
"save_steps": 50,
|
244 |
+
"total_flos": 3.214562529932083e+17,
|
245 |
+
"trial_name": null,
|
246 |
+
"trial_params": null
|
247 |
+
}
|
checkpoint-300/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:89ed21dfdc4062abd1a8a7c960722d6fddba4b5aa46972581d57b2fd0aae7f23
|
3 |
+
size 4091
|
runs/Oct30_16-50-39_dlvm-backup/events.out.tfevents.1698664868.dlvm-backup.46784.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a71201efa9949b22d083807baedc577d8016d748bacdc8572eff2cd414c822c3
|
3 |
+
size 11227
|