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configs/Liberated-Qwen-1.5-72b.qlora.yml

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+base_model: /data/models/Qwen1.5-72B
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+trust_remote_code: true
+
+load_in_8bit: false
+load_in_4bit: true
+strict: false
+
+datasets:
+  - path: /data/eric/datasets/m-a-p_Code-Feedback-sharegpt.jsonl
+    type: sharegpt
+    conversation: chatml
+  - path: /data/eric/datasets/m-a-p_CodeFeedback-Filtered-Instruction-sharegpt.jsonl
+    type: sharegpt
+    conversation: chatml
+  - path: /data/eric/datasets/openhermes2_5-sharegpt.jsonl
+    type: sharegpt
+    conversation: chatml
+  - path: /data/eric/datasets/gorilla_openfunctions_train_sharegpt.jsonl
+    type: sharegpt
+    conversation: chatml
+  - path: /data/eric/datasets/SystemConversations.jsonl
+    type: sharegpt
+    conversation: chatml
+  - path: /data/eric/datasets/identity_sharegpt.jsonl
+    type: sharegpt
+    conversation: chatml
+
+chat_template: chatml
+
+dataset_prepared_path: thingy
+val_set_size: 0
+output_dir: /data/eric/Liberated-Qwen-1.5-72b
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter: qlora
+lora_model_dir:
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+wandb_project: AbacusLiberated
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 8
+micro_batch_size: 1
+num_epochs: 3
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint: 
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 10
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 4
+debug:
+deepspeed: deepspeed_configs/zero2.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+
+special_tokens:
+  eos_token: "<|im_end|>"