Upload 4Bcook.yml

4Bcook.yml

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+base_model: IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_swiglu: true
+liger_fused_linear_cross_entropy: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+#  - path: anthracite-core/c2_logs_32k_mistral-v3_v1.2
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/c2_deduped_32k_mistral-v3_tok_deanon_dsclean_1.2.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/opus-instruct-22k-no_refusals.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/kalo-3k-filtered.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: anthracite-org/nopm_claude_writing_fixed
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/claudewritingNopm.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: anthracite-org/kalo_opus_misc_240827
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/kalo_opus_misc_240827.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: anthracite-org/kalo_misc_part2
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/kalo_misc_part2.jsonl
+    type: sharegpt
+    conversation: chatml
+#  - path: NewEden/Claude-Instruct-5K
+#    type: sharegpt
+#    conversation: chatml
+  - path: ./datasets/5k.jsonl
+    type: sharegpt
+    conversation: chatml
+
+#chat_template: chatml
+shuffle_merged_datasets: true
+#default_system_message: "You are an assistant that responds to the user."
+dataset_prepared_path: ./magnum-22b-data
+val_set_size: 0.0
+output_dir: ./22b-fft-out
+
+sequence_len: 16000
+sample_packing: true
+pad_to_sequence_len: true
+
+
+wandb_project: 4bmagnum
+wandb_entity:
+wandb_watch:
+wandb_name: 4magnum
+wandb_log_model:
+
+gradient_accumulation_steps: 32
+micro_batch_size: 1
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.000005
+
+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: 40
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+#deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16.json
+deepspeed: /workspace/axolotl/deepspeed_configs/zero2.json
+weight_decay: 0.01
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>