Upload axolotl_config_idg9oo_8.yml

axolotl_config_idg9oo_8.yml

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+base_model: arcee-ai/Llama-3.1-SuperNova-Lite
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+#trust_remote_code: true
+
+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: Gryphe/Sonnet3.5-SlimOrcaDedupCleaned
+    type: chat_template
+  - path: Nitral-AI/Cybersecurity-ShareGPT
+    type: chat_template
+  - path: Nitral-AI/Medical_Instruct-ShareGPT
+    type: chat_template
+  - path: Nitral-AI/Olympiad_Math-ShareGPT
+    type: chat_template
+  - path: anthracite-org/kalo_opus_misc_240827
+    type: chat_template
+  - path: NewEden/Claude-Instruct-5k
+    type: chat_template
+  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
+    type: chat_template
+  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
+    type: chat_template
+  - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
+    type: chat_template
+  - path: anthracite-org/kalo_misc_part2
+    type: chat_template
+
+
+chat_template: llama3
+shuffle_merged_datasets: true
+default_system_message: "You are an assistant that responds to the user."
+dataset_prepared_path: prepared_dataset_memorycore
+val_set_size: 0.0
+output_dir: ./magnum-v3-8b-llama3.1-memorycore
+
+sequence_len: 8192
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len:
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project: henbane-8b-r3
+wandb_entity:
+wandb_watch:
+wandb_name: henbane-8b-r3
+wandb_log_model:
+
+gradient_accumulation_steps: 128
+micro_batch_size: 1
+num_epochs: 4
+optimizer: paged_adamw_8bit
+lr_scheduler: cosine
+#learning_rate: 3e-5
+learning_rate: 1e-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:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+eager_attention: false
+
+warmup_steps: 5
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+deepspeed: /workspace/axolotl/deepspeed_configs/zero2.json
+weight_decay: 0.01
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>
+  eos_token: <|eot_id|>
+