Training in progress, step 200, checkpoint
Browse files
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: 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-200/adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "codellama/CodeLlama-7b-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-200/adapter_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee184e3015e97da22471adfb62ec962bde5bdafdceafe0e838c2d4ff30955387
|
3 |
+
size 16822989
|
checkpoint-200/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f94195ae06b37f5debe170002aaf3ed49e20ea42379d22dd380f42cedd142757
|
3 |
+
size 8555653
|
checkpoint-200/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e3de77a8985149fbf582b1cad0a0e4cfd3bfc8df28353f0b5f57d99a4a8ca313
|
3 |
+
size 14575
|
checkpoint-200/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6f9e50c4c6200a8d5c9240bb796e3a33d741f68a586333182aa6f5de9659dfce
|
3 |
+
size 627
|
checkpoint-200/trainer_state.json
ADDED
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.2763093411922455,
|
3 |
+
"best_model_checkpoint": "./text2sql/codellama_instruct_spider_e10/checkpoint-200",
|
4 |
+
"epoch": 0.7390300230946882,
|
5 |
+
"eval_steps": 100,
|
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": 0.0,
|
13 |
+
"learning_rate": 3.08641975308642e-07,
|
14 |
+
"loss": 1.3897,
|
15 |
+
"step": 1
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.18,
|
19 |
+
"learning_rate": 1.54320987654321e-05,
|
20 |
+
"loss": 1.3449,
|
21 |
+
"step": 50
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.37,
|
25 |
+
"learning_rate": 3.08641975308642e-05,
|
26 |
+
"loss": 0.822,
|
27 |
+
"step": 100
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.37,
|
31 |
+
"eval_loss": 0.5313276648521423,
|
32 |
+
"eval_runtime": 34.4984,
|
33 |
+
"eval_samples_per_second": 29.972,
|
34 |
+
"eval_steps_per_second": 3.768,
|
35 |
+
"step": 100
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 0.55,
|
39 |
+
"learning_rate": 4.62962962962963e-05,
|
40 |
+
"loss": 0.4342,
|
41 |
+
"step": 150
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 0.74,
|
45 |
+
"learning_rate": 4.9251379038613084e-05,
|
46 |
+
"loss": 0.3014,
|
47 |
+
"step": 200
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.74,
|
51 |
+
"eval_loss": 0.2763093411922455,
|
52 |
+
"eval_runtime": 34.3952,
|
53 |
+
"eval_samples_per_second": 30.062,
|
54 |
+
"eval_steps_per_second": 3.78,
|
55 |
+
"step": 200
|
56 |
+
}
|
57 |
+
],
|
58 |
+
"logging_steps": 50,
|
59 |
+
"max_steps": 2700,
|
60 |
+
"num_train_epochs": 10,
|
61 |
+
"save_steps": 100,
|
62 |
+
"total_flos": 6.125595352891392e+16,
|
63 |
+
"trial_name": null,
|
64 |
+
"trial_params": null
|
65 |
+
}
|
checkpoint-200/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f894492930ff690bb0d1428d042fd66b325480fe96ad5ff777a305a69efec314
|
3 |
+
size 4219
|