Upload 32b.yml

32b.yml

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+base_model: NewEden/Hamanasu-32B-V1
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+hub_model_id: NewEden/Hamanasu-Lora-Instruct
+hub_strategy: "all_checkpoints"
+push_dataset_to_hub:
+hf_use_auth_token: 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: NewEden/Hydrus-R1-Thinking-Sharegpt
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-MemoryCore-CoreCurriculum-Small
+    type: dan-chat-advanced
+  - path: Nitral-AI/ARES-ShareGPT
+    type: dan-chat-advanced
+  - path: NewEden/Hydrus-HelpSteer2
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Codemaxx-CodeFeedback-Conversations
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Toolmaxx-Agent
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Assistantmaxx-Tulu3-IF
+    type: dan-chat-advancedd
+  - path: NewEden/Hydrus-SonnetOrca
+    type: dan-chat-advanced
+  - path: NewEden/Hydrus-Chat_error-Pure-Dove-sharegpt
+    type: dan-chat-advanced 
+  - path: NewEden/No_Robots-R1-Filtered
+    type: dan-chat-advanced
+  - path: NewEden/GSM8K-R1-filtered
+    type: dan-chat-advanced  
+
+dataset_prepared_path: prepared_data
+val_set_size: 0.0
+output_dir: ./qwq-inst
+
+sequence_len: 16384
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter: lora
+lora_model_dir: 
+lora_r: 128
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_modules:
+  - gate_proj
+  - down_proj
+  - up_proj
+  - q_proj
+  - v_proj
+  - k_proj
+  - o_proj
+
+wandb_project: qwq
+wandb_entity:
+wandb_watch:
+wandb_name: instruct-attempt-01
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 1
+num_epochs: 2
+optimizer: paged_adamw_8bit
+lr_scheduler: cosine
+learning_rate: 2.85e-5
+
+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: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.02
+fsdp:
+fsdp_config:
+special_tokens: