Upload fft-layer-config (2) (1) (1).yml

fft-layer-config (2) (1) (1).yml

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+base_model: unsloth/Meta-Llama-3.1-8B-Instruct
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+# Layer unfreezing configuration
+unfreezing:
+  enabled: true
+  mode: "selective"
+  layer_selection:
+    patterns:
+      - "model.layers.1"
+      - "model.layers.2"
+      - "model.layers.3"
+      - "model.layers.4"
+      - "model.layers.5"
+      - "model.layers.6"
+      - "model.layers.7"
+      - "model.layers.8"
+      - "model.layers.9"
+      - "model.layers.10"
+      - "model.layers.11"
+    component_types:
+      - "input_layernorm"
+      - "self_attn.q_proj"
+      - "self_attn.k_proj"
+      - "self_attn.v_proj"
+      - "self_attn.o_proj"
+      - "post_attention_layernorm"
+      - "mlp.gate_proj"
+      - "mlp.up_proj"
+      - "mlp.down_proj"
+
+# Pretraining dataset configuration
+pretraining_dataset:
+  - path: LemTenku/adasdxacac
+    text_column: text
+    type: pretrain
+    trust_remote_code: true
+
+# Required for streaming datasets
+max_steps: 14932
+batching_strategy: stream
+
+datasets:
+  - path: LemTenku/adasdxacac
+    type: pretrain
+    text_column: text
+
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.05
+output_dir: ./outputs/out
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 8
+micro_batch_size: 1
+num_epochs: 3
+optimizer: paged_adamw_8bit
+lr_scheduler: constant
+learning_rate: 4e-5
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: false
+early_stopping_patience:
+resume_from_checkpoint:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 0
+evaluation_strategy: "no"
+saves_per_epoch: 1
+debug:
+deepspeed:
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+
+special_tokens:
+  bos_token: "<|begin_of_text|>"
+  eos_token: "<|eot_id|>"
+  pad_token: "<|end_of_text|>"
+
+tokens:
+  - "<|begin_of_text|>"
+  - "<|eot_id|>"
+  - "<|end_of_text|>"