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configs/tiny-mistral.yml

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+base_model: openaccess-ai-collective/tiny-mistral
+base_model_config: openaccess-ai-collective/tiny-mistral
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+model_config:
+  dropout_p: 0.1
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: emrgnt-cmplxty/sciphi-textbooks-are-all-you-need
+    type: completion
+    field: completion
+
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.001
+output_dir: ./mistral-textbooks
+hub_model_id: winglian/tiny-mistral-textbooks
+
+sequence_len: 4096
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project: tiny-mistral-textbooks
+wandb_entity:
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+
+gradient_accumulation_steps: 8
+micro_batch_size: 4
+num_epochs: 1
+optimizer: adamw_torch
+lr_scheduler: cosine
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+learning_rate: 0.000025
+
+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
+
+warmup_steps: 10
+eval_steps: 0.1
+eval_table_size: 
+eval_table_max_new_tokens: 
+save_steps: 0.1
+debug:
+deepspeed:
+weight_decay: 0.1
+fsdp:
+fsdp_config:
+special_tokens:
+  bos_token: "<s>"
+  eos_token: "</s>"
+  unk_token: "<unk>"