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Prompt Format: ChatML
Temperature: 1.1
min_p: 0.10.5.21base_model: Qwen/Qwen2.5-72B-Instruct
2model_type: AutoModelForCausalLM
3tokenizer_type: AutoTokenizer
4
5load_in_8bit: false
6load_in_4bit: false
7strict: false
8sequence_len: 16384
9bf16: auto
10fp16:
11tf32: false
12flash_attention: true
13
14adapter: lora
15lora_model_dir:
16lora_r: 128
17lora_alpha: 16
18lora_dropout: 0.1
19lora_target_linear: true
20lora_fan_in_fan_out:
21peft_use_rslora: true
22
23# Data
24dataset_prepared_path: last_run_prepared
25datasets:
26 - path: datasets/amoral-full-sys-prompt.json # Unalignment Data - Cleaned Up from Original, Split to its own file
27 type: customchatml
28 - path: datasets/mimi-superfix-RP-filtered-fixed.json # RP / Creative-Instruct Data
29 type: customchatml
30 - path: datasets/hespera-smartshuffle.json # Hesperus-v2-Instruct Data
31 type: customchatml
32warmup_steps: 15
33
34plugins:
35 - axolotl.integrations.liger.LigerPlugin
36liger_rope: true
37liger_rms_norm: true
38liger_layer_norm: true
39liger_glu_activation: true
40liger_fused_linear_cross_entropy: true
41
42# Iterations
43num_epochs: 1
44
45# Batching
46gradient_accumulation_steps: 4
47micro_batch_size: 1
48gradient_checkpointing: "unsloth"
49
50# Optimizer
51optimizer: paged_ademamix_8bit
52lr_scheduler: cosine
53learning_rate: 0.000004
54weight_decay: 0.1
55max_grad_norm: 25.0
56
57# Iterations
58num_epochs: 1
59
60# Misc
61deepspeed: ./deepspeed_configs/zero3_bf16.json