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1base_model: failspy/Phi-3-medium-4k-instruct-abliterated-v3
2load_in_4bit: true
3bf16: auto
4fp16:
5tf32: false
6flash_attention: true
7
8sequence_len: 4096
9datasets:
10 - path: Undi95/andrijdavid_roleplay-conversation-sharegpt
11 type: customphi3
12
13num_epochs: 2
14warmup_steps: 30
15weight_decay: 0.1
16
17adapter: lora
18lora_r: 128
19lora_alpha: 16
20lora_dropout: 0.1
21lora_target_linear: true
22
23gradient_accumulation_steps: 2
24micro_batch_size: 2
25gradient_checkpointing: true
26gradient_checkpointing_kwargs:
27 use_reentrant: true
28
29sample_packing: true
30pad_to_sequence_len: true
31
32optimizer: paged_adamw_8bit
33lr_scheduler: cosine
34learning_rate: 0.0001
35max_grad_norm: 1.0
36
37val_set_size: 0.01
38evals_per_epoch: 3
39eval_max_new_tokens: 128
40eval_batch_size: 1