First commit for axolotl-config.yml

axolotl-config.yml

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+base_model: MediaTek-Research/Breeze-7B-Base-v0_1
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+
+load_in_8bit: false
+load_in_4bit: true
+strict: false
+
+
+datasets:
+- path: hon9kon9ize/yue-alpaca
+  type: alpaca
+- path: indiejoseph/wikipedia-translate-zhhk-zhcn
+  type:
+    system_prompt: ""
+    field_instruction: zh
+    field_output: yue
+    format: |-
+      [INST]
+      翻譯下面中文至粵語廣東話(Cantonese)。
+
+      {instruction}
+      [/INST]
+- path: indiejoseph/wikipedia-zh-yue-summaries
+  type:
+    system_prompt: ""
+    field_instruction: content
+    field_output: summary
+    format: |-
+      [INST]
+      用粵語廣東話(Cantonese)總結一吓。
+
+      {instruction}
+      [/INST]
+- path: indiejoseph/wikipedia-zh-yue-summaries
+  type:
+    system_prompt: ""
+    field_instruction: content
+    field_output: title
+    format: |-
+      [INST]
+      粵語廣東話(Cantonese), 呢篇嘢主題係咩?
+
+      {instruction}
+      [/INST]
+- path: indiejoseph/wikipedia-zh-yue-summaries
+  type:
+    system_prompt: ""
+    field_instruction: content
+    field_output: category
+    format: |-
+      [INST]
+      粵語廣東話(Cantonese), 呢篇嘢講緊咩? 係咩分類?
+
+      {instruction}
+      [/INST]
+- path: indiejoseph/wikipedia-zh-yue-qa
+  type:
+    system_prompt: ""
+    field_instruction: question
+    field_system: title
+    field_output: answer
+    format: |-
+      [INST]
+      粵語廣東話(Cantonese), 以下係關於「{system}」嘅問題。
+
+      {instruction}
+      [/INST]
+
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.05
+output_dir: loras/Breeze-7B-Cantonese-v0.1
+save_safetensors: true
+#eval_sample_packing: False
+
+## You can optionally freeze the entire model and unfreeze a subset of parameters
+unfrozen_parameters:
+#  - lm_head.*
+#  - model.embed_tokens.*
+#  - model.layers.2[0-9]+.block_sparse_moe.gate.*
+#  - model.layers.2[0-9]+.block_sparse_moe.experts.*
+#  - model.layers.3[0-9]+.block_sparse_moe.gate.*
+#  - model.layers.3[0-9]+.block_sparse_moe.experts.*
+
+model_config:
+  output_router_logits: true
+
+adapter: qlora
+lora_model_dir:
+
+sequence_len: 4096
+sample_packing: true
+pad_to_sequence_len: true
+
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 4
+micro_batch_size: 2
+num_epochs: 1
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16: false
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+loss_watchdog_threshold: 5.0
+loss_watchdog_patience: 3
+
+warmup_steps: 10
+evals_per_epoch: 4
+eval_table_size:
+eval_table_max_new_tokens: 128
+saves_per_epoch: 1
+debug:
+deepspeed:
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens: