nutorbit commited on
Commit
d93cc2b
1 Parent(s): 2495258

Training in progress, step 25

Browse files
adapter_config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "01-ai/Yi-6B",
5
+ "bias": "none",
6
+ "fan_in_fan_out": false,
7
+ "inference_mode": true,
8
+ "init_lora_weights": true,
9
+ "layers_pattern": null,
10
+ "layers_to_transform": null,
11
+ "loftq_config": {},
12
+ "lora_alpha": 32,
13
+ "lora_dropout": 0.1,
14
+ "megatron_config": null,
15
+ "megatron_core": "megatron.core",
16
+ "modules_to_save": null,
17
+ "peft_type": "LORA",
18
+ "r": 8,
19
+ "rank_pattern": {},
20
+ "revision": null,
21
+ "target_modules": [
22
+ "v_proj",
23
+ "k_proj",
24
+ "down_proj",
25
+ "gate_proj",
26
+ "q_proj",
27
+ "up_proj",
28
+ "o_proj"
29
+ ],
30
+ "task_type": "CAUSAL_LM"
31
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3513f1549c6783331540c9e2ce5dadb35e853a697a69ba0289889ee16301ee5
3
+ size 72673016
runs/Jan09_07-21-46_aba65c1c8374/events.out.tfevents.1704784965.aba65c1c8374.240.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:94e8639e14ee447cf5f5fa672c51e1f3c11d5c8680a04a5a2702947a5d2250af
3
+ size 49855
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b47f5246636a62dc650c1c8952f2c0412219e0e9347c03bdae0d8f36fabd0f3
3
+ size 4600
training_config.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "experiment_key": "base",
3
+ "save_safetensors": true,
4
+ "max_shard_size": "10GB",
5
+ "local_rank": 0,
6
+ "use_gradient_checkpointing": true,
7
+ "trainer_key": "lm",
8
+ "force_fp32": false,
9
+ "force_fp16": false,
10
+ "from_gptq": false,
11
+ "huggingface_hub_token": null,
12
+ "single_gpu": null,
13
+ "master_port": 9994,
14
+ "deepspeed_stage": null,
15
+ "deepspeed_config_path": null,
16
+ "fsdp_strategy": "",
17
+ "fsdp_offload": true,
18
+ "seed": 42,
19
+ "stabilize": false,
20
+ "norm_fp32": false,
21
+ "path_to_env_file": "./.env",
22
+ "prepare_dataset": true,
23
+ "lora_hub_model_id": null,
24
+ "lora_model_local_path": null,
25
+ "fused_model_local_path": null,
26
+ "fuse_after_training": false,
27
+ "quantization_dataset_id": null,
28
+ "quantization_max_samples": 1024,
29
+ "quantized_model_path": "./quantized_model/",
30
+ "quantized_hub_model_id": null,
31
+ "quantized_hub_private_repo": true,
32
+ "dataset_key": "soda",
33
+ "train_local_path_to_data": "./train.jsonl",
34
+ "eval_local_path_to_data": null,
35
+ "shuffle": true,
36
+ "max_eval_samples": 1000,
37
+ "add_eval_to_train_if_no_path": false,
38
+ "tokenizer_name_or_path": null,
39
+ "tokenizer_use_fast": null,
40
+ "tokenizer_padding_side": null,
41
+ "collator_key": "lm",
42
+ "max_length": 2048,
43
+ "model_name_or_path": "01-ai/Yi-6B",
44
+ "push_to_hub_bos_add_bos_token": false,
45
+ "use_flash_attention_2": false,
46
+ "trust_remote_code": true,
47
+ "device_map": null,
48
+ "prepare_model_for_kbit_training": true,
49
+ "offload_folder": null,
50
+ "load_in_8bit": false,
51
+ "load_in_4bit": true,
52
+ "llm_int8_threshold": 6.0,
53
+ "llm_int8_has_fp16_weight": true,
54
+ "bnb_4bit_use_double_quant": true,
55
+ "bnb_4bit_quant_type": "nf4",
56
+ "bnb_quantize_after_model_init": false,
57
+ "gptq_bits": 4,
58
+ "gptq_group_size": 128,
59
+ "gptq_disable_exllama": true,
60
+ "apply_lora": true,
61
+ "lora_rank": 8,
62
+ "lora_alpha": 32,
63
+ "lora_dropout": 0.1,
64
+ "raw_lora_target_modules": "all",
65
+ "output_dir": "./outputs/",
66
+ "per_device_train_batch_size": 2,
67
+ "do_eval": false,
68
+ "per_device_eval_batch_size": null,
69
+ "gradient_accumulation_steps": 2,
70
+ "eval_accumulation_steps": null,
71
+ "eval_delay": 0,
72
+ "eval_steps": 1000,
73
+ "warmup_steps": 5,
74
+ "max_steps": 501,
75
+ "num_train_epochs": 2,
76
+ "learning_rate": 0.0002,
77
+ "max_grad_norm": 1.0,
78
+ "weight_decay": 0.001,
79
+ "label_smoothing_factor": 0.0,
80
+ "logging_steps": 1,
81
+ "save_steps": 25,
82
+ "save_total_limit": 1,
83
+ "optim": "paged_adamw_8bit",
84
+ "push_to_hub": true,
85
+ "hub_model_id": "nutorbit/yi-6b-xllm-lora",
86
+ "hub_private_repo": false,
87
+ "neftune_noise_alpha": null,
88
+ "project_name": null,
89
+ "report_to_wandb": true,
90
+ "wandb_api_key": null,
91
+ "wandb_project": "numeval",
92
+ "wandb_entity": "data-x"
93
+ }