humbertonc commited on
Commit
2c89a7b
1 Parent(s): 441ee66

Training in progress, step 25

Browse files
adapter_config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "TinyPixel/Llama-2-7B-bf16-sharded",
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
+ "lora_alpha": 32,
12
+ "lora_dropout": 0.1,
13
+ "modules_to_save": null,
14
+ "peft_type": "LORA",
15
+ "r": 8,
16
+ "rank_pattern": {},
17
+ "revision": null,
18
+ "target_modules": [
19
+ "down_proj",
20
+ "gate_proj",
21
+ "k_proj",
22
+ "q_proj",
23
+ "o_proj",
24
+ "up_proj",
25
+ "v_proj"
26
+ ],
27
+ "task_type": "CAUSAL_LM"
28
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c3b3a5872748bb91770edba82d10ac6a5fa2aa30000efb8d365e84952b83a38
3
+ size 80013120
runs/Nov23_19-47-59_21117442e8de/events.out.tfevents.1700769072.21117442e8de.176.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:21844bc14db073a2e95dd54ba57a3eabc9f623a85ec7428f8c3dc7b34265d094
3
+ size 8488
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:980194abb1915214d7f556e57e947a000807ea0c85125ae0386148e4d6be6b96
3
+ size 4600
training_config.json ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ "deepspeed_stage": 0,
13
+ "deepspeed_config_path": null,
14
+ "fsdp_strategy": "",
15
+ "fsdp_offload": true,
16
+ "seed": 42,
17
+ "stabilize": false,
18
+ "norm_fp32": false,
19
+ "path_to_env_file": "./.env",
20
+ "prepare_dataset": true,
21
+ "lora_hub_model_id": null,
22
+ "lora_model_local_path": null,
23
+ "fused_model_local_path": null,
24
+ "fuse_after_training": false,
25
+ "quantization_dataset_id": null,
26
+ "quantization_max_samples": 1024,
27
+ "quantized_model_path": "./quantized_model/",
28
+ "quantized_hub_model_id": null,
29
+ "quantized_hub_private_repo": true,
30
+ "dataset_key": "soda",
31
+ "train_local_path_to_data": "./train.jsonl",
32
+ "eval_local_path_to_data": null,
33
+ "shuffle": true,
34
+ "max_eval_samples": 1000,
35
+ "add_eval_to_train_if_no_path": false,
36
+ "tokenizer_name_or_path": null,
37
+ "tokenizer_use_fast": null,
38
+ "tokenizer_padding_side": "right",
39
+ "collator_key": "lm",
40
+ "max_length": 2048,
41
+ "model_name_or_path": "TinyPixel/Llama-2-7B-bf16-sharded",
42
+ "push_to_hub_bos_add_bos_token": false,
43
+ "use_flash_attention_2": false,
44
+ "trust_remote_code": false,
45
+ "device_map": null,
46
+ "prepare_model_for_kbit_training": true,
47
+ "offload_folder": null,
48
+ "load_in_8bit": false,
49
+ "load_in_4bit": true,
50
+ "llm_int8_threshold": 6.0,
51
+ "llm_int8_has_fp16_weight": true,
52
+ "bnb_4bit_use_double_quant": true,
53
+ "bnb_4bit_quant_type": "nf4",
54
+ "bnb_quantize_after_model_init": false,
55
+ "gptq_bits": 4,
56
+ "gptq_group_size": 128,
57
+ "gptq_disable_exllama": true,
58
+ "apply_lora": true,
59
+ "lora_rank": 8,
60
+ "lora_alpha": 32,
61
+ "lora_dropout": 0.1,
62
+ "raw_lora_target_modules": "all",
63
+ "output_dir": "./outputs/",
64
+ "per_device_train_batch_size": 2,
65
+ "do_eval": false,
66
+ "per_device_eval_batch_size": null,
67
+ "gradient_accumulation_steps": 2,
68
+ "eval_accumulation_steps": null,
69
+ "eval_delay": 0,
70
+ "eval_steps": 1000,
71
+ "warmup_steps": 5,
72
+ "max_steps": 100,
73
+ "num_train_epochs": 1,
74
+ "learning_rate": 0.0002,
75
+ "max_grad_norm": 1.0,
76
+ "weight_decay": 0.001,
77
+ "label_smoothing_factor": 0.0,
78
+ "logging_steps": 1,
79
+ "save_steps": 25,
80
+ "save_total_limit": 1,
81
+ "optim": "paged_adamw_8bit",
82
+ "push_to_hub": true,
83
+ "hub_model_id": "humbertonc/model_test_1_lora",
84
+ "hub_private_repo": false,
85
+ "neftune_noise_alpha": null,
86
+ "report_to_wandb": false,
87
+ "wandb_api_key": null,
88
+ "wandb_project": null,
89
+ "wandb_entity": null
90
+ }