Alignment-Lab-AI commited on
Commit
8147ee7
1 Parent(s): 5088566

Upload folder using huggingface_hub

Browse files
Files changed (1) hide show
  1. config.yml +78 -0
config.yml ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ base_model: mistralai/Mistral-7B-v0.1
2
+ model_type: MistralForCausalLM
3
+ tokenizer_type: LlamaTokenizer
4
+ is_mistral_derived_model: true
5
+
6
+ load_in_8bit: false
7
+ load_in_4bit: true
8
+ strict: false
9
+
10
+ datasets:
11
+ - path: AlignmentLab-AI/EverythingIsAllYouNeed0.25
12
+ type: alpaca
13
+ dataset_prepared_path: last_run_prepared
14
+ val_set_size: 0.01
15
+ output_dir: ./qlora-out
16
+
17
+ adapter: qlora
18
+ lora_model_dir:
19
+
20
+ sequence_len: 8192
21
+ sample_packing: true
22
+ pad_to_sequence_len: true
23
+
24
+ lora_r: 32
25
+ lora_alpha: 16
26
+ lora_dropout: 0.05
27
+ lora_target_linear: true
28
+ lora_fan_in_fan_out:
29
+ lora_target_modules:
30
+ - gate_proj
31
+ - down_proj
32
+ - up_proj
33
+ - q_proj
34
+ - v_proj
35
+ - k_proj
36
+ - o_proj
37
+
38
+ wandb_project:
39
+ wandb_entity:
40
+ wandb_watch:
41
+ wandb_run_id: sentinelv2
42
+ wandb_log_model:
43
+
44
+ gradient_accumulation_steps: 4
45
+ micro_batch_size: 2
46
+ num_epochs: 1
47
+ optimizer: adamw_bnb_8bit
48
+ lr_scheduler: constant
49
+ learning_rate: 0.0002
50
+ noisy_embedding_alpha: 5
51
+ train_on_inputs: True
52
+ group_by_length: false
53
+ bf16: true
54
+ fp16: false
55
+ tf32: false
56
+
57
+ gradient_checkpointing: true
58
+ early_stopping_patience:
59
+ resume_from_checkpoint:
60
+ local_rank:
61
+ logging_steps: 1
62
+ xformers_attention:
63
+ flash_attention: true
64
+
65
+ warmup_steps: 100
66
+ eval_steps: 0.05
67
+ eval_table_size:
68
+ eval_table_max_new_tokens: 256
69
+ save_steps:
70
+ debug:
71
+ deepspeed:
72
+ weight_decay: 0.02
73
+ fsdp:
74
+ fsdp_config:
75
+ special_tokens:
76
+ bos_token: "<s>"
77
+ eos_token: "</s>"
78
+ unk_token: "<unk>"